QA

QA

• 2022-06-27 Automatic identification of segmentation errors for radiotherapy using geometric learning    Edward G. A. Henderson, Andrew F. Green, Marcel van Herk, Eliana M. Vasquez Osorio arXiv_CV arXiv_CV  Segmentation  Unsupervised  Transfer_Learning  3D  Self-Supervised  Pose  Contour  Attention  GAN  CNN  QA  PDF
• 2022-06-27 Insights into Deep Non-linear Filters for Improved Multi-channel Speech Enhancement    Kristina Tesch, Timo Gerkmann arXiv_SD arXiv_SD  Enhancement  Speech  Action  QA  PDF
• 2022-06-27 Consistency-preserving Visual Question Answering in Medical Imaging    Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman arXiv_CV arXiv_CV  Pose  Relation  VQA  Medical  QA  PDF
• 2022-06-27 Implementing a Chatbot Solution for Learning Management System    Andreas Kilde Lien, Lars Martin Randem, Hans Petter Fauchald Taralrud, Maryam Edalati arXiv_CL arXiv_CL  Face  QA  PDF
• 2022-06-27 Bi-VLDoc: Bidirectional Vision-Language Modeling for Visually-Rich Document Understanding    Chuwei Luo, Guozhi Tang, Qi Zheng, Cong Yao, Lianwen Jin, Chenliang Li, Yang Xue, Luo Si arXiv_CV arXiv_CV  Represenation_Learning  Pose  Action  Classification  Attention  Language_Model  QA  PDF
• 2022-06-26 Contextual embedding and model weighting by fusing domain knowledge on Biomedical Question Answering    Yuxuan Lu, Jingya Yan, Zhixuan Qi, Zhongzheng Ge, Yongping Du arXiv_AI arXiv_AI  Embedding  Unsupervised  Bert  Knowledge  Pose  Medical  QA  PDF
• 2022-06-25 Evaluation of Semantic Answer Similarity Metrics    Farida Mustafazade, Peter Ebbinghaus arXiv_AI arXiv_AI  Transformer  Bert  Knowledge  Pose  Relation  Prediction  QA  PDF
• 2022-06-25 From Shallow to Deep: Compositional Reasoning over Graphs for Visual Question Answering    Zihao Zhu arXiv_CV arXiv_CV  Knowledge  Pose  VQA  Attention  QA  PDF
• 2022-06-24 OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience    Miaoran Li, Baolin Peng, Jianfeng Gao, Zhu Zhang arXiv_AI arXiv_AI  Knowledge  Pose  Language_Model  QA  PDF
• 2022-06-24 QAGAN: Adversarial Approach To Learning Domain Invariant Language Features    Shubham Shrivastava, Kaiyue Wang arXiv_CL arXiv_CL  Transformer  Embedding  Adversarial  GAN  Language_Model  Prediction  QA  PDF
• 2022-06-24 SAQAM: Spatial Audio Quality Assessment Metric    Pranay Manocha, Anurag Kumar, Buye Xu, Anjali Menon, Israel D. Gebru, Vamsi K. Ithapu, Paul Calamia arXiv_SD arXiv_SD  Enhancement  Speech  QA  PDF
• 2022-06-24 Speech Quality Assessment through MOS using Non-Matching References    Pranay Manocha, Anurag Kumar arXiv_SD arXiv_SD  Speech  Self-Supervised  Deep_Learning  QA  Matching  PDF
• 2022-06-23 NTIRE 2022 Challenge on Perceptual Image Quality Assessment    Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Radu Timofte arXiv_CV arXiv_CV  Enhancement  Restoration  QA  PDF
• 2022-06-23 Comparing informativeness of an NLG chatbot vs graphical app in diet-information domain    Simone Balloccu, Ehud Reiter arXiv_CL arXiv_CL  QA  PDF
• 2022-06-22 GODEL: Large-Scale Pre-Training for Goal-Directed Dialog    Baolin Peng, Michel Galley, Pengcheng He, Chris Brockett, Lars Liden, Elnaz Nouri, Zhou Yu, Bill Dolan, Jianfeng Gao arXiv_CL arXiv_CL  Relation  Few-Shot  Language_Model  QA  PDF
• 2022-06-22 VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives    Zhuofan Ying, Peter Hase, Mohit Bansal arXiv_AI arXiv_AI  Relation  VQA  Prediction  QA  PDF
• 2022-06-22 On the Role of Spatial, Spectral, and Temporal Processing for DNN-based Non-linear Multi-channel Speech Enhancement    Kristina Tesch, Nils-Hendrik Mohrmann, Timo Gerkmann arXiv_SD arXiv_SD  Enhancement  Speech  Pose  Action  QA  PDF
• 2022-06-22 Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer    Lalithkumar Seenivasan, Mobarakol Islam, Adithya Krishna, Hongliang Ren arXiv_AI arXiv_AI  Transformer  Recognition  Bert  Action  Classification  VQA  Medical  QA  PDF
• 2022-06-21 Making the case for audience design in conversational AI: Rapport expectations and language ideologies in a task-oriented chatbot    Doris Dippold arXiv_AI arXiv_AI  Survey  Action  Medical  QA  PDF
• 2022-06-21 Questions Are All You Need to Train a Dense Passage Retriever    Devendra Singh Sachan, Mike Lewis, Dani Yogatama, Luke Zettlemoyer, Joelle Pineau, Manzil Zaheer arXiv_CL arXiv_CL  Reconstruction  Unsupervised  Denoising  Language_Model  QA  PDF
• 2022-06-20 Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks    Chenqi Li, Corey Lammie, Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov arXiv_AI arXiv_AI  Quantization  Knowledge  Pose  Detection  CNN  Prediction  QA  PDF
• 2022-06-20 DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment    Haoning Wu, Chaofeng Chen, Liang Liao, Jingwen Hou, Wenxiu Sun, Qiong Yan, Weisi Lin arXiv_CV arXiv_CV  Transformer  Pose  Action  Relation  VQA  Attention  QA  PDF
• 2022-06-20 EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL    Thomas Carta, Sylvain Lamprier, Pierre-Yves Oudeyer, Olivier Sigaud arXiv_AI arXiv_AI  Reinforcement_Learning  Sparse  Pose  Action  QA  PDF
• 2022-06-20 SPBERTQA: A Two-Stage Question Answering System Based on Sentence Transformers for Medical Texts    Nhung Thi-Hong Nguyen, Phuong Phan-Dieu Ha, Luan Thanh Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen arXiv_CL arXiv_CL  Transformer  Bert  Pose  Attention  Medical  QA  PDF
• 2022-06-17 Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks    Jiasen Lu, Christopher Clark, Rowan Zellers, Roozbeh Mottaghi, Aniruddha Kembhavi arXiv_CV arXiv_CV  Transformer  Pose_Estimation  Pose  Detection  VQA  Object_Detection  Caption  QA  PDF
• 2022-06-17 Bridge-Tower: Building Bridges Between Encoders in Vision-Language Representation Learning    Xiao Xu, Chenfei Wu, Shachar Rosenman, Vasudev Lal, Nan Duan arXiv_CV arXiv_CV  Represenation_Learning  Pose  Action  VQA  QA  PDF
• 2022-06-17 A Numerical Reasoning Question Answering System with Fine-grained Retriever and the Ensemble of Multiple Generators for FinQA    Bin Wang, Jiangzhou Ju, Yunlin Mao, Xin-Yu Dai, Shujian Huang, Jiajun Chen arXiv_CL arXiv_CL  Pose  Quantitative  QA  PDF
• 2022-06-16 Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering    Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle arXiv_CL arXiv_CL  Segmentation  Pose  Text_Generation  QA  PDF
• 2022-06-16 GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Question    Scott McCarley, Mihaela Bornea, Sara Rosenthal, Anthony Ferritto, Md Arafat Sultan, Avirup Sil, Radu Florian arXiv_CL arXiv_CL  Transformer  QA  PDF
• 2022-06-16 MixGen: A New Multi-Modal Data Augmentation    Xiaoshuai Hao, Yi Zhu, Srikar Appalaraju, Aston Zhang, Wanqian Zhang, Bo Li, Mu Li arXiv_AI arXiv_AI  Zero-Shot  Represenation_Learning  Deep_Learning  Relation  VQA  QA  PDF
• 2022-06-16 Zero-Shot Video Question Answering via Frozen Bidirectional Language Models    Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid arXiv_CV arXiv_CV  Zero-Shot  Pose  VQA  Few-Shot  Activity  Inference  Language_Model  QA  PDF
• 2022-06-16 An Open-Domain QA System for e-Governance    Radu Ion, Andrei-Marius Avram, Vasile Păiş, Maria Mitrofan, Verginica Barbu Mititelu, Elena Irimia, Valentin Badea arXiv_CL arXiv_CL  Bert  Action  QA  PDF
• 2022-06-16 Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization    Andrea Fasoli, Chia-Yu Chen, Mauricio Serrano, Swagath Venkataramani, George Saon, Xiaodong Cui, Brian Kingsbury, Kailash Gopalakrishnan arXiv_SD arXiv_SD  Quantization  RNN  Inference  Language_Model  QA  PDF
• 2022-06-15 Prefix Language Models are Unified Modal Learners    Shizhe Diao, Wangchunshu Zhou, Xinsong Zhang, Jiawei Wang arXiv_CV arXiv_CV  Zero-Shot  Pose  Classification  VQA  Text_Generation  Caption  Language_Model  QA  PDF
• 2022-06-15 Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone    Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang arXiv_CV arXiv_CV  Image_Caption  Transformer  Detection  VQA  Object_Detection  Attention  Caption  QA  PDF
• 2022-06-15 Test-Time Adaptation for Visual Document Understanding    Sayna Ebrahimi, Sercan O. Arik, Tomas Pfister arXiv_AI arXiv_AI  Recognition  Self-Supervised  Pose  Action  VQA  Language_Model  PDF
• 2022-06-15 Continuous-variable quantum approximate optimization on a programmable photonic quantum processor    Yutaro Enomoto, Keitaro Anai, Kenta Udagawa, Shuntaro Takeda arXiv_CV arXiv_CV  Gradient_Descent  Optimization  Knowledge  VQA  QA  PDF
• 2022-06-14 Pixel-by-pixel Mean Opinion Score for No-Reference Image Quality Assessment    Wook-Hyung Kim, Cheul-hee Hahm, Anant Baijal, Namuk Kim, Ilhyun Cho, Jayoon Koo arXiv_CV arXiv_CV  Embedding  Pose  Prediction  QA  PDF
• 2022-06-13 LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning    Yi-Lin Sung, Jaemin Cho, Mohit Bansal arXiv_CV arXiv_CV  Transfer_Learning  Pose  VQA  Prediction  QA  PDF
• 2022-06-12 GLIPv2: Unifying Localization and Vision-Language Understanding    Haotian Zhang, Pengchuan Zhang, Xiaowei Hu, Yen-Chun Chen, Liunian Harold Li, Xiyang Dai, Lijuan Wang, Lu Yuan, Jenq-Neng Hwang, Jianfeng Gao arXiv_AI arXiv_AI  Image_Caption  Segmentation  Zero-Shot  Contrastive_Learning  Detection  VQA  Few-Shot  Object_Detection  GAN  Caption  Language_Model  QA  PDF
• 2022-06-12 CoSe-Co: Text Conditioned Generative CommonSense Contextualizer    Rachit Bansal, Milan Aggarwal, Sumit Bhatia, Jivat Neet Kaur, Balaji Krishnamurthy arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Relation  Language_Model  QA  PDF
• 2022-06-10 Subjective Quality Assessment for Images Generated by Computer Graphics    Tao Wang, Zicheng Zhang, Wei Sun, Xiongkuo Min, Wei Lu, Guangtao Zhai arXiv_CV arXiv_CV  Deep_Learning  Relation  QA  PDF
• 2022-06-10 Less Is More: Linear Layers on CLIP Features as Powerful VizWiz Model    Fabian Deuser, Konrad Habel, Philipp J. Rösch, Norbert Oswald arXiv_CV arXiv_CV  Classification  VQA  Attention  PDF
• 2022-06-10 Ask to Know More: Generating Counterfactual Explanations for Fake Claims    Shih-Chieh Dai, Yi-Li Hsu, Aiping Xiong, Lun-Wei Ku arXiv_CL arXiv_CL  Pose  Prediction  QA  PDF
• 2022-06-09 Jewelry Shop Conversational Chatbot    Safa Zaid, Aswah Malik, Kisa Fatima arXiv_AI arXiv_AI  Face  QA  PDF
• 2022-06-09 Deep Neural Network for Blind Visual Quality Assessment of 4K Content    Wei Lu, Wei Sun, Xiongkuo Min, Wenhan Zhu, Quan Zhou, Jun He, Qiyuan Wang, Zicheng Zhang, Tao Wang, Guangtao Zhai arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  CNN  Prediction  QA  PDF
• 2022-06-09 Blind Surveillance Image Quality Assessment via Deep Neural Network Combined with the Visual Saliency    Wei Lu, Wei Sun, Wenhan Zhu, Xiongkuo Min, Zicheng Zhang, Tao Wang, Guangtao Zhai arXiv_CV arXiv_CV  Surveillance  Face_Detection  Recognition  Salient  Pose  Face  Detection  CNN  QA  PDF
• 2022-06-09 A No-reference Quality Assessment Metric for Point Cloud Based on Captured Video Sequences    Yu Fan, Zicheng Zhang, Wei Sun, Xiongkuo Min, Wei Lu, Tao Wang, Ning Liu, Guangtao Zhai arXiv_CV arXiv_CV  Point_Cloud  3D  Pose  Action  Relation  QA  PDF
• 2022-06-09 A No-Reference Deep Learning Quality Assessment Method for Super-resolution Images Based on Frequency Maps    Zicheng Zhang, Wei Sun, Xiongkuo Min, Wenhan Zhu, Tao Wang, Wei Lu, Guangtao Zhai arXiv_CV arXiv_CV  Super_Resolution  Pose  Deep_Learning  QA  PDF
• 2022-06-08 Few-shot Prompting Toward Controllable Response Generation    Hsuan Su, Pohan Chi, Shih-Cheng Huang, Chung Ho Lam, Saurav Sahay, Shang-Tse Chen, Hung-yi Lee arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Few-Shot  Language_Model  QA  PDF
• 2022-06-08 Perceptual Quality Assessment for Fine-Grained Compressed Images    Zicheng Zhang, Wei Sun, Wei Wu, Ying Chen, Xiongkuo Min, Guangtao Zhai arXiv_CV arXiv_CV  Optimization  Pose  Image_Compression  QA  PDF
• 2022-06-08 Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning    Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo arXiv_AI arXiv_AI  Transfer_Learning  Zero-Shot  Knowledge  Knowledge_Graph  Pose  QA  PDF
• 2022-06-07 cViL: Cross-Lingual Training of Vision-Language Models using Knowledge Distillation    Kshitij Gupta, Devansh Gautam, Radhika Mamidi arXiv_CV arXiv_CV  Knowledge  Pose  Classification  VQA  Language_Model  PDF
• 2022-06-07 Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval    Yanmeng Wang, Jun Bai, Ye Wang, Jianfei Zhang, Wenge Rong, Zongcheng Ji, Shaojun Wang, Jing Xiao arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Pose  Action  Text_Generation  Inference  QA  Matching  PDF
• 2022-06-06 Investigating the use of Paraphrase Generation for Question Reformulation in the FRANK QA system    Nick Ferguson, Liane Guillou, Kwabena Nuamah, Alan Bundy arXiv_CL arXiv_CL  Relation  QA  PDF
• 2022-06-06 Learning to Ask Like a Physician    Eric Lehman, Vladislav Lialin, Katelyn Y. Legaspi, Anne Janelle R. Sy, Patricia Therese S. Pile, Nicole Rose I. Alberto, Richard Raymund R. Ragasa, Corinna Victoria M. Puyat, Isabelle Rose I. Alberto, Pia Gabrielle I. Alfonso, Marianne Taliño, Dana Moukheiber, Byron C. Wallace, Anna Rumshisky, Jenifer J. Liang, Preethi Raghavan, Leo Anthony Celi, Peter Szolovits arXiv_CL arXiv_CL  Unsupervised  Pose  Detection  Medical  QA  PDF
• 2022-06-06 Invariant Grounding for Video Question Answering    Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua arXiv_CV arXiv_CV  Pose  Relation  QA  PDF
• 2022-06-05 Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval    Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang arXiv_CV arXiv_CV  Transformer  Embedding  Knowledge  Speech  VQA  QA  PDF
• 2022-06-04 Avoiding barren plateaus via transferability of smooth solutions in Hamiltonian Variational Ansatz    Antonio Anna Mele, Glen Bigan Mbeng, Giuseppe Ernesto Santoro, Mario Collura, Pietro Torta arXiv_CV arXiv_CV  Optimization  VQA  QA  PDF
• 2022-06-04 From Pixels to Objects: Cubic Visual Attention for Visual Question Answering    Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen arXiv_CV arXiv_CV  Pose  VQA  Attention  QA  PDF
• 2022-06-03 QAGCN: A Graph Convolutional Network-based Multi-Relation Question Answering System    Ruijie Wang, Luca Rossetto, Michael Cochez, Abraham Bernstein arXiv_AI arXiv_AI  Embedding  Reinforcement_Learning  Knowledge  Knowledge_Graph  Pose  Relation  Attention  CNN  QA  PDF
• 2022-06-03 A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge    Dustin Schwenk, Apoorv Khandelwal, Christopher Clark, Kenneth Marino, Roozbeh Mottaghi arXiv_CV arXiv_CV  Knowledge  Pose  VQA  Language_Model  QA  PDF
• 2022-06-03 TCE at Qur'an QA 2022: Arabic Language Question Answering Over Holy Qur'an Using a Post-Processed Ensemble of BERT-based Models    Mohammed ElKomy, Amany M. Sarhan arXiv_CL arXiv_CL  Bert  Pose  Prediction  QA  PDF
