QA

2021-05-17 SGD-QA: Fast Schema-Guided Dialogue State Tracking for Unseen Services Yang Zhang, Vahid Noroozi, Evelina Bakhturina, Boris Ginsburg arXiv_CL arXiv_CL Tracking Pose QA PDF
2021-05-17 TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance Fengbin Zhu, Wenqiang Lei, Youcheng Huang, Chao Wang, Shuo Zhang, Jiancheng Lv, Fuli Feng, Tat-Seng Chua arXiv_AI arXiv_AI Pose Action QA PDF
2021-05-16 Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval Kazuya Ueki arXiv_CV arXiv_CV Image_Caption Embedding Zero-Shot Image_Retrieval Survey VQA Caption QA Matching PDF
2021-05-15 Show Why the Answer is Correct! Towards Explainable AI using Compositional Temporal Attention Nihar Bendre, Kevin Desai, Peyman Najafirad arXiv_CV arXiv_CV Pose Deep_Learning VQA Attention Autonomous QA PDF
2021-05-15 Image Super-Resolution Quality Assessment: Structural Fidelity Versus Statistical Naturalness Wei Zhou, Zhou Wang, Zhibo Chen arXiv_CV arXiv_CV Super_Resolution Adversarial Pose GAN Prediction QA PDF
2021-05-14 QAConv: Question Answering on Informative Conversations Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong arXiv_AI arXiv_AI Zero-Shot Knowledge QA PDF
2021-05-14 Troubleshooting Blind Image Quality Models in the Wild Zhihua Wang, Haotao Wang, Tianlong Chen, Zhangyang Wang, Kede Ma arXiv_CV arXiv_CV Pose Face QA PDF
2021-05-13 NLP is Not enough -- Contextualization of User Input in Chatbots Nathan Dolbir, Triyasha Dastidar, Kaushik Roy arXiv_AI arXiv_AI Knowledge Speech Action Medical QA PDF
2021-05-13 DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization Safa Messaoud, Ismini Lourentzou, Assma Boughoula, Mona Zehni, Zhizhen Zhao, Chengxiang Zhai, Alexander G. Schwing arXiv_AI arXiv_AI Reinforcement_Learning Attention Summarization Inference QA PDF
2021-05-13 Relation-aware Hierarchical Attention Framework for Video Question Answering Fangtao Li, Ting Bai, Chenyu Cao, Zihe Liu, Chenghao Yan, Bin Wu arXiv_AI arXiv_AI Embedding Video_Caption Pose Action Relation Attention QA PDF
2021-05-12 Go Beyond Plain Fine-tuning: Improving Pretrained Models for Social Commonsense Ting-Yun Chang, Yang Liu, Karthik Gopalakrishnan, Behnam Hedayatnia, Pei Zhou, Dilek Hakkani-Tur arXiv_CL arXiv_CL Bert Pose Emotion Language_Model QA PDF
2021-05-12 Encoding Explanatory Knowledge for Zero-shot Science Question Answering Zili Zhou, Marco Valentino, Donal Landers, Andre Freitas arXiv_CL arXiv_CL Zero-Shot Knowledge Quantitative QA PDF
2021-05-12 TextOCR: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text Amanpreet Singh, Guan Pang, Mandy Toh, Jing Huang, Wojciech Galuba, Tal Hassner arXiv_CV arXiv_CV Recognition OCR Optical_Character Pose Scene_Text Detection VQA QA PDF
2021-05-12 Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks Ting-Yun Chang, Yang Liu, Karthik Gopalakrishnan, Behnam Hedayatnia, Pei Zhou, Dilek Hakkani-Tur arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation Language_Model QA PDF
2021-05-12 What's The Latest? A Question-driven News Chatbot Philippe Laban, John Canny, Marti A. Hearst arXiv_CL arXiv_CL GAN QA PDF
2021-05-11 GANs for Medical Image Synthesis: An Empirical Study Youssef Skandarani, Pierre-Marc Jodoin, Alain Lalande arXiv_CV arXiv_CV Segmentation Adversarial VQA GAN Medical PDF
2021-05-11 Reinforcement Learning from Reformulations in Conversational Question Answering over Knowledge Graphs Magdalena Kaiser, Rishiraj Saha Roy, Gerhard Weikum arXiv_CL arXiv_CL Reinforcement_Learning Knowledge Knowledge_Graph Action VQA QA PDF