• 2022-06-03 MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data    Yilun Zhao, Yunxiang Li, Chenying Li, Rui Zhang arXiv_AI arXiv_AI  Attention  QA  PDF
• 2022-06-02 REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering    Yuanze Lin, Yujia Xie, Dongdong Chen, Yichong Xu, Chenguang Zhu, Lu Yuan arXiv_CV arXiv_CV  Knowledge  Pose  Relation  VQA  QA  PDF
• 2022-06-02 VL-BEiT: Generative Vision-Language Pretraining    Hangbo Bao, Wenhui Wang, Li Dong, Furu Wei arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Classification  VQA  Image_Classification  Language_Model  Prediction  PDF
• 2022-06-02 Structured Two-stream Attention Network for Video Question Answering    Lianli Gao, Pengpeng Zeng, Jingkuan Song, Yuan-Fang Li, Wu Liu, Tao Mei, Heng Tao Shen arXiv_CV arXiv_CV  Pose  Action  VQA  Attention  QA  PDF
• 2022-06-01 Natural Language Sentence Generation from API Specifications    Siyu Huo, Kushal Mukherjee, Jayachandu Bandlamudi, Vatche Isahagian, Vinod Muthusamy, Yara Rizk arXiv_CL arXiv_CL  Recognition  Pose  Action  Deep_Learning  QA  PDF
• 2022-05-31 Knowledge Graph -- Deep Learning: A Case Study in Question Answering in Aviation Safety Domain    Ankush Agarwal, Raj Gite, Shreya Laddha, Pushpak Bhattacharyya, Satyanarayan Kar, Asif Ekbal, Prabhjit Thind, Rajesh Zele, Ravi Shankar arXiv_AI arXiv_AI  Bert  Knowledge  Knowledge_Graph  Pose  Face  Deep_Learning  QA  PDF
• 2022-05-31 A Unified Framework for Emotion Identification and Generation in Dialogues    Avinash Madasu, Mauajama Firdaus, Asif Eqbal arXiv_AI arXiv_AI  Bert  Pose  Emotion  Action  Classification  QA  PDF
• 2022-05-31 Leveraging Pre-Trained Language Models to Streamline Natural Language Interaction for Self-Tracking    Young-Ho Kim, Sungdong Kim, Minsuk Chang, Sang-Woo Lee arXiv_AI arXiv_AI  Tracking  Pose  Action  Activity  Language_Model  QA  PDF
• 2022-05-30 An Efficient Modern Baseline for FloodNet VQA    Aditya Kane, Sahil Khose arXiv_AI arXiv_AI  Action  VQA  Inference  QA  PDF
• 2022-05-30 ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System    Chia-Chien Hung, Tommaso Green, Robert Litschko, Tornike Tsereteli, Sotaro Takeshita, Marco Bombieri, Goran Glavaš, Simone Paolo Ponzetto arXiv_CL arXiv_CL  Pose  GAN  Language_Model  QA  PDF
• 2022-05-30 From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering    Jiangtong Li, Li Niu, Liqing Zhang arXiv_CV arXiv_CV  Video_Caption  Represenation_Learning  Caption  Prediction  QA  PDF
• 2022-05-30 Quantum circuit architecture search for variational quantum algorithms    Yuxuan Du, Tao Huang, Shan You, Min-Hsiu Hsieh, Dacheng Tao arXiv_CV arXiv_CV  NAS  Classification  VQA  QA  PDF
• 2022-05-28 Visual Superordinate Abstraction for Robust Concept Learning    Qi Zheng, Chaoyue Wang, Dadong Wang, Dacheng Tao arXiv_CV arXiv_CV  Pose  Action  VQA  Inference  PDF
• 2022-05-27 Cycle Mutation: Evolving Permutations via Cycle Induction    Vincent A. Cicirello arXiv_AI arXiv_AI  Pose  QA  PDF
• 2022-05-27 Textural-Structural Joint Learning for No-Reference Super-Resolution Image Quality Assessment    Yuqing Liu, Qi Jia, Shanshe Wang, Siwei Ma, Wen Gao arXiv_CV arXiv_CV  Super_Resolution  Pose  Relation  Attention  Prediction  QA  PDF
• 2022-05-27 V-Doc : Visual questions answers with Documents    Yihao Ding, Zhe Huang, Runlin Wang, Yanhang Zhang, Xianru Chen, Yuzhong Ma, Hyunsuk Chung, Soyeon Caren Han arXiv_AI arXiv_AI  Pose  Deep_Learning  VQA  QA  PDF
• 2022-05-26 Comparing the Digital Annealer with Classical Evolutionary Algorithm    Mayowa Ayodele arXiv_AI arXiv_AI  Pose  QA  PDF
• 2022-05-26 Mitigating barren plateaus of variational quantum eigensolvers    Xia Liu, Geng Liu, Jiaxin Huang, Xin Wang arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2022-05-26 Avoiding Barren Plateaus with Classical Deep Neural Networks    Lucas Friedrich, Jonas Maziero arXiv_AI arXiv_AI  Gradient_Descent  Optimization  VQA  QA  PDF
• 2022-05-25 Reasoning over Logically Interacted Conditions for Question Answering    Haitian Sun, William W. Cohen, Ruslan Salakhutdinov arXiv_AI arXiv_AI  Pose  QA  PDF
• 2022-05-25 Would You Ask it that Way? Measuring and Improving Question Naturalness for Knowledge Graph Question Answering    Trond Linjordet, Krisztian Balog arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  QA  PDF
• 2022-05-25 Understanding Natural Language in Context    Avichai Levy, Erez Karpas arXiv_CL arXiv_CL  Knowledge  Face  Language_Model  QA  PDF
• 2022-05-25 Investigating the Benefits of Free-Form Rationales    Jiao Sun, Swabha Swayamdipta, Jonathan May, Xuezhe Ma arXiv_AI arXiv_AI  Knowledge  Inference  QA  PDF
• 2022-05-25 Refining Query Representations for Dense Retrieval at Test Time    Mujeen Sung, Jungsoo Park, Jaewoo Kang, Danqi Chen, Jinhyuk Lee arXiv_CL arXiv_CL  Gradient_Descent  Pose  Contrastive_Learning  QA  PDF
• 2022-05-25 QAMPARI: : An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs    Samuel Joseph Amouyal Ohad Rubin, Ori Yoran, Tomer Wolfson, Jonathan Herzig, Jonathan Berant arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  QA  PDF
• 2022-05-25 LEPUS: Prompt-based Unsupervised Multi-hop Reranking for Open-domain QA    Muhammad Khalifa, Lajanugen Logeswaran, Moontae Lee, Honglak Lee, Lu Wang arXiv_CL arXiv_CL  Unsupervised  Language_Model  QA  PDF
• 2022-05-25 Asking the Right Questions in Low Resource Template Extraction    Nils Holzenberger, Yunmo Chen, Benjamin Van Durme arXiv_CL arXiv_CL  Pose  Ontology  Action  QA  PDF
• 2022-05-25 Guiding Visual Question Answering with Attention Priors    Thao Minh Le, Vuong Le, Sunil Gupta, Svetha Venkatesh, Truyen Tran arXiv_CV arXiv_CV  Enhancement  Sparse  Knowledge  Pose  VQA  Attention  Inference  QA  PDF
• 2022-05-25 Towards More Realistic Generation of Information-Seeking Conversations    Gangwoo Kim, Sungdong Kim, Kang Min Yoo, Jaewoo Kang arXiv_CL arXiv_CL  Knowledge  Pose  QA  PDF
• 2022-05-25 Intermediate Training on Question Answering Datasets Improves Generative Data Augmentation    Dheeraj Mekala, Tu Vu, Jingbo Shang arXiv_CL arXiv_CL  Zero-Shot  Classification  Sentiment  Few-Shot  Text_Generation  Language_Model  QA  PDF
• 2022-05-25 The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training    Gi-Cheon Kang, Sungdong Kim, Jin-Hwa Kim, Donghyun Kwak, Byoung-Tak Zhang arXiv_CV arXiv_CV  Regularization  Pose  Detection  Text_Generation  QA  PDF
• 2022-05-25 Teaching Broad Reasoning Skills via Decomposition-Guided Contexts    Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal arXiv_AI arXiv_AI  Language_Model  QA  PDF
• 2022-05-25 R2D2: Robust Data-to-Text with Replacement Detection    Linyong Nan, Lorenzo Jaime Yu Flores, Yilun Zhao, Yixin Liu, Luke Benson, Weijin Zou, Dragomir Radev arXiv_CL arXiv_CL  Pose  Detection  Text_Generation  QA  PDF
• 2022-05-25 Investigating Information Inconsistency in Multilingual Open-Domain Question Answering    Shramay Palta, Haozhe An, Yifan Yang, Shuaiyi Huang, Maharshi Gor arXiv_AI arXiv_AI  QA  PDF
• 2022-05-24 TALM: Tool Augmented Language Models    Aaron Parisi, Yao Zhao, Noah Fiedel arXiv_AI arXiv_AI  Transformer  Knowledge  Inference  Language_Model  QA  PDF
• 2022-05-24 VIRATrustData: A Trust-Annotated Corpus of Human-Chatbot Conversations About COVID-19 Vaccines    Roni Friedman, João Sedoc, Shai Gretz, Assaf Toledo, Rose Weeks, Naor Bar-Zeev, Yoav Katz, Noam Slonim arXiv_CL arXiv_CL  Knowledge  Classification  Medical  QA  PDF
• 2022-05-24 Rethinking Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization    Aishwarya Agrawal, Ivana Kajić, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh arXiv_AI arXiv_AI  Image_Caption  Classification  VQA  Text_Generation  Caption  QA  PDF
• 2022-05-24 Full-Reference Calibration-Free Image Quality Assessment    Elio D. Di Claudio, Paolo Giannitrapani, Giovanni Jacovitti arXiv_CV arXiv_CV  QA  PDF
• 2022-05-24 GraphQ IR: Unifying Semantic Parsing of Graph Query Language with Intermediate Representation    Lunyiu Nie, Shulin Cao, Jiaxin Shi, Qi Tian, Lei Hou, Juanzi Li, Jidong Zhai arXiv_CL arXiv_CL  Pose  Few-Shot  QA  PDF
• 2022-05-24 mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections    Chenliang Li, Haiyang Xu, Junfeng Tian, Wei Wang, Ming Yan, Bin Bi, Jiabo Ye, Hehong Chen, Guohai Xu, Zheng Cao, Ji Zhang, Songfang Huang, Fei Huang, Jingren Zhou arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  VQA  Attention  Caption  PDF
• 2022-05-24 Community Question Answering Entity Linking via Leveraging Auxiliary Data    Yuhan Li, Wei Shen, Jianbo Gao, Yadong Wang arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  QA  PDF
• 2022-05-24 Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations    Jaehun Jung, Lianhui Qin, Sean Welleck, Faeze Brahman, Chandra Bhagavatula, Ronan Le Bras, Yejin Choi arXiv_CL arXiv_CL  Unsupervised  Relation  Inference  Language_Model  QA  PDF
• 2022-05-24 From Easy to Hard: Two-stage Selector and Reader for Multi-hop Question Answering    Xin-Yi Li, Wei-Jun Lei, Yu-Bin Yang arXiv_CL arXiv_CL  Pose  QA  PDF
• 2022-05-24 On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization    Shruti Palaskar, Akshita Bhagia, Yonatan Bisk, Florian Metze, Alan W Black, Ana Marasovic arXiv_CV arXiv_CV  Image_Caption  Action  VQA  Attention  Text_Generation  Caption  Language_Model  QA  PDF
• 2022-05-23 VQA-GNN: Reasoning with Multimodal Semantic Graph for Visual Question Answering    Yanan Wang, Michihiro Yasunaga, Hongyu Ren, Shinya Wada, Jure Leskovec arXiv_AI arXiv_AI  Recognition  Knowledge  Knowledge_Graph  Pose  VQA  QA  PDF
• 2022-05-23 QASem Parsing: Text-to-text Modeling of QA-based Semantics    Ayal Klein, Eran Hirsch, Ron Eliav, Valentina Pyatkin, Avi Caciularu, Ido Dagan arXiv_CL arXiv_CL  Pose  Relation  Language_Model  QA  PDF
• 2022-05-23 StreamingQA: A Benchmark for Adaptation to New Knowledge over Time in Question Answering Models    Adam Liška, Tomáš Kočiský, Elena Gribovskaya, Tayfun Terzi, Eren Sezener, Devang Agrawal, Cyprien de Masson d'Autume, Tim Scholtes, Manzil Zaheer, Susannah Young, Ellen Gilsenan-McMahon, Sophia Austin, Phil Blunsom, Angeliki Lazaridou arXiv_CL arXiv_CL  Knowledge  Language_Model  QA  PDF
• 2022-05-23 Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding    Rishabh Bhardwaj, Amrita Saha, Steven C.H. Hoi arXiv_CL arXiv_CL  Quantization  Pose  Classification  Relation  Language_Model  QA  PDF
• 2022-05-22 AFEC: A Knowledge Graph Capturing Social Intelligence in Casual Conversations    Yubo Xie, Junze Li, Pearl Pu arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  QA  PDF
• 2022-05-22 Interpretable Proof Generation via Iterative Backward Reasoning    Hanhao Qu, Yu Cao, Jun Gao, Liang Ding, Ruifeng Xu arXiv_AI arXiv_AI  Tracking  Prediction  QA  PDF
• 2022-05-21 Making Video Quality Assessment Models Sensitive to Frame Rate Distortions    Pavan C. Madhusudana, Neil Birkbeck, Yilin Wang, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-05-20 Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection    Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti arXiv_CL arXiv_CL  Transformer  Bert  Pose  QA  PDF
• 2022-05-20 MSTRIQ: No Reference Image Quality Assessment Based on Swin Transformer with Multi-Stage Fusion    Jing Wang, Haotian Fa, Xiaoxia Hou, Yitian Xu, Tao Li, Xuechao Lu, Lean Fu arXiv_CV arXiv_CV  Transformer  Pose  QA  PDF
• 2022-05-19 Two-Step Question Retrieval for Open-Domain QA    Yeon Seonwoo, Juhee Son, Jiho Jin, Sang-Woo Lee, Ji-Hoon Kim, Jung-Woo Ha, Alice Oh arXiv_CL arXiv_CL  Pose  Inference  QA  PDF
• 2022-05-19 Let's Talk! Striking Up Conversations via Conversational Visual Question Generation    Shih-Han Chan, Tsai-Lun Yang, Yun-Wei Chu, Chi-Yang Hsu, Ting-Hao Huang, Yu-Shian Chiu, Lun-Wei Ku arXiv_AI arXiv_AI  VQA  PDF
• 2022-05-19 Modeling Exemplification in Long-form Question Answering via Retrieval    Shufan Wang, Fangyuan Xu, Laure Thompson, Eunsol Choi, Mohit Iyyer arXiv_CL arXiv_CL  Pose  QA  PDF
• 2022-05-18 Modeling Multi-hop Question Answering as Single Sequence Prediction    Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Nitish Shirish Keskar, Caiming Xiong arXiv_CL arXiv_CL  Transformer  Pose  Action  Prediction  QA  PDF
• 2022-05-18 Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner    Danilo Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henry Zhu, Xinchi Chen, Zhiheng Huang, Peng Xu, Andrew Arnold, Dan Roth arXiv_CL arXiv_CL  Pose  Language_Model  QA  PDF
• 2022-05-18 ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval    Yuxiang Lu, Yiding Liu, Jiaxiang Liu, Yunsheng Shi, Zhengjie Huang, Shikun Feng Yu Sun, Hao Tian, Hua Wu, Shuaiqiang Wang, Dawei Yin, Haifeng Wang arXiv_CL arXiv_CL  Bert  Knowledge  Pose  Action  Language_Model  QA  PDF
• 2022-05-18 Dialog Inpainting: Turning Documents into Dialogs    Zhuyun Dai, Arun Tejasvi Chaganty, Vincent Zhao, Aida Amini, Qazi Mamunur Rashid, Mike Green, Kelvin Guu arXiv_AI arXiv_AI  Inpainting  Pose  VQA  QA  PDF
• 2022-05-18 Persian Natural Language Inference: A Meta-learning approach    Heydar Soudani, Mohammad Hassan Mojab, Hamid Beigy arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Pose  Inference  QA  PDF
• 2022-05-17 SKILL: Structured Knowledge Infusion for Large Language Models    Fedor Moiseev, Zhe Dong, Enrique Alfonseca, Martin Jaggi arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Pose  Language_Model  QA  PDF
• 2022-05-17 Gender and Racial Bias in Visual Question Answering Datasets    Yusuke Hirota, Yuta Nakashima, Noa Garcia arXiv_CV arXiv_CV  Relation  VQA  Attention  QA  PDF
• 2022-05-16 A Framework to Map VMAF with the Probability of Just Noticeable Difference between Video Encoding Recipes    Jingwen Zhu, Suiyi Ling, Yoann Baveye, Patrick Le Callet arXiv_CV arXiv_CV  Pose  Deep_Learning  VQA  Prediction  QA  PDF
• 2022-05-16 A Neuro-Symbolic ASP Pipeline for Visual Question Answering    Thomas Eiter, Nelson Higuera, Johannes Oetsch, Michael Pritz arXiv_AI arXiv_AI  Classification  VQA  Prediction  QA  PDF
• 2022-05-16 What GPT Knows About Who is Who    Xiaohan Yang, Eduardo Peynetti, Vasco Meerman, Chris Tanner arXiv_CL arXiv_CL  Language_Model  QA  PDF
• 2022-05-15 Downstream Transformer Generation of Question-Answer Pairs with Preprocessing and Postprocessing Pipelines    Cheng Zhang, Hao Zhang, Jie Wang arXiv_CL arXiv_CL  Transformer  QA  PDF
• 2022-05-13 Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research?    Longquan Jiang, Ricardo Usbeck arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Knowledge_Graph  Pose  QA  PDF
• 2022-05-13 A Low-Cost, Controllable and Interpretable Task-Oriented Chatbot: With Real-World After-Sale Services as Example    Xiangyu Xi, Chenxu Lv, Yuncheng Hua, Wei Ye, Chaobo Sun, Shuaipeng Liu, Fan Yang, Guanglu Wan arXiv_CL arXiv_CL  Pose  Ontology  Action  QA  PDF
• 2022-05-12 On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data    Kabir Ahuja, Monojit Choudhury, Sandipan Dandapat arXiv_CL arXiv_CL  Knowledge  Few-Shot  Language_Model  QA  PDF
• 2022-05-12 DTW at Qur'an QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain    Damith Premasiri, Tharindu Ranasinghe, Wajdi Zaghouani, Ruslan Mitkov arXiv_CL arXiv_CL  Transformer  Transfer_Learning  QA  PDF
• 2022-05-12 Deep Decomposition and Bilinear Pooling Network for Blind Night-Time Image Quality Evaluation    Qiuping Jiang, Jiawu Xu, Wei Zhou, Xiongkuo Min, Guangtao Zhai arXiv_CV arXiv_CV  Pose  Prediction  QA  PDF
• 2022-05-10 Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words    Kaitlyn Zhou, Kawin Ethayarajh, Dallas Card, Dan Jurafsky arXiv_AI arXiv_AI  Embedding  Bert  QA  PDF
• 2022-05-10 Fundamental limitations on optimization in variational quantum algorithms    Hao-Kai Zhang, Chengkai Zhu, Geng Liu, Xin Wang arXiv_CV arXiv_CV  Bert  Optimization  VQA  QA  PDF
• 2022-05-10 Learning to Answer Visual Questions from Web Videos    Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid arXiv_CV arXiv_CV  Transformer  Zero-Shot  Pose  VQA  Activity  QA  PDF
• 2022-05-09 SwinIQA: Learned Swin Distance for Compressed Image Quality Assessment    Jianzhao Liu, Xin Li, Yanding Peng, Tao Yu, Zhibo Chen arXiv_CV arXiv_CV  Transformer  Optimization  Pose  Attention  Image_Compression  QA  PDF
• 2022-05-09 Joint learning of object graph and relation graph for visual question answering    Hao Li, Xu Li, Belhal Karimi, Jie Chen, Mingming Sun arXiv_CV arXiv_CV  Pose  Relation  VQA  QA  PDF
• 2022-05-09 Paired Image-to-Image Translation Quality Assessment Using Multi-Method Fusion    Stefan Borasinski, Esin Yavuz, Sébastien Béhuret arXiv_AI arXiv_AI  Pose  Inference  Prediction  QA  PDF
• 2022-05-09 Multilevel Hierarchical Network with Multiscale Sampling for Video Question Answering    Min Peng, Chongyang Wang, Yuan Gao, Yu Shi, Xiang-Dong Zhou arXiv_AI arXiv_AI  Transformer  Embedding  Pose  Action  Deep_Learning  QA  PDF
• 2022-05-09 ProQA: Structural Prompt-based Pre-training for Unified Question Answering    Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  Knowledge  Few-Shot  QA  PDF
• 2022-05-08 Chart Question Answering: State of the Art and Future Directions    E. Hoque, P. Kavehzadeh, A. Masry arXiv_CL arXiv_CL  Review  Pose  Survey  QA  PDF
• 2022-05-07 Better Retrieval May Not Lead to Better Question Answering    Zhengzhong Liang, Tushar Khot, Steven Bethard, Mihai Surdeanu, Ashish Sabharwal arXiv_CL arXiv_CL  QA  PDF
• 2022-05-07 Deep Quality Assessment of Compressed Videos: A Subjective and Objective Study    Liqun Lin, Zheng Wang, Jiachen He, Weiling Chen, Yiwen Xu, Tiesong Zhao arXiv_CV arXiv_CV  3D  Pose  Action  VQA  CNN  QA  PDF
• 2022-05-07 SPQE: Structure-and-Perception-Based Quality Evaluation for Image Super-Resolution    Keke Zhang, Tiesong Zhao, Weiling Chen, Yuzhen Niu, Jinsong Hu arXiv_CV arXiv_CV  Super_Resolution  Pose  Deep_Learning  QA  PDF
• 2022-05-07 Utility-Oriented Underwater Image Quality Assessment Based on Transfer Learning    Weiling Chen, Rongfu Lin, Honggang Liao, Tiesong Zhao, Ke Gu, Patrick Le Callet arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Detection  Relation  QA  PDF
• 2022-05-06 From Easy to Hard: Learning Language-guided Curriculum for Visual Question Answering on Remote Sensing Data    Zhenghang Yuan, Lichao Mou, Qi Wang, Xiao Xiang Zhu arXiv_CV arXiv_CV  Pose  Action  VQA  QA  PDF
• 2022-05-06 QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning    Zechen Li, Anders Søgaard arXiv_CV arXiv_CV  VQA  PDF
• 2022-05-06 KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering    Jianing Wang, Chengyu Wang, Minghui Qiu, Qiuhui Shi, Hongbin Wang, Jun Huang, Ming Gao arXiv_AI arXiv_AI  Knowledge  Pose  Contrastive_Learning  Few-Shot  Language_Model  QA  PDF
• 2022-05-06 An Efficient Gradient Sensitive Alternate Framework for Variational Quantum Eigensolver with Variable Ansatz    Ze-Tong Li, Fan-Xu Meng, Han Zeng, Zai-Chen Zhang, Xu-Tao Yu arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2022-05-05 What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning    Jae Hee Lee, Matthias Kerzel, Kyra Ahrens, Cornelius Weber, Stefan Wermter arXiv_AI arXiv_AI  3D  Relation  VQA  QA  PDF
• 2022-05-05 LAWS: Look Around and Warm-Start Natural Gradient Descent for Quantum Neural Networks    Zeyi Tao, Jindi Wu, Qi Xia, Qun Li arXiv_CV arXiv_CV  Gradient_Descent  Optimization  Review  Pose  Classification  VQA  Attention  QA  PDF
• 2022-05-05 METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation    Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang arXiv_CL arXiv_CL  Knowledge  Pose  QA  PDF
• 2022-05-05 Improved Quantum Computing with the Higher-order Trotter Decomposition    Xiaodong Yang, Xinfang Nie, Yunlan Ji, Tao Xin, Dawei Lu, Jun Li arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2022-05-05 Declaration-based Prompt Tuning for Visual Question Answering    Yuhang Liu, Wei Wei, Daowan Peng, Feida Zhu arXiv_AI arXiv_AI  Zero-Shot  Self-Supervised  Pose  VQA  Few-Shot  Language_Model  Prediction  QA  Matching  PDF
• 2022-05-04 KenSwQuAD -- A Question Answering Dataset for Swahili Low Resource Language    Barack Wanjawa (1), Lilian Wanzare (2), Florence Indede (2), Owen McOnyango (2), Lawrence Muchemi (1), Edward Ombui (3) ((1) University of Nairobi Kenya, (2) Maseno University Kenya (3) Africa Nazarene University Kenya) arXiv_CL arXiv_CL  QA  PDF
• 2022-05-04 qLEET: Visualizing Loss Landscapes, Expressibility, Entangling Power and Training Trajectories for Parameterized Quantum Circuits    Utkarsh Azad, Animesh Sinha arXiv_CV arXiv_CV  VQA  QA  PDF
• 2022-05-04 Compositional Task-Oriented Parsing as Abstractive Question Answering    Wenting Zhao, Konstantine Arkoudas, Weiqi Sun, Claire Cardie arXiv_CL arXiv_CL  Few-Shot  QA  PDF
• 2022-05-04 CoCa: Contrastive Captioners are Image-Text Foundation Models    Jiahui Yu, Zirui Wang, Vijay Vasudevan, Legg Yeung, Mojtaba Seyedhosseini, Yonghui Wu arXiv_CV arXiv_CV  Image_Caption  Transformer  Embedding  Recognition  Zero-Shot  Represenation_Learning  Classification  VQA  Attention  Caption  QA  PDF
• 2022-05-04 All You May Need for VQA are Image Captions    Soravit Changpinyo, Doron Kukliansky, Idan Szpektor, Xi Chen, Nan Ding, Radu Soricut arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Pose  VQA  Caption  QA  PDF
• 2022-05-03 Episodic Memory Question Answering    Samyak Datta, Sameer Dharur, Vincent Cartillier, Ruta Desai, Mukul Khanna, Dhruv Batra, Devi Parikh arXiv_AI arXiv_AI  Pose  QA  PDF
• 2022-05-03 DrugEHRQA: A Question Answering Dataset on Structured and Unstructured Electronic Health Records For Medicine Related Queries    Jayetri Bardhan, Anthony Colas, Kirk Roberts, Daisy Zhe Wang arXiv_AI arXiv_AI  Relation  Prediction  QA  PDF
• 2022-05-02 Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering    AJ Piergiovanni, Wei Li, Weicheng Kuo, Mohammad Saffar, Fred Bertsch, Anelia Angelova arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Pose  VQA  Caption  QA  PDF
• 2022-05-02 Re-defining Radiology Quality Assurance -- Artificial Intelligence -Based QA by Restricted Investigation of Unequal Scores    Axel Wismuller, Larry Stockmaster, Ali Vosoughi arXiv_AI arXiv_AI  Review  Detection  QA  PDF
• 2022-05-01 ELQA: A Corpus of Questions and Answers about the English Language    Shabnam Behzad, Keisuke Sakaguchi, Nathan Schneider, Amir Zeldes arXiv_CL arXiv_CL  Transformer  Classification  QA  PDF
• 2022-04-30 Clues Before Answers: Generation-Enhanced Multiple-Choice QA    Zixian Huang, Ao Wu, Jiaying Zhou, Yu Gu, Yue Zhao, Gong Cheng arXiv_CL arXiv_CL  Knowledge  Pose  Classification  QA  PDF
• 2022-04-30 Solution of DeBERTaV3 on CommonsenseQA    Letian Peng, Zuchao Li, Hai Zhao arXiv_CL arXiv_CL  Bert  Text_Classification  Classification  Inference  QA  PDF
• 2022-04-29 Answer Consolidation: Formulation and Benchmarking    Wenxuan Zhou, Qiang Ning, Heba Elfardy, Kevin Small, Muhao Chen arXiv_CL arXiv_CL  Face  QA  PDF
• 2022-04-29 End-to-end Spoken Conversational Question Answering: Task, Dataset and Model    Chenyu You, Nuo Chen, Fenglin Liu, Shen Ge, Xian Wu, Yuexian Zou arXiv_AI arXiv_AI  Knowledge  Speech  Pose  Action  Attention  QA  PDF
• 2022-04-29 Flamingo: a Visual Language Model for Few-Shot Learning    Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, Antoine Miech, Iain Barr, Yana Hasson, Karel Lenc, Arthur Mensch, Katie Millican, Malcolm Reynolds, Roman Ring, Eliza Rutherford, Serkan Cabi, Tengda Han, Zhitao Gong, Sina Samangooei, Marianne Monteiro, Jacob Menick, Sebastian Borgeaud, Andrew Brock, Aida Nematzadeh, Sahand Sharifzadeh, Mikolaj Binkowski, Ricardo Barreira, Oriol Vinyals, Andrew Zisserman, Karen Simonyan arXiv_AI arXiv_AI  Video_Caption  Pose  VQA  Few-Shot  Caption  Language_Model  PDF
• 2022-04-29 A Deep Learning based No-reference Quality Assessment Model for UGC Videos    Wei Sun, Xiongkuo Min, Wei Lu, Guangtao Zhai arXiv_CV arXiv_CV  Recognition  Sparse  Pose  Action  Deep_Learning  VQA  QA  PDF
• 2022-04-28 BILP-Q: Quantum Coalition Structure Generation    Supreeth Mysore Venkatesh, Antonio Macaluso, Matthias Klusch arXiv_AI arXiv_AI  Optimization  Pose  QA  PDF
• 2022-04-28 Instilling Type Knowledge in Language Models via Multi-Task QA    Shuyang Li, Mukund Sridhar, Chandana Satya Prakash, Jin Cao, Wael Hamza, Julian McAuley arXiv_AI arXiv_AI  Tracking  Zero-Shot  Knowledge  Knowledge_Graph  Language_Model  QA  PDF
• 2022-04-28 Inferring Implicit Relations with Language Models    Uri Katz, Mor Geva, Jonathan Berant arXiv_CL arXiv_CL  Relation  Inference  Language_Model  QA  PDF
• 2022-04-28 GRIT: General Robust Image Task Benchmark    Tanmay Gupta, Ryan Marten, Aniruddha Kembhavi, Derek Hoiem arXiv_CV arXiv_CV  Segmentation  Pose  Face  Detection  VQA  Prediction  PDF
• 2022-04-28 Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly    Spencer Whitehead, Suzanne Petryk, Vedaad Shakib, Joseph Gonzalez, Trevor Darrell, Anna Rohrbach, Marcus Rohrbach arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-04-27 Towards Teachable Reasoning Systems    Bhavana Dalvi, Oyvind Tafjord, Peter Clark arXiv_AI arXiv_AI  Knowledge  Language_Model  QA  PDF
• 2022-04-27 Conformer and Blind Noisy Students for Improved Image Quality Assessment    Marcos V. Conde, Maxime Burchi, Radu Timofte arXiv_CV arXiv_CV  Transformer  Enhancement  Restoration  Knowledge  Pose  Quantitative  QA  PDF
• 2022-04-27 A Method of Query Graph Reranking for Knowledge Base Question Answering    Yonghui Jia, Wenliang Chen arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  QA  PDF
• 2022-04-27 Plug-and-Play Adaptation for Continuously-updated QA    Kyungjae Lee, Wookje Han, Seung-won Hwang, Hwaran Lee, Joonsuk Park, Sang-Woo Lee arXiv_CL arXiv_CL  Knowledge  Pose  Language_Model  QA  PDF
• 2022-04-27 Better Query Graph Selection for Knowledge Base Question Answering    Yonghui Jia, Wenliang Chen arXiv_CL arXiv_CL  Bert  Knowledge  Pose  Action  QA  PDF
• 2022-04-26 Testing the Ability of Language Models to Interpret Figurative Language    Emmy Liu, Chen Cui, Kenneth Zheng, Graham Neubig arXiv_AI arXiv_AI  Few-Shot  Language_Model  QA  PDF
• 2022-04-26 RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization    Hongyi Yao, Pu Li, Jian Cao, Xiangcheng Liu, Chenying Xie, Bingzhang Wang arXiv_CV arXiv_CV  Reconstruction  Quantization  Pose  QA  PDF
• 2022-04-26 Science Checker: Extractive-Boolean Question Answering For Scientific Fact Checking    Loïc Rakotoson, Charles Letaillieur, Sylvain Massip, Fréjus Laleye arXiv_AI arXiv_AI  Bert  Knowledge  Pose  Classification  Summarization  Medical  QA  PDF
• 2022-04-26 You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas    Haoran Li, Yangqiu Song, Lixin Fan arXiv_CL arXiv_CL  Pose  Language_Model  QA  PDF
• 2022-04-25 Conversational Question Answering on Heterogeneous Sources    Philipp Christmann, Rishiraj Saha Roy, Gerhard Weikum arXiv_CL arXiv_CL  Knowledge  VQA  QA  PDF
• 2022-04-25 Rethinking Multi-Modal Alignment in Video Question Answering from Feature and Sample Perspectives    Shaoning Xiao, Long Chen, Kaifeng Gao, Zhao Wang, Yi Yang, Jun Xiao arXiv_AI arXiv_AI  Pose  Action  Relation  QA  PDF
• 2022-04-24 RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning    Xiaojian Ma, Weili Nie, Zhiding Yu, Huaizu Jiang, Chaowei Xiao, Yuke Zhu, Song-Chun Zhu, Anima Anandkumar arXiv_AI arXiv_AI  Transformer  Deep_Learning  Relation  Visual_Relation  QA  PDF
• 2022-04-23 On Leveraging Variational Graph Embeddings for Open World Compositional Zero-Shot Learning    Muhammad Umer Anwaar, Zhihui Pan, Martin Kleinsteuber arXiv_AI arXiv_AI  Embedding  Zero-Shot  Image_Retrieval  Knowledge  Pose  QA  PDF
• 2022-04-22 A Multi-level Alignment Training Scheme for Video-and-Language Grounding    Yubo Zhang, Feiyang Niu, Qing Ping, Govind Thattai arXiv_CV arXiv_CV  Embedding  Relation  QA  PDF
• 2022-04-22 Meet Your Favorite Character: Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances    Seungju Han, Beomsu Kim, Jin Yong Yoo, Seokjun Seo, Sangbum Kim, Enkhbayar Erdenee, Buru Chang arXiv_CL arXiv_CL  Pose  Language_Model  QA  PDF
• 2022-04-22 A Summary of the ALQAC 2021 Competition    Nguyen Ha Thanh, Bui Minh Quan, Chau Nguyen, Tung Le, Nguyen Minh Phuong, Dang Tran Binh, Vuong Thi Hai Yen, Teeradaj Racharak, Nguyen Le Minh, Tran Duc Vu, Phan Viet Anh, Nguyen Truong Son, Huy Tien Nguyen, Bhumindr Butr-indr, Peerapon Vateekul, Prachya Boonkwan arXiv_CL arXiv_CL  GAN  Prediction  QA  PDF
• 2022-04-22 Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks    Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Xiyang Dai, Bin Xiao, Jianwei Yang, Haoxuan You, Kai-Wei Chang, Shih-fu Chang, Lu Yuan arXiv_AI arXiv_AI  Knowledge  Pose  Action  VQA  QA  PDF
• 2022-04-22 Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment Network    Shanshan Lao, Yuan Gong, Shuwei Shi, Sidi Yang, Tianhe Wu, Jiahao Wang, Weihao Xia, Yujiu Yang arXiv_CV arXiv_CV  Transformer  Salient  Adversarial  Pose  Action  Relation  Attention  GAN  CNN  Prediction  QA  PDF
• 2022-04-22 Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering    Yu-Jung Heo, Eun-Sol Kim, Woo Suk Choi, Byoung-Tak Zhang arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  VQA  QA  PDF
• 2022-04-21 Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics    Daniel Deutsch, Dan Roth arXiv_CL arXiv_CL  Bert  Summarization  Prediction  QA  PDF
• 2022-04-20 Attention in Reasoning: Dataset, Analysis, and Modeling    Shi Chen, Ming Jiang, Jinhui Yang, Qi Zhao arXiv_CV arXiv_CV  Tracking  Pose  Quantitative  VQA  Attention  PDF
• 2022-04-20 Clotho-AQA: A Crowdsourced Dataset for Audio Question Answering    Samuel Lipping, Parthasaarathy Sudarsanam, Konstantinos Drossos, Tuomas Virtanen arXiv_SD arXiv_SD  RNN  QA  PDF