2021-05-11 Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules Aisha Urooj Khan, Hilde Kuehne, Kevin Duarte, Chuang Gan, Niels Lobo, Mubarak Shah arXiv_CV arXiv_CV Weakly_Supervised Pose Detection VQA Object_Detection Attention QA PDF
2021-05-11 Cross-Modal Generative Augmentation for Visual Question Answering Zixu Wang, Yishu Miao, Lucia Specia arXiv_CV arXiv_CV Pose Relation VQA PDF
2021-05-10 Poolingformer: Long Document Modeling with Pooling Attention Hang Zhang, Yeyun Gong, Yelong Shen, Weisheng Li, Jiancheng Lv, Nan Duan, Weizhu Chen arXiv_CL arXiv_CL Attention Summarization QA PDF
2021-05-10 ReadTwice: Reading Very Large Documents with Memories Yury Zemlyanskiy, Joshua Ainslie, Michiel de Jong, Philip Pham, Ilya Eckstein, Fei Sha arXiv_CL arXiv_CL Transformer Knowledge Pose QA PDF
2021-05-08 D2S: Document-to-Slide Generation Via Query-Based Text Summarization Edward Sun, Yufang Hou, Dakuo Wang, Yunfeng Zhang, Nancy X.R. Wang arXiv_CL arXiv_CL Face Summarization QA PDF
2021-05-08 Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval Hongyin Tang, Xingwu Sun, Beihong Jin, Jingang Wang, Fuzheng Zhang, Wei Wu arXiv_CL arXiv_CL Embedding Sparse QA Matching PDF
2021-05-07 $partial$-Explainer: Abductive Natural Language Inference via Differentiable Convex Optimization Mokanarangan Thayaparan, Marco Valentino, Deborah Ferreira, Julia Rozanova, André Freitas arXiv_AI arXiv_AI Transformer Embedding Optimization Inference QA PDF
2021-05-07 VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension Haoyang Wen, Anthony Ferritto, Heng Ji, Radu Florian, Avirup Sil arXiv_CL arXiv_CL Pose Classification Attention Inference QA PDF
2021-05-07 NTIRE 2021 Challenge on Perceptual Image Quality Assessment Jinjin Gu, Haoming Cai, Chao Dong, Jimmy S. Ren, Yu Qiao, Shuhang Gu, Radu Timofte, Manri Cheon, Sungjun Yoon, Byungyeon Kangg Kang, Junwoo Lee, Qing Zhang, Haiyang Guo, Yi Bin, Yuqing Hou, Hengliang Luo, Jingyu Guo, Zirui Wang, Hai Wang, Wenming Yang, Qingyan Bai, Shuwei Shi, Weihao Xia, Mingdeng Cao, Jiahao Wang, Yifan Chen, Yujiu Yang, Yang Li, Tao Zhang, Longtao Feng, Yiting Liao, Junlin Li, William Thong, Jose Costa Pereira, Ales Leonardis, Steven McDonagh, Kele Xu, Lehan Yang, Hengxing Cai, Pengfei Sun, Seyed Mehdi Ayyoubzadeh, Ali Royat, Sid Ahmed Fezza, Dounia Hammou, Wassim Hamidouche, Sewoong Ahn, Gwangjin Yoon, Koki Tsubota, Hiroaki Akutsu, Kiyoharu Aizawa arXiv_CV arXiv_CV Enhancement Restoration Adversarial Pose GAN QA PDF
2021-05-07 A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers Pradeep Dasigi, Kyle Lo, Iz Beltagy, Arman Cohan, Noah A. Smith, Matt Gardner arXiv_CL arXiv_CL QA PDF
2021-05-06 Q-Match: Iterative Shape Matching via Quantum Annealing Marcel Seelbach Benkner, Zorah Lähner, Vladislav Golyanik, Christof Wunderlich, Christian Theobalt, Michael Moeller arXiv_CV arXiv_CV Optimization Pose QA Matching PDF
2021-05-06 Learning to Perturb Word Embeddings for Out-of-distribution QA Seanie Lee, Minki Kang, Juho Lee, Sung Ju Hwang arXiv_CL arXiv_CL Embedding Pose QA PDF
2021-05-06 A Unified Pre-training Framework for Conversational AI Siqi Bao, Bingjin Chen, Huang He, Xin Tian, Han Zhou, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Yingzhan Lin arXiv_CL arXiv_CL Knowledge Relation QA PDF
2021-05-05 Translation Quality Assessment: A Brief Survey on Manual and Automatic Methods Lifeng Han, Gareth J. F. Jones, Alan F. Smeaton arXiv_CL arXiv_CL Survey Summarization QA PDF
2021-05-05 Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention Wei Suo, Mengyang Sun, Peng Wang, Qi Wu arXiv_CV arXiv_CV Transformer VQA Attention PDF