• 2022-04-20 Synthetic Target Domain Supervision for Open Retrieval QA    Revanth Gangi Reddy, Bhavani Iyer, Md Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos arXiv_CL arXiv_CL  QA  PDF
• 2022-04-20 LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs    Fei Xia, Bin Li, Yixuan Weng, Shizhu He, Kang Liu, Bin Sun, Shutao Li, Jun Zhao arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Medical  QA  Recommendation  PDF
• 2022-04-19 ALBETO and DistilBETO: Lightweight Spanish Language Models    José Cañete, Sebastián Donoso, Felipe Bravo-Marquez, Andrés Carvallo, Vladimir Araujo arXiv_CL arXiv_CL  Bert  Inference  Language_Model  QA  PDF
• 2022-04-19 A Survey on Multi-hop Question Answering and Generation    Vaibhav Mavi (New York University, United States of America), Anubhav Jangra (Indian Institute of Technology, Patna, India), Adam Jatowt (University of Innsbruck, Austria) arXiv_AI arXiv_AI  Knowledge  Survey  GAN  QA  PDF
• 2022-04-19 Detecting Text Formality: A Study of Text Classification Approaches    Daryna Dementieva, Ivan Trifinov, Andrey Likhachev, Alexander Panchenko arXiv_CL arXiv_CL  Transformer  Style_Transfer  Text_Classification  RNN  Pose  Classification  Detection  QA  PDF
• 2022-04-19 MANIQA: Multi-dimension Attention Network for No-Reference Image Quality Assessment    Sidi Yang, Tianhe Wu, Shuwei Shi, Shanshan Lao Yuan Gong, Mingdeng Cao, Jiahao Wang, Yujiu Yang arXiv_CV arXiv_CV  Transformer  Pose  Action  Attention  GAN  Prediction  QA  PDF
• 2022-04-19 Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies    Md Rizwan Parvez, Jianfeng Chi, Wasi Uddin Ahmad, Yuan Tian, Kai-Wei Chang arXiv_CL arXiv_CL  Language_Model  QA  PDF
• 2022-04-19 UID2021: An Underwater Image Dataset for Evaluation of No-reference Quality Assessment Metrics    Guojia Hou, Yuxuan Li, Huan Yang, Kunqian Li, Zhenkuan Pan arXiv_CV arXiv_CV  Enhancement  Restoration  Pose  Image_Enhancement  QA  PDF
• 2022-04-19 Incorporating Semi-Supervised and Positive-Unlabeled Learning for Boosting Full Reference Image Quality Assessment    Yue Cao, Zhaolin Wan, Dongwei Ren, Zifei Yan, Wangmeng Zuo arXiv_CV arXiv_CV  Restoration  Attention  GAN  QA  PDF
• 2022-04-18 CBR-iKB: A Case-Based Reasoning Approach for Question Answering over Incomplete Knowledge Bases    Dung Thai, Srinivas Ravishankar, Ibrahim Abdelaziz, Mudit Chaudhary, Nandana Mihindukulasooriya, Tahira Naseem, Rajarshi Das, Pavan Kapanipathi, Achille Fokoue, Andrew McCallum arXiv_AI arXiv_AI  Sparse  Knowledge  Pose  QA  PDF
• 2022-04-18 CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning    Siddharth Verma, Justin Fu, Mengjiao Yang, Sergey Levine arXiv_CL arXiv_CL  Reinforcement_Learning  Language_Model  QA  PDF
• 2022-04-18 LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking    Yupan Huang, Tengchao Lv, Lei Cui, Yutong Lu, Furu Wei arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Self-Supervised  Pose  Classification  VQA  Image_Classification  Language_Model  PDF
• 2022-04-17 ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering    Yu Gu, Yu Su arXiv_CL arXiv_CL  Knowledge  Pose  QA  PDF
• 2022-04-17 Attention Mechanism based Cognition-level Scene Understanding    Xuejiao Tang, Tai Le Quy, Eirini Ntoutsi, Kea Turner, Vasile Palade, Israat Haque, Peng Xu, Chris Brown, Wenbin Zhang arXiv_AI arXiv_AI  Knowledge  Pose  Relation  VQA  Attention  Inference  PDF
• 2022-04-17 WikiOmnia: generative QA corpus on the whole Russian Wikipedia    Dina Pisarevskaya, Tatiana Shavrina arXiv_AI arXiv_AI  Pose  QA  PDF
• 2022-04-16 COVIBOT: A Smart Chatbot for Assistance and E-Awareness during COVID-19 Pandemic    Maha Driss, Iman Almomani, Leen Alahmadi, Linah Alhajjam, Raghad Alharbi, Shahad Alanazi arXiv_AI arXiv_AI  Pose  QA  PDF
• 2022-04-16 A Robust and Scalable Attention Guided Deep Learning Framework for Movement Quality Assessment    Aditya Kanade, Mansi Sharma, Manivannan Muniyandi arXiv_AI arXiv_AI  Transformer  Pose  Quantitative  Deep_Learning  Attention  Prediction  QA  PDF
• 2022-04-16 Calibrating Trust of Multi-Hop Question Answering Systems with Decompositional Probes    Kaige Xie, Sarah Wiegreffe, Mark Riedl arXiv_CL arXiv_CL  QA  PDF
• 2022-04-15 Semantic Structure based Query Graph Prediction for Question Answering over Knowledge Graph    Mingchen Li, Jonathan Shihao Ji arXiv_CL arXiv_CL  Bert  Knowledge  Knowledge_Graph  Prediction  QA  PDF
• 2022-04-15 Mixture of Experts for Biomedical Question Answering    Damai Dai, Wenbin Jiang, Jiyuan Zhang, Weihua Peng, Yajuan Lyu, Zhifang Sui, Baobao Chang, Yong Zhu arXiv_CL arXiv_CL  Transformer  Sparse  Pose  Attention  Medical  QA  PDF
• 2022-04-15 Towards Fine-grained Causal Reasoning and QA    Linyi Yang, Zhen Wang, Yuxiang Wu, Jie Yang, Yue Zhang arXiv_CL arXiv_CL  Action  Detection  Relation  QA  PDF
• 2022-04-15 Improving Cross-Modal Understanding in Visual Dialog via Contrastive Learning    Feilong Chen, Xiuyi Chen, Shuang Xu, Bo Xu arXiv_CV arXiv_CV  Bert  Pose  Contrastive_Learning  VQA  PDF
• 2022-04-14 Measuring Compositional Consistency for Video Question Answering    Mona Gandhi, Mustafa Omer Gul, Eva Prakash, Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala arXiv_CV arXiv_CV  QA  PDF
• 2022-04-14 Exploring Dual Encoder Architectures for Question Answering    Zhe Dong, Jianmo Ni, Dan Bikel, Enrique Alfonseca, Yuan Wang, Chen Qu, Imed Zitouni arXiv_CL arXiv_CL  Embedding  Pose  QA  PDF
• 2022-04-14 XLMRQA: Open-Domain Question Answering on Vietnamese Wikipedia-based Textual Knowledge Source    Kiet Van Nguyen, Phong Nguyen-Thuan Do, Nhat Duy Nguyen, Tin Van Huynh, Anh Gia-Tuan Nguyen, Ngan Luu-Thuy Nguyen arXiv_CL arXiv_CL  Transformer  Bert  Knowledge  Action  Attention  QA  PDF
• 2022-04-13 The Impact of Cross-Lingual Adjustment of Contextual Word Representations on Zero-Shot Transfer    Pavel Efimov, Leonid Boytsov, Elena Arslanova, Pavel Braslavski arXiv_CL arXiv_CL  Embedding  Bert  Zero-Shot  Language_Model  QA  PDF
• 2022-04-13 Can Question Rewriting Help Conversational Question Answering?    Etsuko Ishii, Yan Xu, Samuel Cahyawijaya, Bryan Wilie arXiv_CL arXiv_CL  Reinforcement_Learning  QA  PDF
• 2022-04-12 AGQA 2.0: An Updated Benchmark for Compositional Spatio-Temporal Reasoning    Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala arXiv_CV arXiv_CV  Action  QA  PDF
• 2022-04-12 ASQA: Factoid Questions Meet Long-Form Answers    Ivan Stelmakh, Yi Luan, Bhuwan Dhingra, Ming-Wei Chang arXiv_CL arXiv_CL  Face  QA  PDF
• 2022-04-12 XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking    Han Zhou, Ignacio Iacobacci, Pasquale Minervini arXiv_CL arXiv_CL  Tracking  Zero-Shot  Pose  Prediction  QA  PDF
• 2022-04-12 MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages    Gokul Karthik Kumar, Abhishek Singh Gehlot, Sahal Shaji Mullappilly, Karthik Nandakumar arXiv_CL arXiv_CL  Transformer  Embedding  Bert  Knowledge  Self-Supervised  QA  PDF
• 2022-04-12 Solving Price Per Unit Problem Around the World: Formulating Fact Extraction as Question Answering    Tarik Arici, Kushal Kumar, Hayreddin Çeker, Anoop S V K K Saladi, Ismail Tutar arXiv_CL arXiv_CL  Recognition  Bert  Action  Inference  QA  PDF
• 2022-04-11 Single-Turn Debate Does Not Help Humans Answer Hard Reading-Comprehension Questions    Alicia Parrish, Harsh Trivedi, Ethan Perez, Angelica Chen, Nikita Nangia, Jason Phang, Samuel R. Bowman arXiv_CL arXiv_CL  QA  PDF
• 2022-04-11 Confusing Image Quality Assessment: Towards Better Augmented Reality Experience    Huiyu Duan, Xiongkuo Min, Yucheng Zhu, Guangtao Zhai, Xiaokang Yang, Patrick Le Callet arXiv_CV arXiv_CV  Pose  QA  PDF
• 2022-04-10 Coreset of Hyperspectral Images on Small Quantum Computer    Soronzonbold Otgonbaatar, Mihai Datcu, Begüm Demir arXiv_CV arXiv_CV  QA  PDF
• 2022-04-10 Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering    Wenhu Chen, Pat Verga, Michiel de Jong, John Wieting, William Cohen arXiv_AI arXiv_AI  Knowledge  Language_Model  QA  PDF
• 2022-04-09 Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains    Chenyang Lyu, Jennifer Foster, Yvette Graham arXiv_AI arXiv_AI  QA  PDF
• 2022-04-09 Channel Pruning In Quantization-aware Training: An Adaptive Projection-gradient Descent-shrinkage-splitting Method    Zhijian Li, Jack Xin arXiv_AI arXiv_AI  Quantization  Gradient_Descent  Sparse  Pose  QA  PDF
• 2022-04-08 Multimodal Quasi-AutoRegression: Forecasting the visual popularity of new fashion products    Stefanos I. Papadopoulos, Christos Koutlis, Symeon Papadopoulos, Ioannis Kompatsiaris arXiv_CV arXiv_CV  Review  Pose  Deep_Learning  Detection  QA  PDF
• 2022-04-08 KGI: An Integrated Framework for Knowledge Intensive Language Tasks    Md Faisal Mahbub Chowdhury, Michael Glass, Gaetano Rossiello, Alfio Gliozzo, Nandana Mihindukulasooriya arXiv_AI arXiv_AI  Zero-Shot  Knowledge  Pose  QA  PDF
• 2022-04-08 From Rewriting to Remembering: Common Ground for Conversational QA Models    Marco Del Tredici, Xiaoyu Shen, Gianni Barlacchi, Bill Byrne, Adrià de Gispert arXiv_CL arXiv_CL  QA  PDF
• 2022-04-08 Spatiotemporal Augmentation on Selective Frequencies for Video Representation Learning    Jinhyung Kim, Taeoh Kim, Minho Shim, Dongyoon Han, Dongyoon Wee, Junmo Kim arXiv_CV arXiv_CV  Recognition  Represenation_Learning  Self-Supervised  Action_Localization  Pose  Action_Recognition  Action  QA  PDF
• 2022-04-07 LSTM-RASA Based Agri Farm Assistant for Farmers    Narayana Darapaneni, Selvakumar Raj, Raghul V, Venkatesh Sivaraman, Sunil Mohan, Anwesh Reddy Paduri arXiv_CL arXiv_CL  RNN  Knowledge  Face  Deep_Learning  QA  PDF
• 2022-04-07 Parameter-Efficient Abstractive Question Answering over Tables or Text    Vaishali Pal, Evangelos Kanoulas, Maarten de Rijke arXiv_AI arXiv_AI  Transformer  Language_Model  QA  PDF
• 2022-04-06 Using Interactive Feedback to Improve the Accuracy and Explainability of Question Answering Systems Post-Deployment    Zichao Li, Prakhar Sharma, Xing Han Lu, Jackie C.K. Cheung, Siva Reddy arXiv_CL arXiv_CL  Action  QA  PDF
• 2022-04-06 The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems    Caleb Ziems, Jane A. Yu, Yi-Chia Wang, Alon Halevy, Diyi Yang arXiv_CL arXiv_CL  Action  Classification  GAN  Language_Model  QA  PDF
• 2022-04-06 Knowledge Base Index Compression via Dimensionality and Precision Reduction    Vilém Zouhar, Marius Mosbach, Miaoran Zhang, Dietrich Klakow arXiv_CL arXiv_CL  Sparse  Knowledge  QA  PDF
• 2022-04-06 Global Readiness of Language Technology for Healthcare: What would it Take to Combat the Next Pandemic?    Ishani Mondal, Kabir Ahuja, Mohit Jain, Jacki O Neil, Kalika Bali, Monojit Choudhury arXiv_CL arXiv_CL  Survey  QA  PDF
• 2022-04-06 There Are a Thousand Hamlets in a Thousand People's Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory    Tingchen Fu, Xueliang Zhao, Chongyang Tao, Ji-Rong Wen, Rui Yan arXiv_CL arXiv_CL  Knowledge  Pose  Relation  QA  PDF
• 2022-04-06 Modeling Temporal-Modal Entity Graph for Procedural Multimodal Machine Comprehension    Huibin Zhang, Zhengkun Zhang, Yao Zhang, Jun Wang, Yufan Li, Ning jiang, Xin wei, Zhenglu Yang arXiv_CL arXiv_CL  Pose  Relation  GAN  QA  PDF
• 2022-04-05 CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations    Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata arXiv_CL arXiv_CL  Pose  VQA  QA  PDF
• 2022-04-05 SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering    Vipul Gupta, Zhuowan Li, Adam Kortylewski, Chenyu Zhang, Yingwei Li, Alan Yuille arXiv_CV arXiv_CV  Pose  VQA  Attention  Prediction  QA  PDF
• 2022-04-05 Improved and Efficient Conversational Slot Labeling through Question Answering    Gabor Fuisz, Ivan Vulić, Samuel Gibbons, Inigo Casanueva, Paweł Budzianowski arXiv_CL arXiv_CL  Transformer  Pose  Language_Model  QA  PDF
• 2022-04-03 Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension    injuan Wu, Shaojuan Wu, Xiaowang Zhang, Deyi Xiong, Shizhan Chen, Zhiqiang Zhuang, Zhiyong Feng arXiv_CL arXiv_CL  Bert  Zero-Shot  Knowledge  Pose  QA  PDF
• 2022-04-03 Question-Driven Graph Fusion Network For Visual Question Answering    Yuxi Qian, Yuncong Hu, Ruonan Wang, Fangxiang Feng, Xiaojie Wang arXiv_CV arXiv_CV  Pose  Detection  Relation  VQA  Object_Detection  Attention  Visual_Relation  QA  PDF
• 2022-04-02 Co-VQA : Answering by Interactive Sub Question Sequence    Ruonan Wang, Yuxi Qian, Fangxiang Feng, Xiaojie Wang, Huixing Jiang arXiv_CL arXiv_CL  Pose  VQA  QA  PDF
• 2022-04-01 Multifaceted Improvements for Conversational Open-Domain Question Answering    Tingting Liang, Yixuan Jiang, Congying Xia, Ziqiang Zhao, Yuyu Yin, Philip S. Yu arXiv_CL arXiv_CL  Regularization  Knowledge  Pose  Face  Inference  QA  PDF
• 2022-03-31 Perceptual Quality Assessment of UGC Gaming Videos    Xiangxu Yu, Zhengzhong Tu, Neil Birkbeck, Yilin Wang, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV  Pose  VQA  CNN  Prediction  QA  PDF
• 2022-03-31 SimVQA: Exploring Simulated Environments for Visual Question Answering    Paola Cascante-Bonilla, Hui Wu, Letao Wang, Rogerio Feris, Vicente Ordonez arXiv_CV arXiv_CV  3D  Pose  VQA  QA  PDF
• 2022-03-31 A Rich Recipe Representation as Plan to Support Expressive Multi Modal Queries on Recipe Content and Preparation Process    Vishal Pallagani, Priyadharsini Ramamurthy, Vedant Khandelwal, Revathy Venkataramanan, Kausik Lakkaraju, Sathyanarayanan N. Aakur, Biplav Srivastava arXiv_AI arXiv_AI  Multi_Modal  Sparse  Knowledge  Face  Action  QA  PDF
• 2022-03-30 End-to-End Table Question Answering via Retrieval-Augmented Generation    Feifei Pan, Mustafa Canim, Michael Glass, Alfio Gliozzo, James Hendler arXiv_CL arXiv_CL  Transformer  QA  PDF
• 2022-03-30 Auto-MLM: Improved Contrastive Learning for Self-supervised Multi-lingual Knowledge Retrieval    Wenshen Xu, Mieradilijiang Maimaiti, Yuanhang Zheng, Xin Tang, Ji Zhang arXiv_CL arXiv_CL  Unsupervised  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Action  Language_Model  QA  PDF
• 2022-03-30 VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers    Estelle Aflalo, Meng Du, Shao-Yen Tseng, Yongfei Liu, Chenfei Wu, Nan Duan, Vasudev Lal arXiv_CV arXiv_CV  Transformer  Pose  VQA  Attention  QA  PDF
• 2022-03-29 LinkBERT: Pretraining Language Models with Document Links    Michihiro Yasunaga, Jure Leskovec, Percy Liang arXiv_CL arXiv_CL  Bert  Knowledge  Self-Supervised  Pose  Relation  Few-Shot  Medical  Language_Model  Prediction  QA  PDF
• 2022-03-28 Visual Mechanisms Inspired Efficient Transformers for Image and Video Quality Assessment    Junyong You arXiv_CV arXiv_CV  Transformer  Pose  VQA  Attention  QA  PDF
• 2022-03-28 STaR: Bootstrapping Reasoning With Reasoning    Eric Zelikman, Yuhuai Wu, Noah D. Goodman arXiv_AI arXiv_AI  Pose  Few-Shot  Inference  Language_Model  QA  PDF
• 2022-03-27 Single-Stream Multi-Level Alignment for Vision-Language Pretraining    Zaid Khan, Vijay Kumar BG, Xiang Yu, Samuel Schulter, Manmohan Chandraker, Yun Fu arXiv_CV arXiv_CV  Reconstruction  Zero-Shot  Represenation_Learning  Pose  VQA  Caption  Prediction  QA  PDF
• 2022-03-27 MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering    Ankit Pal, Logesh Kumar Umapathi, Malaikannan Sankarasubbu arXiv_AI arXiv_AI  Medical  QA  PDF
• 2022-03-27 Image quality assessment for machine learning tasks using meta-reinforcement learning    Shaheer U. Saeed, Yunguan Fu, Vasilis Stavrinides, Zachary M.C. Baum, Qianye Yang, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, J. Alison Noble, Dean C. Barratt, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  Reinforcement_Learning  Pose  Classification  Detection  Image_Classification  QA  PDF
• 2022-03-27 Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-Centric Summarization    Zhenjie Zhao, Yufang Hou, Dakuo Wang, Mo Yu, Chengzhong Liu, Xiaojuan Ma arXiv_CL arXiv_CL  Transformer  Salient  Pose  Summarization  QA  PDF
• 2022-03-26 Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases    Marius Gassen, Benjamin Hättasch, Benjamin Hilprecht, Nadja Geisler, Alexander Fraser, Carsten Binnig arXiv_CL arXiv_CL  Face  Action  QA  PDF
• 2022-03-26 Learning to Answer Questions in Dynamic Audio-Visual Scenarios    Guangyao Li, Yake Wei, Yapeng Tian, Chenliang Xu, Ji-Rong Wen, Di Hu arXiv_CV arXiv_CV  VQA  QA  PDF
• 2022-03-26 Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative Comprehension    Ying Xu, Dakuo Wang, Mo Yu, Daniel Ritchie, Bingsheng Yao, Tongshuang Wu, Zheng Zhang, Toby Jia-Jun Li, Nora Bradford, Branda Sun, Tran Bao Hoang, Yisi Sang, Yufang Hou, Xiaojuan Ma, Diyi Yang, Nanyun Peng, Zhou Yu, Mark Warschauer arXiv_CL arXiv_CL  Pose  Relation  QA  PDF
• 2022-03-25 UKP-SQUARE: An Online Platform for Question Answering Research    Tim Baumgärtner, Kexin Wang, Rachneet Sachdeva, Max Eichler, Gregor Geigle, Clifton Poth, Hannah Sterz, Haritz Puerto, Leonardo F. R. Ribeiro, Jonas Pfeiffer, Nils Reimers, Gözde Gül Şahin, Iryna Gurevych arXiv_CL arXiv_CL  Transformer  Sparse  Face  QA  PDF
• 2022-03-24 Towards Escaping from Language Bias and OCR Error: Semantics-Centered Text Visual Question Answering    Chengyang Fang, Gangyan Zeng, Yu Zhou, Daiqing Wu, Can Ma, Dayong Hu, Weiping Wang arXiv_CV arXiv_CV  Transformer  Recognition  OCR  Optical_Character  Pose  VQA  Prediction  QA  PDF
• 2022-03-24 Subjective and Objective Analysis of Streamed Gaming Videos    Xiangxu Yu, Zhenqiang Ying, Neil Birkbeck, Yilin Wang, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV  VQA  QA  PDF
• 2022-03-24 Towards Efficient and Elastic Visual Question Answering with Doubly Slimmable Transformer    Zhou Yu, Zitian Jin, Jun Yu, Mingliang Xu, Jianping Fan arXiv_CV arXiv_CV  Transformer  VQA  Inference  QA  PDF
• 2022-03-23 What is Software Quality for AI Engineers? Towards a Thinning of the Fog    Valentina Golendukhina, Valentina Lenarduzzi, Michael Felderer arXiv_AI arXiv_AI  QA  PDF
• 2022-03-23 Q-FW: A Hybrid Classical-Quantum Frank-Wolfe for Quadratic Binary Optimization    Alp Yurtsever, Tolga Birdal, Vladislav Golyanik arXiv_CV arXiv_CV  Optimization  Regularization  QA  Matching  PDF
• 2022-03-23 ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention    Yang Liu, Jiaxiang Liu, Li Chen, Yuxiang Lu, Shikun Feng, Zhida Feng, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL  Transformer  Text_Classification  Sparse  Regularization  Pose  Classification  Attention  QA  PDF
• 2022-03-22 Residual-Guided Non-Intrusive Speech Quality Assessment    Zhe Ye, Jiahao Chen, Diqun Yan arXiv_SD arXiv_SD  Enhancement  Speech  Pose  Deep_Learning  Relation  QA  PDF
• 2022-03-22 WuDaoMM: A large-scale Multi-Modal Dataset for Pre-training models    Sha Yuan, Zhao Shuai, Leng Jiahong, Xue Zhao, Zhao Hanyu, Tang Jie arXiv_CL arXiv_CL  Image_Caption  Transformer  Relation  VQA  Caption  QA  PDF
• 2022-03-21 DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization    Zheng Li, Zijian Wang, Ming Tan, Ramesh Nallapati, Parminder Bhatia, Andrew Arnold, Bing Xiang, Dan Roth arXiv_CL arXiv_CL  Quantization  Knowledge  Pose  Summarization  QA  PDF
• 2022-03-21 Relevant CommonSense Subgraphs for 'What if...' Procedural Reasoning    Chen Zheng, Parisa Kordjamshidi arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Action  QA  PDF
• 2022-03-21 Self-Consistency Improves Chain of Thought Reasoning in Language Models    Xuezhi Wang, Jason Wei, Dale Schuurmans, Quoc Le, Ed Chi, Denny Zhou arXiv_CL arXiv_CL  Language_Model  QA  PDF
• 2022-03-21 Teaching language models to support answers with verified quotes    Jacob Menick, Maja Trebacz, Vladimir Mikulik, John Aslanides, Francis Song, Martin Chadwick, Mia Glaese, Susannah Young, Lucy Campbell-Gillingham, Geoffrey Irving, Nat McAleese arXiv_CL arXiv_CL  Reinforcement_Learning  Adversarial  Language_Model  QA  PDF
• 2022-03-21 Targeted Extraction of Temporal Facts from Textual Resources for Improved Temporal Question Answering over Knowledge Bases    Nithish Kannen, Udit Sharma, Sumit Neelam, Dinesh Khandelwal, Shajith Ikbal, Hima Karanam, L Venkata Subramaniam arXiv_CL arXiv_CL  Knowledge  Pose  Face  Action  Relation  QA  PDF
• 2022-03-21 How Do We Answer Complex Questions: Discourse Structure of Long-form Answers    Fangyuan Xu, Junyi Jessy Li, Eunsol Choi arXiv_CL arXiv_CL  Ontology  GAN  QA  PDF
• 2022-03-21 Paraphrasing Techniques for Maritime QA system    Fatemeh Shiri, Terry Yue Zhuo, Zhuang Li, Van Nguyen, Shirui Pan, Weiqing Wang, Reza Haffari, Yuan-Fang Li arXiv_CL arXiv_CL  Zero-Shot  Knowledge  QA  PDF
• 2022-03-21 Programming Language Agnostic Mining of Code and Language Pairs with Sequence Labeling Based Question Answering    Changran Hu, Akshara Reddi Methukupalli, Yutong Zhou, Chen Wu, Yubo Chen arXiv_CL arXiv_CL  Pose  QA  PDF
• 2022-03-20 A Neural-Symbolic Approach to Natural Language Understanding    Zhixuan Liu, Zihao Wang, Yuan Lin, Hang Li arXiv_CL arXiv_CL  Inference  Language_Model  QA  PDF
• 2022-03-20 DEIM: An effective deep encoding and interaction model for sentence matching    Kexin Jiang, Yahui Zhao, Rongyi Cui, Zhenguo Zhang arXiv_CL arXiv_CL  Recognition  Pose  Action  Classification  Relation  Attention  QA  Matching  PDF
• 2022-03-20 Build a Robust QA System with Transformer-based Mixture of Experts    Yu Qing Zhou, Xixuan Julie Liu, Yuanzhe Dong arXiv_AI arXiv_AI  Transformer  Bert  Sparse  Relation  QA  PDF
• 2022-03-19 Sequence-to-Sequence Knowledge Graph Completion and Question Answering    Apoorv Saxena, Adrian Kochsiek, Rainer Gemulla arXiv_CL arXiv_CL  Transformer  Embedding  Knowledge  Knowledge_Graph  Relation  Inference  Prediction  QA  PDF
• 2022-03-19 ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning    Ahmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq Joty, Enamul Hoque arXiv_CL arXiv_CL  Transformer  QA  PDF
• 2022-03-18 Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation    Xingning Dong, Tian Gan, Xuemeng Song, Jianlong Wu, Yuan Cheng, Liqiang Nie arXiv_AI arXiv_AI  Recognition  Action  Relation  Attention  Prediction  QA  PDF
• 2022-03-17 DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection    Nic Jedema, Thuy Vu, Manish Gupta, Alessandro Moschitti arXiv_CL arXiv_CL  Transformer  Knowledge  Inference  QA  PDF
• 2022-03-17 elBERto: Self-supervised Commonsense Learning for Question Answering    Xunlin Zhan, Yuan Li, Xiao Dong, Xiaodan Liang, Zhiting Hu, Lawrence Carin arXiv_CL arXiv_CL  Bert  Represenation_Learning  Knowledge  Self-Supervised  Pose  Relation  QA  PDF
• 2022-03-17 EVA2.0: Investigating Open-Domain Chinese Dialogue Systems with Large-Scale Pre-Training    Yuxian Gu, Jiaxin Wen, Hao Sun, Yi Song, Pei Ke, Chujie Zheng, Zheng Zhang, Jianzhu Yao, Xiaoyan Zhu, Jie Tang, Minlie Huang arXiv_AI arXiv_AI  Knowledge  Pose  QA  PDF
• 2022-03-17 MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering    Yang Ding, Jing Yu, Bang Liu, Yue Hu, Mingxin Cui, Qi Wu arXiv_CV arXiv_CV  Embedding  Knowledge  Pose  Action  Relation  VQA  Prediction  QA  PDF
• 2022-03-17 Ask to Understand: Question Generation for Multi-hop Question Answering    Jiawei Li, Mucheng Ren, Yang Gao, Yizhe Yang arXiv_CL arXiv_CL  Pose  Quantitative  Relation  QA  PDF
• 2022-03-16 AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension    Xiao Li, Gong Cheng, Ziheng Chen, Yawei Sun, Yuzhong Qu arXiv_AI arXiv_AI  Action  Relation  QA  PDF
• 2022-03-16 C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References    Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen arXiv_CL arXiv_CL  QA  PDF
• 2022-03-16 Synthetic Question Value Estimation for Domain Adaptation of Question Answering    Xiang Yue, Ziyu Yao, Huan Sun arXiv_CL arXiv_CL  QA  PDF
• 2022-03-16 Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data    Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng arXiv_CL arXiv_CL  Knowledge  Pose  Summarization  Language_Model  QA  PDF
• 2022-03-16 Application of Quantum Density Matrix in Classical Question Answering and Classical Image Classification    X. Q. Zhao, H. Wan, H. Chen, L. Su, Z. L. Huang, L. Z. Li arXiv_CL arXiv_CL  RNN  Classification  Relation  CNN  Image_Classification  QA  PDF
• 2022-03-15 Hyperdecoders: Instance-specific decoders for multi-task NLP    Hamish Ivison, Matthew E. Peters arXiv_CL arXiv_CL  Embedding  Classification  QA  PDF
• 2022-03-15 K-VQG: Knowledge-aware Visual Question Generation for Common-sense Acquisition    Kohei Uehara, Tatsuya Harada arXiv_CL arXiv_CL  Knowledge  VQA  PDF
• 2022-03-15 Image Quality Assessment for Magnetic Resonance Imaging    Segrey Kastryulin, Jamil Zakirov, Nicola Pezzotti, Dmitry V. Dylov arXiv_CV arXiv_CV  Reconstruction  Enhancement  Image_Enhancement  Denoising  Medical  QA  PDF
• 2022-03-15 Can you even tell left from right? Presenting a new challenge for VQA    Sai Raam Venkatraman, Rishi Rao, S. Balasubramanian, Chandra Sekhar Vorugunti, R. Raghunatha Sarma arXiv_AI arXiv_AI  Pose  Quantitative  Relation  VQA  QA  PDF
• 2022-03-15 Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue    Maximillian Chen, Weiyan Shi, Feifan Yan, Ryan Hou, Jingwen Zhang, Saurav Sahay, Zhou Yu arXiv_CL arXiv_CL  QA  PDF
• 2022-03-15 Efficient Long Sequence Encoding via Synchronization    Xiangyang Mou, Mo Yu, Bingsheng Yao, Lifu Huang arXiv_CL arXiv_CL  Transformer  Embedding  Pose  Attention  QA  PDF
• 2022-03-15 CARETS: A Consistency And Robustness Evaluative Test Suite for VQA    Carlos E. Jimenez, Olga Russakovsky, Karthik Narasimhan arXiv_CL arXiv_CL  Action  VQA  QA  PDF
• 2022-03-14 Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering    Man Luo, Kazuma Hashimoto, Semih Yavuz, Zhiwei Liu, Chitta Baral, Yingbo Zhou arXiv_CL arXiv_CL  Transformer  Bert  Quantitative  Attention  GAN  Language_Model  QA  PDF
• 2022-03-14 CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment    Haoyu Song, Li Dong, Wei-Nan Zhang, Ting Liu, Furu Wei arXiv_CL arXiv_CL  Image_Caption  Zero-Shot  Pose  VQA  Few-Shot  Caption  QA  PDF
• 2022-03-14 A Bayesian approach to translators' reliability assessment    Marco Miccheli, Andrea Tacchella, Andrea Zaccaria, Dario Mazzilli, Sébastien Bratières, Luciano Pietronero arXiv_CL arXiv_CL  Unsupervised  Review  Face  Quantitative  QA  PDF
• 2022-03-14 Reasoning over Public and Private Data in Retrieval-Based Systems    Simran Arora, Patrick Lewis, Angela Fan, Jacob Kahn, Christopher Ré arXiv_AI arXiv_AI  Pose  Face  GAN  QA  PDF
• 2022-03-14 Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering    Jiawei Zhou, Xiaoguang Li, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen arXiv_CL arXiv_CL  Zero-Shot  Pose  Few-Shot  QA  PDF
• 2022-03-14 Uncertainty-Aware Text-to-Program for Question Answering on Structured Electronic Health Records    Daeyoung Kim, Seongsu Bae, Seungho Kim, Edward Choi arXiv_AI arXiv_AI  Pose  Medical  Inference  QA  PDF
• 2022-03-13 Towards Visual-Prompt Temporal Answering Grounding in Medical Instructional Video    Bin Li, Yixuan Weng, Bin Sun, Shutao Li arXiv_AI arXiv_AI  Pose  Relation  Attention  Medical  Language_Model  QA  Matching  PDF
• 2022-03-12 Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation    Wenliang Dai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung arXiv_AI arXiv_AI  Image_Caption  Zero-Shot  Knowledge  Pose  VQA  Caption  Language_Model  QA  PDF
• 2022-03-11 Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval    Luyu Gao, Xueguang Ma, Jimmy Lin, Jamie Callan arXiv_CL arXiv_CL  Embedding  Optimization  Language_Model  QA  PDF
• 2022-03-09 NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks    Fawaz Sammani, Tanmoy Mukherjee, Nikos Deligiannis arXiv_CV arXiv_CV  Image_Caption  VQA  Caption  Inference  Language_Model  Prediction  QA  PDF
• 2022-03-09 DUAL: Textless Spoken Question Answering with Speech Discrete Unit Adaptive Learning    Guan-Ting Lin, Yung-Sung Chuang, Ho-Lam Chung, Shu-wen Yang, Hsuan-Jui Chen, Shang-Wen Li, Abdelrahman Mohamed, Hung-yi Lee, Lin-shan Lee arXiv_CL arXiv_CL  Recognition  Speech  Pose  Attention  Speech_Recognition  QA  PDF
• 2022-03-07 Barlow constrained optimization for Visual Question Answering    Abhishek Jha, Badri N. Patro, Luc Van Gool, Tinne Tuytelaars arXiv_CV arXiv_CV  Embedding  Optimization  Regularization  Pose  Action  Relation  VQA  QA  PDF
• 2022-03-07 Towards Robust Online Dialogue Response Generation    Leyang Cui, Fandong Meng, Yijin Liu, Jie Zhou, Yue Zhang arXiv_CL arXiv_CL  Reinforcement_Learning  Pose  Inference  QA  PDF
• 2022-03-06 Modeling Coreference Relations in Visual Dialog    Mingxiao Li, Marie-Francine Moens arXiv_AI arXiv_AI  Transformer  Unsupervised  Knowledge  Pose  Relation  VQA  PDF
• 2022-03-06 Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering    Mingxiao Li, Marie-Francine Moens arXiv_CV arXiv_CV  Knowledge  Pose  Relation  VQA  Attention  QA  PDF
• 2022-03-04 Beyond Plain Toxic: Detection of Inappropriate Statements on Flammable Topics for the Russian Language    Nikolay Babakov, Varvara Logacheva, Alexander Panchenko arXiv_CL arXiv_CL  Knowledge  Speech  Emotion  Action  Detection  QA  PDF
• 2022-03-03 QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition    Andy T. Liu, Wei Xiao, Henghui Zhu, Dejiao Zhang, Shang-Wen Li, Andrew Arnold arXiv_CL arXiv_CL  Recognition  Zero-Shot  Pose  Few-Shot  Inference  Language_Model  QA  PDF
• 2022-03-02 Video Question Answering: Datasets, Algorithms and Challenges    Yaoyao Zhong, Wei Ji, Junbin Xiao, Yicong Li, Weihong Deng, Tat-Seng Chua arXiv_CV arXiv_CV  Pose  Survey  Attention  Inference  QA  PDF
• 2022-03-02 Recent, rapid advancement in visual question answering architecture    Venkat Kodali, Daniel Berleant arXiv_CV arXiv_CV  Review  VQA  PDF