2021-05-05 AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Feng Ji, Ji Zhang, Alberto Del Bimbo arXiv_CV arXiv_CV Sparse Classification VQA Prediction QA PDF
2021-05-04 Conversational Machine Reading Comprehension for Vietnamese Healthcare Texts Son T. Luu, Mao Nguyen Bui, Loi Duc Nguyen, Khiem Vinh Tran, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen arXiv_CL arXiv_CL QA PDF
2021-05-04 One Model for All Quantization: A Quantized Network Supporting Hot-Swap Bit-Width Adjustment Qigong Sun, Xiufang Li, Yan Ren, Zhongjian Huang, Xu Liu, Licheng Jiao, Fang Liu arXiv_CV arXiv_CV Reconstruction Quantization Pose QA PDF
2021-05-03 Quality Assurance Challenges for Machine Learning Software Applications During Software Development Life Cycle Phases Md Abdullah Al Alamin, Gias Uddin arXiv_AI arXiv_AI Review Face QA Recommendation PDF
2021-05-02 A survey on VQA_Datasets and Approaches Yeyun Zou, Qiyu Xie arXiv_AI arXiv_AI Review Pose Survey VQA QA PDF
2021-05-01 When to Fold'em: How to answer Unanswerable questions Marshall Ho, Zhipeng Zhou, Judith He arXiv_CL arXiv_CL Bert Language_Model QA PDF
2021-05-01 Hidden Backdoors in Human-Centric Language Models Shaofeng Li, Hui Liu, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Haojin Zhu, Jialiang Lu arXiv_CL arXiv_CL Embedding Pose NMT Detection Language_Model QA PDF
2021-04-30 Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads Chenyu Gao, Qi Zhu, Peng Wang, Qi Wu arXiv_CV arXiv_CV Transformer Bert VQA Attention QA PDF
2021-04-30 Perceptual Image Quality Assessment with Transformers Manri Cheon, Sung-Jun Yoon, Byungyeon Kang, Junwoo Lee arXiv_CV arXiv_CV Transformer Embedding Pose CNN Prediction QA PDF
2021-04-29 Optimal training of variational quantum algorithms without barren plateaus Tobias Haug, M.S. Kim arXiv_CV arXiv_CV Optimization Pose VQA QA PDF
2021-04-29 A First Look: Towards Explainable TextVQA Models via Visual and Textual Explanations Varun Nagaraj Rao, Xingjian Zhen, Karen Hovsepian, Mingwei Shen arXiv_AI arXiv_AI Pose Quantitative Deep_Learning VQA Prediction QA PDF
2021-04-27 IATos: AI-powered pre-screening tool for COVID-19 from cough audio samples D. Trejo Pizzo, S. Esteban, M. Scetta arXiv_SD arXiv_SD QA PDF
2021-04-27 Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction Xinmeng Li, Mamoun Alazab, Qian Li, Keping Yu, Quanjun Yin arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Action Relation Attention QA PDF
2021-04-26 MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Aishwarya Kamath, Mannat Singh, Yann LeCun, Ishan Misra, Gabriel Synnaeve, Nicolas Carion arXiv_CV arXiv_CV Transformer Segmentation Pose Detection VQA Few-Shot Object_Detection Caption QA PDF
2021-04-26 InfographicVQA Minesh Mathew, Viraj Bagal, Rubèn Pérez Tito, Dimosthenis Karatzas, Ernest Valveny, C.V Jawahar arXiv_CV arXiv_CV VQA QA PDF
2021-04-26 GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval Timo Möller, Julian Risch, Malte Pietsch arXiv_CL arXiv_CL QA PDF
2021-04-25 A Bi-Encoder LSTM Model For Learning Unstructured Dialogs Diwanshu Shekhar, Pooran S. Negi, Mohammad Mahoor arXiv_AI arXiv_AI Embedding RNN Pose QA PDF
2021-04-24 RelTransformer: Balancing the Visual Relationship Detection from Local Context, Scene and Memory Jun Chen, Aniket Agarwal, Sherif Abdelkarim, Deyao Zhu, Mohamed Elhoseiny arXiv_AI arXiv_AI Image_Caption Transformer Recognition Pose Detection Relation VQA Visual_Relation Caption Prediction QA PDF
2021-04-23 Playing Lottery Tickets with Vision and Language Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu arXiv_CV arXiv_CV Transformer Bert Adversarial VQA QA Matching PDF