• 2022-03-02 Can No-reference features help in Full-reference image quality estimation?    Saikat Dutta, Sourya Dipta Das, Nisarg A. Shah arXiv_AI arXiv_AI  Prediction  QA  PDF
• 2022-03-01 MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning    Fangkai Jiao, Yangyang Guo, Xuemeng Song, Liqiang Nie arXiv_AI arXiv_AI  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Relation  QA  PDF
• 2022-03-01 Read before Generate! Faithful Long Form Question Answering with Machine Reading    Dan Su, Xiaoguang Li, Jindi Zhang, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung arXiv_AI arXiv_AI  Salient  Pose  QA  PDF
• 2022-03-01 TableFormer: Robust Transformer Modeling for Table-Text Encoding    Jingfeng Yang, Aditya Gupta, Shyam Upadhyay, Luheng He, Rahul Goel, Shachi Paul arXiv_CL arXiv_CL  Transformer  Pose  Attention  QA  PDF
• 2022-03-01 Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs    Chao Shang, Guangtao Wang, Peng Qi, Jing Huang arXiv_CL arXiv_CL  Embedding  Knowledge  Knowledge_Graph  Pose  Relation  QA  PDF
• 2022-03-01 Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment    Mingyang Zhou, Licheng Yu, Amanpreet Singh, Mengjiao Wang, Zhou Yu, Ning Zhang arXiv_AI arXiv_AI  Unsupervised  Pose  VQA  QA  PDF
• 2022-03-01 Semantic Sentence Composition Reasoning for Multi-Hop Question Answering    Qianglong Chen arXiv_AI arXiv_AI  Language_Model  QA  Matching  PDF
• 2022-02-28 Domain Knowledge-Informed Self-Supervised Representations for Workout Form Assessment    Paritosh Parmar, Amol Gharat, Helge Rhodin arXiv_AI arXiv_AI  3D  Knowledge  Self-Supervised  Pose  Action  Detection  QA  PDF
• 2022-02-28 Robust resource-efficient quantum variational ansatz through evolutionary algorithm    Yuhan Huang, Qingyu Li, Xiaokai Hou, Rebing Wu, Man-Hong Yung, Abolfazl Bayat, Xiaoting Wang arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2022-02-28 Improving Lexical Embeddings for Robust Question Answering    Weiwen Xu, Bowei Zou, Wai Lam, Ai Ti Aw arXiv_CL arXiv_CL  Embedding  Enhancement  Adversarial  Pose  QA  PDF
• 2022-02-28 'Tis but Thy Name: Semantic Question Answering Evaluation with 11M Names for 1M Entities    Albert Huang arXiv_CL arXiv_CL  Pose  QA  Matching  PDF
• 2022-02-27 Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering    Jing Zhang, Xiaokang Zhang, Jifan Yu, Jian Tang, Jie Tang, Cuiping Li, Hong Chen arXiv_CL arXiv_CL  Embedding  Weakly_Supervised  Knowledge  Pose  QA  PDF
• 2022-02-26 Multi-image Super-resolution via Quality Map Associated Temporal Attention Network    Minji Lee, Inyong Koo, Kangwook Ko, Changick Kim arXiv_CV arXiv_CV  Super_Resolution  Pose  Deep_Learning  Attention  QA  PDF
• 2022-02-26 Content-Variant Reference Image Quality Assessment via Knowledge Distillation    Guanghao Yin, Wei Wang, Zehuan Yuan, Chuchu Han, Wei Ji, Shouqian Sun, Changhu Wang arXiv_CV arXiv_CV  Knowledge  Pose  Inference  QA  PDF
• 2022-02-25 CAFQA: Clifford Ansatz For Quantum Accuracy    Gokul Subramanian Ravi, Pranav Gokhale, Yi Ding, William M. Kirby, Kaitlin N. Smith, Jonathan M. Baker, Peter J. Love, Henry Hoffmann, Kenneth R. Brown, Frederic T. Chong arXiv_CV arXiv_CV  Optimization  Relation  VQA  QA  PDF
• 2022-02-25 On Modality Bias Recognition and Reduction    Yangyang Guo, Liqiang Nie, Harry Cheng, Zhiyong Cheng, Mohan Kankanhalli, Alberto Del Bimbo arXiv_CV arXiv_CV  Recognition  Pose  Action_Recognition  Action  Classification  Relation  VQA  Prediction  PDF
• 2022-02-25 Deep Understanding based Multi-Document Machine Reading Comprehension    Feiliang Ren, Yongkang Liu, Bochao Li, Zhibo Wang, Yu Guo, Shilei Liu, Huimin Wu, Jiaqi Wang, Chunchao Liu, Bingchao Wang arXiv_AI arXiv_AI  Pose  Action  QA  PDF
• 2022-02-25 Joint Answering and Explanation for Visual Commonsense Reasoning    Zhenyang Li, Yangyang Guo, Kejie Wang, Yinwei Wei, Liqiang Nie, Mohan Kankanhalli arXiv_CV arXiv_CV  Knowledge  Pose  VQA  Inference  QA  PDF
• 2022-02-24 BERTVision -- A Parameter-Efficient Approach for Question Answering    Siduo Jiang, Cristopher Benge, William Casey King arXiv_CL arXiv_CL  Transformer  Bert  Action  Classification  Inference  Prediction  QA  PDF
• 2022-02-24 Measuring CLEVRness: Blackbox testing of Visual Reasoning Models    Spyridon Mouselinos, Henryk Michalewski, Mateusz Malinowski arXiv_AI arXiv_AI  Adversarial  Pose  VQA  QA  PDF
• 2022-02-23 UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training    Daniel Khashabi, Yeganeh Kordi, Hannaneh Hajishirzi arXiv_CL arXiv_CL  QA  PDF
• 2022-02-22 Knowledge Base Question Answering by Case-based Reasoning over Subgraphs    Rajarshi Das, Ameya Godbole, Ankita Naik, Elliot Tower, Robin Jia, Manzil Zaheer, Hannaneh Hajishirzi, Andrew McCallum arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Pose  QA  PDF
• 2022-02-21 Vision-Language Pre-Training with Triple Contrastive Learning    Jinyu Yang, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, Junzhou Huang arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Knowledge  Pose  Contrastive_Learning  VQA  PDF
• 2022-02-21 OG-SGG: Ontology-Guided Scene Graph Generation. A Case Study in Transfer Learning for Telepresence Robotics    Fernando Amodeo, Fernando Caballero, Natalia Díaz-Rodríguez, Luis Merino arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  Ontology  Action  VQA  QA  PDF
• 2022-02-21 OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images    Aysen Degerli, Serkan Kiranyaz, Muhammad E. H. Chowdhury, Moncef Gabbouj arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Deep_Learning  Detection  QA  PDF
• 2022-02-20 Image quality assessment by overlapping task-specific and task-agnostic measures: application to prostate multiparametric MR images for cancer segmentation    Shaheer U. Saeed, Wen Yan, Yunguan Fu, Francesco Giganti, Qianye Yang, Zachary M. C. Baum, Mirabela Rusu, Richard E. Fan, Geoffrey A. Sonn, Mark Emberton, Dean C. Barratt, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Medical  QA  PDF
• 2022-02-18 D Spatio-Temporal Scene Graphs for Video Question Answering    Anoop Cherian, Chiori Hori, Tim K. Marks, Jonathan Le Roux arXiv_CV arXiv_CV  Transformer  3D  Pose  Action  Inference  QA  PDF
• 2022-02-17 Pulse based Variational Quantum Optimal Control for hybrid quantum computing    Robert de Keijzer, Oliver Tse, Servaas Kokkelmans arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2022-02-17 Designing Effective Sparse Expert Models    Barret Zoph, Irwan Bello, Sameer Kumar, Nan Du, Yanping Huang, Jeff Dean, Noam Shazeer, William Fedus arXiv_CL arXiv_CL  Transformer  Transfer_Learning  Sparse  Adversarial  Pose  Summarization  Language_Model  QA  PDF
• 2022-02-17 A study of deep perceptual metrics for image quality assessment    Rémi Kazmierczak, Gianni Franchi, Nacim Belkhir, Antoine Manzanera, David Filliat arXiv_AI arXiv_AI  Pose  QA  PDF
• 2022-02-17 Deep VQA based on a Novel Hybrid Training Methodology    Chen Feng, Fan Zhang, David R. Bull arXiv_CV arXiv_CV  Pose  Deep_Learning  Relation  VQA  QA  PDF
• 2022-02-15 Russian SuperGLUE 1.1: Revising the Lessons not Learned by Russian NLP models    Alena Fenogenova, Maria Tikhonova, Vladislav Mikhailov, Tatiana Shavrina, Anton Emelyanov, Denis Shevelev, Alexandr Kukushkin, Valentin Malykh, Ekaterina Artemova arXiv_CL arXiv_CL  Inference  QA  PDF
• 2022-02-15 Privacy Preserving Visual Question Answering    Cristian-Paul Bara, Qing Ping, Abhinav Mathur, Govind Thattai, Rohith MV, Gaurav S. Sukhatme arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2022-02-15 Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation    Jannis Bulian, Christian Buck, Wojciech Gajewski, Benjamin Boerschinger, Tal Schuster arXiv_CL arXiv_CL  Bert  Prediction  QA  Matching  PDF
• 2022-02-15 Delving Deeper into Cross-lingual Visual Question Answering    Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych arXiv_CV arXiv_CV  Transformer  Embedding  Zero-Shot  Action  VQA  Few-Shot  QA  PDF
• 2022-02-15 Saving Dense Retriever from Shortcut Dependency in Conversational Search    Sungdong Kim, Gangwoo Kim arXiv_CL arXiv_CL  QA  PDF
• 2022-02-14 An experimental study of the vision-bottleneck in VQA    Pierre Marza, Corentin Kervadec, Grigory Antipov, Moez Baccouche, Christian Wolf arXiv_CV arXiv_CV  Embedding  Pose  Detection  VQA  Object_Detection  Attention  QA  PDF
• 2022-02-14 QA4QG: Using Question Answering to Constrain Multi-Hop Question Generation    Dan Su, Peng Xu, Pascale Fung arXiv_AI arXiv_AI  Transformer  Pose  Language_Model  QA  PDF
• 2022-02-13 Incremental user embedding modeling for personalized text classification    Ruixue Lian, Che-Wei Huang, Yuqing Tang, Qilong Gu, Chengyuan Ma, Chenlei Guo arXiv_CL arXiv_CL  Transformer  Embedding  Text_Classification  Represenation_Learning  Pose  Action  Classification  Prediction  QA  PDF
• 2022-02-13 On the Relationship between Shy and Warded Datalog+/-    Teodoro Baldazzi, Luigi Bellomarini, Marco Favorito, Emanuel Sallinger arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Relation  QA  PDF
• 2022-02-13 PQuAD: A Persian Question Answering Dataset    Kasra Darvishi, Newsha Shahbodagh, Zahra Abbasiantaeb, Saeedeh Momtazi arXiv_CL arXiv_CL  Adversarial  Language_Model  QA  PDF
• 2022-02-13 StoryBuddy: A Human-AI Collaborative Chatbot for Parent-Child Interactive Storytelling with Flexible Parental Involvement    Zheng Zhang, Ying Xu, Yanhao Wang, Bingsheng Yao, Daniel Ritchie, Tongshuang Wu, Mo Yu, Dakuo Wang, Toby Jia-Jun Li arXiv_AI arXiv_AI  Tracking  QA  PDF
• 2022-02-12 Recognition-free Question Answering on Handwritten Document Collections    Oliver Tüselmann, Friedrich Müller, Fabian Wolf, Gernot A. Fink arXiv_CV arXiv_CV  Handwriting  Recognition  Pose  QA  PDF
• 2022-02-09 FedQAS: Privacy-aware machine reading comprehension with federated learning    Addi Ait-Mlouk, Sadi Alawadi, Salman Toor, Andreas Hellander arXiv_CL arXiv_CL  Transformer  Knowledge  Pose  Deep_Learning  QA  PDF
• 2022-02-09 Can Open Domain Question Answering Systems Answer Visual Knowledge Questions?    Jiawen Zhang, Abhijit Mishra, Avinesh P.V.S, Siddharth Patwardhan, Sachin Agarwal arXiv_CL arXiv_CL  Unsupervised  Reinforcement_Learning  Bert  Weakly_Supervised  Knowledge  Pose  VQA  QA  PDF
• 2022-02-09 QAC: Quantum-computing Aided Composition    Omar Costa Hamido arXiv_SD arXiv_SD  Review  QA  PDF
• 2022-02-08 Logical Reasoning for Task Oriented Dialogue Systems    Sajjad Beygi, Maryam Fazel-Zarandi, Alessandra Cervone, Prakash Krishnan, Siddhartha Reddy Jonnalagadda arXiv_CL arXiv_CL  Transformer  Bert  Knowledge  Pose  Relation  QA  PDF
• 2022-02-08 NEWSKVQA: Knowledge-Aware News Video Question Answering    Pranay Gupta, Manish Gupta arXiv_CV arXiv_CV  Surveillance  Video_Indexing  Knowledge  Pose  VQA  Summarization  Activity  QA  Video_Retrieval  PDF
• 2022-02-07 Red Teaming Language Models with Language Models    Ethan Perez, Saffron Huang, Francis Song, Trevor Cai, Roman Ring, John Aslanides, Amelia Glaese, Nat McAleese, Geoffrey Irving arXiv_CL arXiv_CL  Reinforcement_Learning  Zero-Shot  Language_Model  QA  PDF
• 2022-02-07 Conversational Agents: Theory and Applications    Mattias Wahde, Marco Virgolin arXiv_CL arXiv_CL  Review  Speech  QA  PDF
• 2022-02-07 Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework    Peng Wang, An Yang, Rui Men, Junyang Lin, Shuai Bai, Zhikang Li, Jianxin Ma, Chang Zhou, Jingren Zhou, Hongxia Yang arXiv_CV arXiv_CV  Image_Caption  Bert  Pose  Classification  VQA  Text_Generation  Caption  Image_Classification  QA  PDF
• 2022-02-06 How Effective is Incongruity? Implications for Code-mix Sarcasm Detection    Aditya Shah, Chandresh Kumar Maurya arXiv_CL arXiv_CL  Embedding  Pose  Face  Detection  QA  PDF
• 2022-02-05 DSSIM: a structural similarity index for floating-point data    Allison H. Baker, Alexander Pinard, Dorit M. Hammerling arXiv_CV arXiv_CV  Pose  QA  PDF
• 2022-02-04 Pir'a: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean    André F. A. Paschoal, Paulo Pirozelli, Valdinei Freire, Karina V. Delgado, Sarajane M. Peres, Marcos M. José, Flávio Nakasato, André S. Oliveira, Anarosa A. F. Brandão, Anna H. R. Costa, Fabio G. Cozman arXiv_CL arXiv_CL  Knowledge  Review  QA  PDF
• 2022-02-04 Webly Supervised Concept Expansion for General Purpose Vision Models    Amita Kamath, Christopher Clark, Tanmay Gupta, Eric Kolve, Derek Hoiem, Aniruddha Kembhavi arXiv_CV arXiv_CV  Recognition  Knowledge  Pose  Action_Recognition  Action  Classification  Caption  QA  PDF
• 2022-02-04 Quality Assessment of Low Light Restored Images: A Subjective Study and an Unsupervised Model    Vignesh Kannan, Sameer Malik, Rajiv Soundararajan arXiv_CV arXiv_CV  Unsupervised  Restoration  Self-Supervised  Contrastive_Learning  QA  PDF
• 2022-02-04 Grounding Answers for Visual Questions Asked by Visually Impaired People    Chongyan Chen, Samreen Anjum, Danna Gurari arXiv_CV arXiv_CV  Recognition  Action  VQA  QA  PDF
• 2022-02-03 JaQuAD: Japanese Question Answering Dataset for Machine Reading Comprehension    ByungHoon So, Kyuhong Byun, Kyungwon Kang, Seongjin Cho arXiv_AI arXiv_AI  QA  PDF
• 2022-01-31 QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers    Aleksandr Perevalov, Dennis Diefenbach, Ricardo Usbeck, Andreas Both arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Face  QA  PDF
• 2022-01-30 Compositionality as Lexical Symmetry    Ekin Akyürek, Jacob Andreas arXiv_CV arXiv_CV  Transformer  RNN  VQA  PDF
• 2022-01-30 A Dataset for Medical Instructional Video Classification and Question Answering    Deepak Gupta, Kush Attal, Dina Demner-Fushman arXiv_CV arXiv_CV  Pose  Classification  Medical  QA  Video_Classification  PDF
• 2022-01-28 BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation    Junnan Li, Dongxu Li, Caiming Xiong, Steven Hoi arXiv_CV arXiv_CV  Image_Caption  Zero-Shot  Pose  VQA  Caption  QA  PDF
• 2022-01-28 Generalized Visual Quality Assessment of GAN-Generated Face Images    Yu Tian, Zhangkai Ni, Baoliang Chen, Shiqi Wang, Hanli Wang, Sam Kwong arXiv_CV arXiv_CV  Knowledge  Adversarial  Pose  Face  Attention  GAN  CNN  Prediction  QA  PDF
• 2022-01-27 IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages    Emanuele Bugliarello, Fangyu Liu, Jonas Pfeiffer, Siva Reddy, Desmond Elliott, Edoardo Maria Ponti, Ivan Vulić arXiv_CL arXiv_CL  Transfer_Learning  Zero-Shot  VQA  Few-Shot  PDF
• 2022-01-27 Transformer Module Networks for Systematic Generalization in Visual Question Answering    Moyuru Yamada, Vanessa D'Amario, Kentaro Takemoto, Xavier Boix, Tomotake Sasaki arXiv_CV arXiv_CV  Transformer  Pose  VQA  QA  PDF
• 2022-01-26 SCAI-QReCC Shared Task on Conversational Question Answering    Svitlana Vakulenko, Johannes Kiesel, Maik Fröbe arXiv_CL arXiv_CL  GAN  QA  PDF
• 2022-01-26 Learning to Compose Diversified Prompts for Image Emotion Classification    Sinuo Deng, Lifang Wu, Ge Shi, Lehao Xing, Meng Jian arXiv_CV arXiv_CV  Pose  Emotion  Classification  VQA  Language_Model  PDF
• 2022-01-26 CodeRetriever: Unimodal and Bimodal Contrastive Learning    Xiaonan Li, Yeyun Gong, Yelong Shen, Xipeng Qiu, Hang Zhang, Bolun Yao, Weizhen Qi, Daxin Jiang, Weizhu Chen, Nan Duan arXiv_CL arXiv_CL  Zero-Shot  Pose  Contrastive_Learning  QA  PDF
• 2022-01-26 An Automated Question-Answering Framework Based on Evolution Algorithm    Sinan Tan, Hui Xue, Qiyu Ren, Huaping Liu, Jing Bai arXiv_CL arXiv_CL  Knowledge  Pose  Deep_Learning  QA  PDF
• 2022-01-25 MGA-VQA: Multi-Granularity Alignment for Visual Question Answering    Peixi Xiong, Yilin Shen, Hongxia Jin arXiv_CV arXiv_CV  Pose  Relation  VQA  Attention  QA  PDF
• 2022-01-25 SA-VQA: Structured Alignment of Visual and Semantic Representations for Visual Question Answering    Peixi Xiong, Quanzeng You, Pei Yu, Zicheng Liu, Ying Wu arXiv_CV arXiv_CV  Pose  Action  Relation  VQA  Attention  QA  PDF
• 2022-01-24 Text and Code Embeddings by Contrastive Pre-Training    Arvind Neelakantan, Tao Xu, Raul Puri, Alec Radford, Jesse Michael Han, Jerry Tworek, Qiming Yuan, Nikolas Tezak, Jong Wook Kim, Chris Hallacy, Johannes Heidecke, Pranav Shyam, Boris Power, Tyna Eloundou Nekoul, Girish Sastry, Gretchen Krueger, David Schnurr, Felipe Petroski Such, Kenny Hsu, Madeleine Thompson, Tabarak Khan, Toki Sherbakov, Joanne Jang, Peter Welinder, Lilian Weng arXiv_CL arXiv_CL  Embedding  Unsupervised  Classification  QA  PDF
• 2022-01-24 Towards Collaborative Question Answering: A Preliminary Study    Xiangkun Hu, Hang Yan, Qipeng Guo, Xipeng Qiu, Weinan Zhang, Zheng Zhang arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Pose  QA  PDF
• 2022-01-24 Unified Question Generation with Continual Lifelong Learning    Wei Yuan, Hongzhi Yin, Tieke He, Tong Chen, Qiufeng Wang, Lizhen Cui arXiv_AI arXiv_AI  Pose  Action  QA  PDF
• 2022-01-24 Question Generation for Evaluating Cross-Dataset Shifts in Multi-modal Grounding    Arjun R. Akula arXiv_CV arXiv_CV  Knowledge  Pose  VQA  QA  PDF
• 2022-01-22 Leaf: Multiple-Choice Question Generation    Kristiyan Vachev, Momchil Hardalov, Georgi Karadzhov, Georgi Georgiev, Ivan Koychev, Preslav Nakov arXiv_AI arXiv_AI  Knowledge  QA  PDF
• 2022-01-21 GreaseLM: Graph REASoning Enhanced Language Models for Question Answering    Xikun Zhang, Antoine Bosselut, Michihiro Yasunaga, Hongyu Ren, Percy Liang, Christopher D. Manning, Jure Leskovec arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Action  Relation  Medical  Language_Model  QA  PDF
• 2022-01-21 Text Style Transfer for Bias Mitigation using Masked Language Modeling    Ewoenam Kwaku Tokpo, Toon Calders arXiv_CL arXiv_CL  Style_Transfer  Salient  Language_Model  QA  PDF
• 2022-01-20 Neural Network Quantization with AI Model Efficiency Toolkit    Sangeetha Siddegowda, Marios Fournarakis, Markus Nagel, Tijmen Blankevoort, Chirag Patel, Abhijit Khobare arXiv_AI arXiv_AI  Quantization  Optimization  Inference  QA  PDF
• 2022-01-20 End-to-end Generative Pretraining for Multimodal Video Captioning    Paul Hongsuck Seo, Arsha Nagrani, Anurag Arnab, Cordelia Schmid arXiv_AI arXiv_AI  Video_Caption  Speech  Pose  Action  Classification  Caption  QA  Video_Retrieval  PDF
• 2022-01-20 Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis    Aleksandr Perevalov, Xi Yan, Liubov Kovriguina, Longquan Jiang, Andreas Both, Ricardo Usbeck arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Face  Survey  QA  PDF
• 2022-01-18 Dialog Intent Induction via Density-based Deep Clustering Ensemble    Jiashu Pu, Guandan Chen, Yongzhu Chang, Xiaoxi Mao arXiv_CL arXiv_CL  Pose  QA  PDF
• 2022-01-18 Unpaired Referring Expression Grounding via Bidirectional Cross-Modal Matching    Hengcan Shi, Munawar Hayat, Jianfei Cai arXiv_CV arXiv_CV  Knowledge  Pose  Attention  Prediction  QA  Matching  PDF
• 2022-01-17 A Literature Survey of Recent Advances in Chatbots    Guendalina Caldarini, Sardar Jaf, Kenneth McGarry arXiv_CL arXiv_CL  Review  Survey  QA  Recommendation  PDF
• 2022-01-17 Chatbot System Architecture    Moataz Mohammed, Mostafa M. Aref arXiv_CL arXiv_CL  Deep_Learning  QA  PDF
• 2022-01-16 In Situ Answer Sentence Selection at Web-scale    Zeyu Zhang, Thuy Vu, Alessandro Moschitti arXiv_CL arXiv_CL  Transformer  Pose  Inference  QA  PDF
• 2022-01-15 Chatbot Based Solution for Supporting Software Incident Management Process    Nagib Sabbag Filho, Rogerio Rossi arXiv_AI arXiv_AI  Pose  QA  PDF
• 2022-01-15 Reasoning over Hybrid Chain for Table-and-Text Open Domain QA    Wanjun Zhong, Junjie Huang, Qian Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan arXiv_CL arXiv_CL  Pose  Action  QA  PDF
• 2022-01-15 A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases    Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G P Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander Gray, Guilherme Lima, Ryan Riegel, Francois Luus, L Venkata Subramaniam arXiv_CL arXiv_CL  Knowledge  QA  PDF
• 2022-01-15 Kformer: Knowledge Injection in Transformer Feed-Forward Layers    Yunzhi Yao, Shaohan Huang, Ningyu Zhang, Li Dong, Furu Wei, Huajun Chen arXiv_CL arXiv_CL  Transformer  Knowledge  Pose  Medical  Language_Model  QA  PDF
• 2022-01-15 CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks    Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Jianwei Yang, Xiyang Dai, Bin Xiao, Haoxuan You, Shih-Fu Chang, Lu Yuan arXiv_CL arXiv_CL  Embedding  Knowledge  Pose  VQA  Inference  QA  PDF
• 2022-01-14 Mental Health Assessment for the Chatbots    Yong Shan, Jinchao Zhang, Zekang Li, Yang Feng, Jie Zhou arXiv_CL arXiv_CL  Emotion  Action  Attention  QA  PDF
• 2022-01-14 CommonsenseQA 2.0: Exposing the Limits of AI through Gamification    Alon Talmor, Ori Yoran, Ronan Le Bras, Chandra Bhagavatula, Yoav Goldberg, Yejin Choi, Jonathan Berant arXiv_CL arXiv_CL  Adversarial  Pose  Few-Shot  Inference  Language_Model  QA  PDF
• 2022-01-14 A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering    Feng Gao, Qing Ping, Govind Thattai, Aishwarya Reganti, Ying Nian Wu, Prem Natarajan arXiv_CV arXiv_CV  Image_Caption  Knowledge  Pose  VQA  GAN  Language_Model  QA  PDF
• 2022-01-13 Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation    Yuyan Chen, Yanghua Xiao, Bang Liu arXiv_CL arXiv_CL  Pose  Quantitative  Prediction  QA  PDF
• 2022-01-13 Towards Automated Error Analysis: Learning to Characterize Errors    Tong Gao, Shivang Singh, Raymond J. Mooney arXiv_AI arXiv_AI  Bert  Pose  VQA  PDF
• 2022-01-11 Uni-EDEN: Universal Encoder-Decoder Network by Multi-Granular Vision-Language Pre-training    Yehao Li, Jiahao Fan, Yingwei Pan, Ting Yao, Weiyao Lin, Tao Mei arXiv_CV arXiv_CV  Image_Caption  Transformer  Knowledge  Action  Classification  VQA  Caption  Language_Model  Matching  PDF
• 2022-01-11 On the Efficacy of Co-Attention Transformer Layers in Visual Question Answering    Ankur Sikarwar, Gabriel Kreiman arXiv_CV arXiv_CV  Transformer  Speech  Action  Quantitative  VQA  Attention  QA  PDF
• 2022-01-11 TSA-Net: Tube Self-Attention Network for Action Quality Assessment    Shunli Wang, Dingkang Yang, Peng Zhai, Chixiao Chen, Lihua Zhang arXiv_CV arXiv_CV  Recognition  Sparse  Pose  Action_Recognition  Action  Attention  QA  PDF
• 2022-01-10 COIN: Counterfactual Image Generation for VQA Interpretation    Zeyd Boukhers, Timo Hartmann, Jan Jürjens arXiv_CV arXiv_CV  Pose  Quantitative  VQA  QA  PDF
• 2022-01-10 Generating the optimal structures for parameterized quantum circuits by a meta-trained graph variational autoencoder    Chuangtao Chen, Zhimin He, Shenggen Zheng, Yan Zhou, Haozhen Situ arXiv_CV arXiv_CV  Optimization  Pose  VQA  QA  PDF
• 2022-01-10 Empirical study on BlenderBot 2.0 Errors Analysis in terms of Model, Data and User-Centric Approach    Jungseob Lee, Midan Shim, Suhyune Son, Yujin Kim, Chanjun Park, Heuiseok Lim arXiv_CL arXiv_CL  Speech  Pose  QA  PDF
• 2022-01-07 MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound    Rowan Zellers, Jiasen Lu, Ximing Lu, Youngjae Yu, Yanpeng Zhao, Mohammadreza Salehi, Aditya Kusupati, Jack Hessel, Ali Farhadi, Yejin Choi arXiv_CL arXiv_CL  Video_Caption  Zero-Shot  Knowledge  Pose  VQA  Prediction  QA  PDF
• 2022-01-07 RxWhyQA: a clinical question-answering dataset with the challenge of multi-answer questions    Sungrim Moon, Huan He, Hongfang Liu, Jungwei W. Fan arXiv_CL arXiv_CL  Relation  QA  PDF
• 2022-01-07 Semi-Supervised Clustering with Contrastive Learning for Discovering New Intents    Feng Wei, Zhenbo Chen, Zhenghong Hao, Fengxin Yang, Hua Wei, Bing Han, Sheng Guo arXiv_CL arXiv_CL  Pose  Contrastive_Learning  QA  PDF
• 2022-01-07 Intent Matching based Customer Services Chatbot with Natural Language Understanding    Alvin Chaidrata, Mariyam Imtha Shafeeu, Sze Ker Chew, Zhiyuan Chen, Jin Sheng Cham, Zi Li Yong, Uen Hsieh Yap, Dania Imanina Binti Kamarul Bahrin arXiv_CL arXiv_CL  Face  GAN  QA  Matching  PDF
• 2022-01-05 Does entity abstraction help generative Transformers reason?    Nicolas Gontier, Siva Reddy, Christopher Pal arXiv_AI arXiv_AI  Transformer  Embedding  Knowledge  Pose  Action  Relation  Language_Model  Prediction  QA  PDF
• 2022-01-05 Multi Document Reading Comprehension    Avi Chawla arXiv_CL arXiv_CL  Pose  QA  PDF
• 2022-01-05 Deep Probabilistic Graph Matching    He Liu, Tao Wang, Yidong Li, Congyan Lang, Songhe Feng, Haibin Ling arXiv_CV arXiv_CV  Pose  Deep_Learning  Prediction  QA  Matching  PDF
• 2022-01-05 FAVER: Blind Quality Prediction of Variable Frame Rate Videos    Qi Zheng, Zhengzhong Tu, Pavan C. Madhusudana, Xiaoyang Zeng, Alan C. Bovik, Yibo Fan arXiv_CV arXiv_CV  Pose  VQA  Prediction  QA  PDF
• 2022-01-05 Quantum Chaos and Circuit Parameter Optimization    Joonho Kim, Yaron Oz, Dario Rosa arXiv_CV arXiv_CV  Optimization  Relation  VQA  QA  PDF
• 2022-01-04 Interactive Attention AI to translate low light photos to captions for night scene understanding in women safety    Rajagopal A, Nirmala V, Arun Muthuraj Vedamanickam arXiv_CV arXiv_CV  Image_Caption  Enhancement  Image_Enhancement  Deep_Learning  VQA  Attention  Caption  Language_Model  PDF
• 2022-01-04 Quantum circuit architecture search on a superconducting processor    Kehuan Linghu, Yang Qian, Ruixia Wang, Meng-Jun Hu, Zhiyuan Li, Xuegang Li, Huikai Xu, Jingning Zhang, Teng Ma, Peng Zhao, Dong E. Liu, Min-Hsiu Hsieh, Xingyao Wu, Yuxuan Du, Dacheng Tao, Yirong Jin, Haifeng Yu arXiv_CV arXiv_CV  NAS  Classification  VQA  QA  PDF
• 2022-01-01 Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization    Zi-Yi Dou, Nanyun Peng arXiv_CL arXiv_CL  Unsupervised  Zero-Shot  Text_Classification  Optimization  Knowledge  Pose  Action  Classification  Relation  Relation_Extraction  Language_Model  Prediction  QA  PDF
• 2021-12-31 A Deep Learning Approach to Integrate Human-Level Understanding in a Chatbot    Afia Fairoose Abedin, Amirul Islam Al Mamun, Rownak Jahan Nowrin, Amitabha Chakrabarty, Moin Mostakim, Sudip Kumar Naskar arXiv_CL arXiv_CL  Recognition  Review  Emotion  Action  Classification  Deep_Learning  Detection  Sentiment  GAN  QA  PDF
• 2021-12-31 OpenQA: Hybrid QA System Relying on Structured Knowledge Base as well as Non-structured Data    Gaochen Wu, Bin Xu, Yuxin Qin, Yang Liu, Lingyu Liu, Ziwei Wang arXiv_CL arXiv_CL  Transformer  Represenation_Learning  Knowledge  Pose  QA  PDF
• 2021-12-31 Clustering Vietnamese Conversations From Facebook Page To Build Training Dataset For Chatbot    Trieu Hai Nguyen, Thi-Kim-Ngoan Pham, Thi-Hong-Minh Bui, Thanh-Quynh-Chau Nguyen arXiv_CL arXiv_CL  Embedding  Bert  Pose  Face  Action  QA  PDF
• 2021-12-30 VisQA: Quantifying Information Visualisation Recallability via Question Answering    Yao Wang, Chuhan Jiao, Mihai Bâce, Andreas Bulling arXiv_CV arXiv_CV  Pose  Quantitative  VQA  QA  PDF
• 2021-12-30 Chatbot for fitness management using IBM Watson    Sai Rugved Lola, Rahul Dhadvai, Wei Wang, Ting Zhu arXiv_AI arXiv_AI  Pose  QA  Recommendation  PDF
• 2021-12-30 Does QA-based intermediate training help fine-tuning language models for text classification?    Shiwei Zhang, Xiuzhen Zhang arXiv_AI arXiv_AI  Text_Classification  Classification  Inference  Language_Model  QA  PDF
• 2021-12-30 Two Instances of Interpretable Neural Network for Universal Approximations    Erico Tjoa, Guan Cuntai arXiv_AI arXiv_AI  Pose  QA  PDF
• 2021-12-28 The University of Texas at Dallas HLTRI's Participation in EPIC-QA: Searching for Entailed Questions Revealing Novel Answer Nuggets    Maxwell Weinzierl, Sanda M. Harabagiu arXiv_CL arXiv_CL  Bert  Relation  QA  PDF
• 2021-12-27 Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?    Sedigheh Eslami, Gerard de Melo, Christoph Meinel arXiv_CV arXiv_CV  Represenation_Learning  VQA  Medical  QA  PDF
• 2021-12-27 'A Passage to India': Pre-trained Word Embeddings for Indian Languages    Kumar Saurav, Kumar Saunack, Diptesh Kanojia, Pushpak Bhattacharyya arXiv_CL arXiv_CL  Embedding  Bert  QA  PDF
• 2021-12-27 Multi-Image Visual Question Answering    Harsh Raj, Janhavi Dadhania, Akhilesh Bhardwaj arXiv_AI arXiv_AI  Embedding  Bert  Pose  Action  VQA  Attention  PDF
• 2021-12-27 HeteroQA: Learning towards Question-and-Answering through Multiple Information Sources via Heterogeneous Graph Modeling    Shen Gao, Yuchi Zhang, Yongliang Wang, Yang Dong, Xiuying Chen, Dongyan Zhao, Rui Yan arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  QA  PDF
• 2021-12-27 Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling    Yang Deng, Yaliang Li, Wenxuan Zhang, Bolin Ding, Wai Lam arXiv_CL arXiv_CL  Knowledge  Pose  Attention  QA  PDF
• 2021-12-26 New Methods & Metrics for LFQA tasks    Suchismit Mahapatra, Vladimir Blagojevic, Pablo Bertorello, Prasanna Kumar arXiv_CL arXiv_CL  Inference  QA  PDF
• 2021-12-26 ArT: All-round Thinker for Unsupervised Commonsense Question-Answering    Jiawei Wang, Hai Zhao arXiv_AI arXiv_AI  Unsupervised  Knowledge  Pose  Language_Model  QA  PDF
• 2021-12-25 PerCQA: Persian Community Question Answering Dataset    Naghme Jamali, Yadollah Yaghoobzadeh, Hesham Faili arXiv_CL arXiv_CL  Language_Model  QA  PDF
• 2021-12-23 Measuring Attribution in Natural Language Generation Models    Hannah Rashkin, Vitaly Nikolaev, Matthew Lamm, Michael Collins, Dipanjan Das, Slav Petrov, Gaurav Singh Tomar, Iulia Turc, David Reitter arXiv_CL arXiv_CL  Summarization  QA  PDF
• 2021-12-23 LaTr: Layout-Aware Transformer for Scene-Text VQA    Ali Furkan Biten, Ron Litman, Yusheng Xie, Srikar Appalaraju, R. Manmatha arXiv_CV arXiv_CV  Transformer  OCR  Pose  Scene_Text  Detection  VQA  Object_Detection  QA  PDF
• 2021-12-22 CLEVR3D: Compositional Language and Elementary Visual Reasoning for Question Answering in 3D Real-World Scenes    Xu Yan, Zhihao Yuan, Yuhao Du, Yinghong Liao, Yao Guo, Zhen Li, Shuguang Cui arXiv_CV arXiv_CV  Transformer  Recognition  3D  Pose  Classification  Relation  VQA  QA  PDF