2021-04-23 Deep Learning Based Assessment of Synthetic Speech Naturalness Gabriel Mittag, Sebastian Möller arXiv_AI arXiv_AI Transfer_Learning RNN Speech Pose Deep_Learning Prediction QA PDF
2021-04-23 Region-Adaptive Deformable Network for Image Quality Assessment Shuwei Shi, Qingyan Bai, Mingdeng Cao, Weihao Xia, Jiahao Wang, Yifan Chen, Yujiu Yang arXiv_CV arXiv_CV Enhancement Restoration Adversarial Pose Action Attention GAN QA PDF
2021-04-23 BERT-CoQAC: BERT-based Conversational Question Answering in Context Munazza Zaib, Dai Hoang Tran, Subhash Sagar, Adnan Mahmood, Wei E. Zhang, Quan Z. Sheng arXiv_CL arXiv_CL Bert Pose Language_Model QA PDF
2021-04-22 Knowledge Triggering, Extraction and Storage via Human-Robot Verbal Interaction Lucrezia Grassi, Carmine Tommaso Recchiuto, Antonio Sgorbissa arXiv_AI arXiv_AI Knowledge Ontology Action QA PDF
2021-04-20 GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering Weixin Liang, Yanhao Jiang, Zixuan Liu arXiv_CV arXiv_CV Pose Relation VQA QA PDF
2021-04-20 Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks Lisa Bauer, Mohit Bansal arXiv_AI arXiv_AI Transformer Knowledge Knowledge_Graph Inference QA Matching PDF
2021-04-20 Towards Solving Multimodal Comprehension Pritish Sahu, Karan Sikka, Ajay Divakaran arXiv_CL arXiv_CL Pose Attention QA PDF
2021-04-20 Efficient Retrieval Optimized Multi-task Learning Hengxin Fun, Sunil Gandhi, Sujith Ravi arXiv_CL arXiv_CL Optimization Knowledge Self-Supervised Pose Language_Model QA PDF
2021-04-20 An efficient measure for the expressivity of variational quantum algorithms Yuxuan Du, Zhuozhuo Tu, Xiao Yuan, Dacheng Tao arXiv_CV arXiv_CV Quantitative VQA QA PDF
2021-04-19 NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets Gabriel Mittag, Babak Naderi, Assmaa Chehadi, Sebastian Möller arXiv_AI arXiv_AI Speech Attention Prediction QA PDF
2021-04-18 Reference-based Weak Supervision for Answer Sentence Selection using Web Data Vivek Krishnamurthy, Thuy Vu, Alessandro Moschitti arXiv_AI arXiv_AI Weakly_Supervised QA PDF
2021-04-18 An Improved Discriminative Optimization for 3D Rigid Point Cloud Registration Jia Wang, Ping Wang, Biao Li, Ruigang Fu, Junzheng Wu arXiv_CV arXiv_CV Point_Cloud 3D Optimization Pose QA PDF
2021-04-18 On the Influence of Masking Policies in Intermediate Pre-training Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa arXiv_CL arXiv_CL Knowledge Summarization QA PDF
2021-04-18 Flexible Operations for Natural Language Deduction Kaj Bostrom, Xinyu Zhao, Swarat Chaudhuri, Greg Durrett arXiv_AI arXiv_AI QA PDF
2021-04-18 SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning Aaron Chan, Soumya Sanyal, Boyuan Long, Jiashu Xu, Tanishq Gupta, Xiang Ren arXiv_CL arXiv_CL Salient Knowledge Knowledge_Graph Pose Language_Model Prediction QA PDF
2021-04-18 Case-based Reasoning for Natural Language Queries over Knowledge Bases Rajarshi Das, Manzil Zaheer, Dung Thai, Ameya Godbole, Ethan Perez, Jay-Yoon Lee, Lizhen Tan, Lazaros Polymenakos, Andrew McCallum arXiv_AI arXiv_AI Knowledge Pose Relation QA PDF
2021-04-18 Learning with Instance Bundles for Reading Comprehension Dheeru Dua, Pradeep Dasigi, Sameer Singh, Matt Gardner arXiv_CL arXiv_CL Relation QA PDF
2021-04-18 Can NLI Models Verify QA Systems' Predictions? Jifan Chen, Eunsol Choi, Greg Durrett arXiv_AI arXiv_AI Pose Inference Prediction QA PDF
2021-04-18 Revealing Persona Biases in Dialogue Systems Emily Sheng, Josh Arnold, Zhou Yu, Kai-Wei Chang, Nanyun Peng arXiv_CL arXiv_CL QA PDF