• 2021-12-21 An Inference Approach To Question Answering Over Knowledge Graphs    Aayushee Gupta, K.M. Annervaz, Ambedkar Dukkipati, Shubhashis Sengupta arXiv_CL arXiv_CL  Knowledge  Knowledge_Graph  Pose  Deep_Learning  Inference  QA  PDF
• 2021-12-21 A Parameter Initialization Method for Variational Quantum Algorithms to Mitigate Barren Plateaus Based on Transfer Learning    Huan-Yu Liu, Tai-Ping Sun, Yu-Chun Wu, Yong-Jian Han, Guo-Ping Guo arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Face  VQA  QA  PDF
• 2021-12-20 MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding    Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander Schwing, Heng Ji arXiv_CV arXiv_CV  Image_Caption  Knowledge  Action  Caption  QA  PDF
• 2021-12-20 General Greedy De-bias Learning    Xinzhe Han, Shuhui Wang, Chi Su, Qingming Huang, Qi Tian arXiv_CV arXiv_CV  Gradient_Descent  Regularization  Knowledge  Adversarial  Pose  Classification  Relation  VQA  Image_Classification  Prediction  PDF
• 2021-12-20 ScanQA: 3D Question Answering for Spatial Scene Understanding    Daichi Azuma, Taiki Miyanishi, Shuhei Kurita, Motoki Kawanabe arXiv_CV arXiv_CV  Embedding  3D  Knowledge  Pose  VQA  QA  PDF
• 2021-12-19 Task-Oriented Multi-User Semantic Communications    Huiqiang Xie, Zhijin Qin, Xiaoming Tao, Khaled B. Letaief arXiv_CV arXiv_CV  Transformer  Embedding  Image_Retrieval  Pose  Deep_Learning  VQA  QA  PDF
• 2021-12-18 Cascading Adaptors to Leverage English Data to Improve Performance of Question Answering for Low-Resource Languages    Hariom A. Pandya, Bhavik Ardeshna, Dr. Brijesh S. Bhatt arXiv_AI arXiv_AI  Transformer  Transfer_Learning  Zero-Shot  Pose  QA  PDF
• 2021-12-17 Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks    Guangxing Han, Yicheng He, Shiyuan Huang, Jiawei Ma, Shih-Fu Chang arXiv_AI arXiv_AI  Pose  Detection  Relation  Few-Shot  Object_Detection  CNN  QA  Matching  PDF
• 2021-12-17 Reasoning Chain Based Adversarial Attack for Multi-hop Question Answering    Jiayu Ding (1), Siyuan Wang (1), Qin Chen (2), Zhongyu Wei (1) ((1) Fudan University, (2) East China Normal University) arXiv_CL arXiv_CL  Adversarial  Pose  Face  Inference  Prediction  QA  PDF
• 2021-12-17 Align and Prompt: Video-and-Language Pre-training with Entity Prompts    Dongxu Li, Junnan Li, Hongdong Li, Juan Carlos Niebles, Steven C.H. Hoi arXiv_CV arXiv_CV  Transformer  Pose  Action  Detection  Object_Detection  QA  Video_Retrieval  PDF
• 2021-12-16 Effective prevention of semantic drift as angular distance in memory-less continual deep neural networks    Khouloud Saadi, Muhammad Taimoor Khan arXiv_CV arXiv_CV  Sparse  Knowledge  Pose  QA  PDF
• 2021-12-16 Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants    Max Bartolo, Tristan Thrush, Sebastian Riedel, Pontus Stenetorp, Robin Jia, Douwe Kiela arXiv_CL arXiv_CL  Adversarial  QA  PDF
• 2021-12-16 Ditch the Gold Standard: Re-evaluating Conversational Question Answering    Huihan Li, Tianyu Gao, Manan Goenka, Danqi Chen arXiv_CL arXiv_CL  Pose  QA  PDF
• 2021-12-16 Utilizing Evidence Spans via Sequence-Level Contrastive Learning for Long-Context Question Answering    Avi Caciularu, Ido Dagan, Jacob Goldberger, Arman Cohan arXiv_AI arXiv_AI  Transformer  Pose  Contrastive_Learning  QA  PDF
• 2021-12-16 Distilled Dual-Encoder Model for Vision-Language Understanding    Zekun Wang, Wenhui Wang, Haichao Zhu, Ming Liu, Bing Qin, Furu Wei arXiv_CV arXiv_CV  Image_Caption  Pose  Action  VQA  Attention  Inference  PDF
• 2021-12-16 DREAM: Uncovering Mental Models behind Language Models    Yuling Gu, Bhavana Dalvi Mishra, Peter Clark arXiv_AI arXiv_AI  Zero-Shot  Pose  Language_Model  QA  PDF
• 2021-12-16 QAHOI: Query-Based Anchors for Human-Object Interaction Detection    Junwen Chen, Keiji Yanai arXiv_CV arXiv_CV  Transformer  Pose  Action  Detection  Relation  Object_Detection  QA  PDF
• 2021-12-16 KAT: A Knowledge Augmented Transformer for Vision-and-Language    Liangke Gui, Borui Wang, Qiuyuan Huang, Alex Hauptmann, Yonatan Bisk, Jianfeng Gao arXiv_CL arXiv_CL  Transformer  Knowledge  Pose  VQA  Prediction  QA  PDF
• 2021-12-16 QuALITY: Question Answering with Long Input Texts, Yes!    Richard Yuanzhe Pang, Alicia Parrish, Nitish Joshi, Nikita Nangia, Jason Phang, Angelica Chen, Vishakh Padmakumar, Johnny Ma, Jana Thompson, He He, Samuel R. Bowman arXiv_CL arXiv_CL  QA  PDF
• 2021-12-16 Block-Skim: Efficient Question Answering for Transformer    Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin, Minyi Guo, Yuhao Zhu arXiv_CL arXiv_CL  Transformer  Bert  Pose  Classification  Attention  Inference  QA  PDF
• 2021-12-16 CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning    Zeqiu Wu, Yi Luan, Hannah Rashkin, David Reitter, Gaurav Singh Tomar arXiv_CL arXiv_CL  Reinforcement_Learning  QA  PDF
• 2021-12-16 Learning Rich Representation of Keyphrases from Text    Mayank Kulkarni, Debanjan Mahata, Ravneet Arora, Rajarshi Bhowmik arXiv_CL arXiv_CL  Transformer  Recognition  Action  Relation  Relation_Extraction  Summarization  Language_Model  QA  PDF
• 2021-12-16 QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization    Alexander R. Fabbri, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong arXiv_CL arXiv_CL  Pose  Quantitative  Classification  Summarization  QA  PDF
• 2021-12-15 ErAConD : Error Annotated Conversational Dialog Dataset for Grammatical Error Correction    Xun Yuan, Derek Pham, Sam Davidson, Zhou Yu arXiv_CL arXiv_CL  Knowledge  QA  PDF
• 2021-12-15 3D Question Answering    Shuquan Ye, Dongdong Chen, Songfang Han, Jing Liao arXiv_CV arXiv_CV  Transformer  Point_Cloud  3D  Bert  Pose  VQA  QA  PDF
• 2021-12-15 One System to Rule them All: a Universal Intent Recognition System for Customer Service Chatbots    Juan Camilo Vasquez-Correa, Juan Carlos Guerrero-Sierra, Jose Luis Pemberty-Tamayo, Juan Esteban Jaramillo, Andres Felipe Tejada-Castro arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Recognition  Bert  RNN  Pose  Classification  CNN  Language_Model  QA  PDF
• 2021-12-15 Characterizing the Program Expressive Power of Existential Rule Languages    Heng Zhang arXiv_AI arXiv_AI  Knowledge  Ontology  QA  PDF
• 2021-12-15 Learning to Transpile AMR into SPARQL    Mihaela Bornea, Ramon Fernandez Astudillo, Tahira Naseem, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Pavan Kapanipathi, Radu Florian, Salim Roukos arXiv_CL arXiv_CL  Knowledge  Pose  Action  Relation  Attention  QA  Matching  PDF
• 2021-12-14 Maximum Bayes Smatch Ensemble Distillation for AMR Parsing    Young-Suk Lee, Ramon Fernandez Astudillo, Thanh Lam Hoang, Tahira Naseem, Radu Florian, Salim Roukos arXiv_AI arXiv_AI  Transfer_Learning  Pose  QA  PDF
• 2021-12-14 Do Answers to Boolean Questions Need Explanations? Yes    Sara Rosenthal, Mihaela Bornea, Avirup Sil, Radu Florian, Scott McCarley arXiv_CL arXiv_CL  QA  PDF
• 2021-12-14 Learning to Retrieve Passages without Supervision    Ori Ram, Gal Shachaf, Omer Levy, Jonathan Berant, Amir Globerson arXiv_CL arXiv_CL  Sparse  Self-Supervised  Pose  Contrastive_Learning  QA  PDF
• 2021-12-14 Dual-Key Multimodal Backdoors for Visual Question Answering    Matthew Walmer, Karan Sikka, Indranil Sur, Abhinav Shrivastava, Susmit Jha arXiv_CV arXiv_CV  Embedding  Optimization  Pose  Classification  Deep_Learning  Detection  VQA  Object_Detection  QA  PDF
• 2021-12-14 Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ans{'a}tze    Han Zheng, Zimu Li, Junyu Liu, Sergii Strelchuk, Risi Kondor arXiv_AI arXiv_AI  Optimization  CNN  QA  PDF
• 2021-12-14 You Only Need One Model for Open-domain Question Answering    Haejun Lee, Akhil Kedia, Jongwon Lee, Ashwin Paranjape, Christopher D. Manning, Kyoung-Gu Woo arXiv_AI arXiv_AI  Transformer  Knowledge  Pose  Attention  QA  PDF
• 2021-12-14 Multi-Instance Training for Question Answering Across Table and Linked Text    Vishwajeet Kumar, Saneem Chemmengath, Yash Gupta, Jaydeep Sen, Samarth Bharadwaj, Soumen Chakrabarti arXiv_AI arXiv_AI  Transformer  Pose  QA  Matching  PDF
• 2021-12-14 Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering    JianJian Cao, Xiameng Qin, Sanyuan Zhao, Jianbing Shen arXiv_CV arXiv_CV  Embedding  Pose  Deep_Learning  Relation  VQA  Attention  Prediction  QA  Matching  PDF
• 2021-12-14 Simple Local Attentions Remain Competitive for Long-Context Tasks    Wenhan Xiong, Barlas Oğuz, Anchit Gupta, Xilun Chen, Diana Liskovich, Omer Levy, Wen-tau Yih, Yashar Mehdad arXiv_CL arXiv_CL  Pose  Attention  QA  PDF
• 2021-12-14 MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation    Chen Zhang, Luis Fernando D'Haro, Thomas Friedrichs, Haizhou Li arXiv_CL arXiv_CL  Knowledge  Relation  QA  PDF
• 2021-12-14 Few-shot Multi-hop Question Answering over Knowledge Base    Fan Meihao arXiv_AI arXiv_AI  Knowledge  Pose  Relation  Few-Shot  Language_Model  QA  PDF
• 2021-12-13 Improving and Diagnosing Knowledge-Based Visual Question Answering via Entity Enhanced Knowledge Injection    Diego Garcia-Olano, Yasumasa Onoe, Joydeep Ghosh arXiv_CV arXiv_CV  Embedding  Weakly_Supervised  Knowledge  Knowledge_Graph  Pose  VQA  Attention  Language_Model  QA  PDF
• 2021-12-13 VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks    Yi-Lin Sung, Jaemin Cho, Mohit Bansal arXiv_AI arXiv_AI  Image_Caption  Transfer_Learning  Knowledge  Pose  VQA  Caption  Language_Model  QA  PDF
• 2021-12-13 Roof-BERT: Divide Understanding Labour and Join in Work    Wei-Lin Liao, Wei-Yun Ma arXiv_CL arXiv_CL  Bert  Knowledge  Knowledge_Graph  Pose  QA  PDF
• 2021-12-13 Efficient Training of Volterra Series-Based Pre-distortion Filter Using Neural Networks    Vinod Bajaj, Mathieu Chagnon, Sander Wahls, Vahid Aref arXiv_AI arXiv_AI  QA  PDF
• 2021-12-13 CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability    Fadi Boutros, Meiling Fang, Marcel Klemt, Biying Fu, Naser Damer arXiv_CV arXiv_CV  Recognition  Pose  Face  Relation  Face_Recognition  QA  PDF
• 2021-12-12 ValueNet: A New Dataset for Human Value Driven Dialogue System    Liang Qiu, Yizhou Zhao, Jinchao Li, Pan Lu, Baolin Peng, Jianfeng Gao, Song-Chun Zhu arXiv_AI arXiv_AI  Transformer  Recognition  Reinforcement_Learning  Knowledge  Emotion  GAN  QA  PDF
• 2021-12-12 Change Detection Meets Visual Question Answering    Zhenghang Yuan, Lichao Mou, Zhitong Xiong, Xiaoxiang Zhu arXiv_CV arXiv_CV  Face  Detection  VQA  Prediction  QA  PDF
• 2021-12-12 Visualising and Explaining Deep Learning Models for Speech Quality Prediction    H. Tilkorn, G. Mittag (1), S. Möller (1 and 2) ((1) Quality and Usability Lab TU Berlin, (2) Language Technology DFKI Berlin) arXiv_SD arXiv_SD  RNN  Speech  Pose  Deep_Learning  CNN  Prediction  QA  PDF
• 2021-12-12 Injecting Numerical Reasoning Skills into Knowledge Base Question Answering Models    Yu Feng, Jing Zhang, Xiaokang Zhang, Lemao Liu, Cuiping Li, Hong Chen arXiv_CL arXiv_CL  Transformer  Embedding  Knowledge  Pose  QA  PDF
• 2021-12-10 TempoQR: Temporal Question Reasoning over Knowledge Graphs    Costas Mavromatis, Prasanna Lakkur Subramanyam, Vassilis N. Ioannidis, Soji Adeshina, Phillip R. Howard, Tetiana Grinberg, Nagib Hakim, George Karypis arXiv_AI arXiv_AI  Transformer  Embedding  Knowledge  Knowledge_Graph  Relation  Prediction  QA  PDF
• 2021-12-10 VAQEM: A Variational Approach to Quantum Error Mitigation    Gokul Subramanian Ravi, Kaitlin N. Smith, Pranav Gokhale, Andrea Mari, Nathan Earnest, Ali Javadi-Abhari, Frederic T. Chong arXiv_CV arXiv_CV  Pose  VQA  QA  PDF
• 2021-12-10 Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation    Tianyi Liu, Zuxuan Wu, Wenhan Xiong, Jingjing Chen, Yu-Gang Jiang arXiv_CV arXiv_CV  Bert  Pose  VQA  Few-Shot  Text_Generation  Language_Model  Matching  PDF
• 2021-12-10 Improving the Question Answering Quality using Answer Candidate Filtering based on Natural-Language Features    Aleksandr Gashkov, Aleksandr Perevalov, Maria Eltsova, Andreas Both arXiv_CL arXiv_CL  Face  QA  PDF
• 2021-12-09 MAGMA -- Multimodal Augmentation of Generative Models through Adapter-based Finetuning    Constantin Eichenberg, Sidney Black, Samuel Weinbach, Letitia Parcalabescu, Anette Frank arXiv_CV arXiv_CV  Optimization  Knowledge  VQA  Language_Model  QA  PDF
• 2021-12-09 Explainability of the Implications of Supervised and Unsupervised Face Image Quality Estimations Through Activation Map Variation Analyses in Face Recognition Models    Biying Fu, Naser Damer arXiv_AI arXiv_AI  Embedding  Unsupervised  Recognition  Pose  Face  Face_Recognition  QA  PDF
• 2021-12-08 MLP Architectures for Vision-and-Language Modeling: An Empirical Study    Yixin Nie, Linjie Li, Zhe Gan, Shuohang Wang, Chenguang Zhu, Michael Zeng, Zicheng Liu, Mohit Bansal, Lijuan Wang arXiv_CV arXiv_CV  Transformer  VQA  Attention  Language_Model  QA  PDF
• 2021-12-07 Natural Answer Generation: From Factoid Answer to Full-length Answer using Grammar Correction    Manas Jain, Sriparna Saha, Pushpak Bhattacharyya, Gladvin Chinnadurai, Manish Kumar Vatsa arXiv_AI arXiv_AI  Transformer  Pose  Inference  QA  PDF
• 2021-12-07 Semantic Answer Type and Relation Prediction Task    Nandana Mihindukulasooriya, Mohnish Dubey, Alfio Gliozzo, Jens Lehmann, Axel-Cyrille Ngonga Ngomo, Ricardo Usbeck, Gaetano Rossiello, Uttam Kumar arXiv_AI arXiv_AI  Knowledge  Ontology  Relation  GAN  Prediction  QA  PDF
• 2021-12-07 Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices    Hariom A. Pandya, Brijesh S. Bhatt arXiv_AI arXiv_AI  Knowledge  Review  Survey  Deep_Learning  Detection  QA  PDF
• 2021-12-07 VizExtract: Automatic Relation Extraction from Data Visualizations    Dale Decatur, Sanjay Krishnan arXiv_CV arXiv_CV  Face  Action  Relation  Relation_Extraction  QA  PDF
• 2021-12-06 Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention    Yichong Xu, Chenguang Zhu, Shuohang Wang, Siqi Sun, Hao Cheng, Xiaodong Liu, Jianfeng Gao, Pengcheng He, Michael Zeng, Xuedong Huang arXiv_AI arXiv_AI  Transformer  OCR  Knowledge  Pose  Attention  Prediction  QA  PDF
• 2021-12-06 No-Reference Point Cloud Quality Assessment via Domain Adaptation    Qi Yang, Yipeng Liu, Siheng Chen, Yiling Xu, Jun Sun arXiv_CV arXiv_CV  Unsupervised  Point_Cloud  3D  Adversarial  Pose  Prediction  QA  PDF
• 2021-12-06 MoCA: Incorporating Multi-stage Domain Pretraining and Cross-guided Multimodal Attention for Textbook Question Answering    Fangzhi Xu, Qika Lin, Jun Liu, Lingling Zhang, Tianzhe Zhao, Qi Chai, Yudai Pan arXiv_AI arXiv_AI  Unsupervised  Pose  VQA  Attention  Language_Model  QA  PDF
• 2021-12-06 A General Framework for Debiasing in CTR Prediction    Wenjie Chu, Shen Li, Chao Chen, Longfei Xu, Hengbin Cui, Kaikui Liu arXiv_AI arXiv_AI  Pose  Relation  Prediction  QA  Recommendation  PDF
• 2021-12-06 JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering    Yueqing Sun, Qi Shi, Le Qi, Yu Zhang