2021-04-18 GooAQ: Open Question Answering with Diverse Answer Types Daniel Khashabi, Amos Ng, Tushar Khot, Ashish Sabharwal, Hannaneh Hajishirzi, Chris Callison-Burch arXiv_AI arXiv_AI QA PDF
2021-04-18 Simple and Efficient ways to Improve REALM Vidhisha Balachandran, Ashish Vaswani, Yulia Tsvetkov, Niki Parmar arXiv_CL arXiv_CL Sparse Inference QA PDF
2021-04-18 Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation Max Bartolo, Tristan Thrush, Robin Jia, Sebastian Riedel, Pontus Stenetorp, Douwe Kiela arXiv_CL arXiv_CL Adversarial Pose QA PDF
2021-04-17 Explaining Answers with Entailment Trees Bhavana Dalvi, Peter Jansen, Oyvind Tafjord, Zhengnan Xie, Hannah Smith, Leighanna Pipatanangkura, Peter Clark arXiv_AI arXiv_AI Pose Language_Model QA PDF
2021-04-17 Multi-Perspective Abstractive Answer Summarization Alexander R. Fabbri, Xiaojian Wu, Srini Iyer, Mona Diab arXiv_CL arXiv_CL Optimization Pose Summarization Prediction QA PDF
2021-04-17 A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering Yongqi Li, Wenjie Li, Liqiang Nie arXiv_CL arXiv_CL Pose Action Relation QA PDF
2021-04-16 Capturing Row and Column Semantics in Transformer Based Question Answering over Tables Michael Glass, Mustafa Canim, Alfio Gliozzo, Saneem Chemmengath, Rishav Chakravarti, Avi Sil, Feifei Pan, Samarth Bharadwaj, Nicolas Rodolfo Fauceglia arXiv_AI arXiv_AI Transformer Embedding Bert Pose Action QA PDF
2021-04-16 Cross-Modal Retrieval Augmentation for Multi-Modal Classification Shir Gur, Natalia Neverova, Chris Stauffer, Ser-Nam Lim, Douwe Kiela, Austin Reiter arXiv_CV arXiv_CV Image_Caption Transformer Embedding Knowledge Classification VQA Caption Inference QA PDF
2021-04-16 VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks Hung Le, Nancy F. Chen, Steven C.H. Hoi arXiv_AI arXiv_AI Pose Action VQA QA PDF
2021-04-16 Human-like informative conversations: Better acknowledgements using conditional mutual information Ashwin Paranjape (1), Christopher D. Manning (1) ((1) Stanford University) arXiv_CL arXiv_CL Knowledge Pose QA PDF
2021-04-15 Are Multilingual BERT models robust? A Case Study on Adversarial Attacks for Multilingual Question Answering Sara Rosenthal, Mihaela Bornea, Avirup Sil arXiv_CL arXiv_CL Bert Adversarial QA PDF
2021-04-15 Time-Stamped Language Model: Teaching Language Models to Understand the Flow of Events Hossein Rajaby Faghihi, Parisa Kordjamshidi arXiv_AI arXiv_AI Transformer Tracking Pose Language_Model Prediction QA PDF
2021-04-15 Towards Deconfounding the Influence of Subject's Demographic Characteristics in Question Answering Maharshi Gor, Kellie Webster, Jordan Boyd-Graber arXiv_CL arXiv_CL QA PDF
2021-04-15 Retrieval Augmentation Reduces Hallucination in Conversation Kurt Shuster, Spencer Poff, Moya Chen, Douwe Kiela, Jason Weston arXiv_AI arXiv_AI Knowledge QA PDF
2021-04-15 Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari arXiv_CL arXiv_CL Pose Relation Text_Generation Prediction QA PDF
2021-04-15 Sequence Tagging for Biomedical Extractive Question Answering Wonjin Yoon, Richard Jackson, Jaewoo Kang, Aron Lagerberg arXiv_CL arXiv_CL Pose Action Medical QA PDF
2021-04-15 TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph Jiaxin Shi, Shulin Cao, Lei Hou, Juanzi Li, Hanwang Zhang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation QA PDF
2021-04-15 Designing a Minimal Retrieve-and-Read System for Open-Domain Question Answering Sohee Yang, Minjoon Seo arXiv_CL arXiv_CL Knowledge QA PDF
2021-04-14 TWEAC: Transformer with Extendable QA Agent Classifiers Gregor Geigle, Nils Reimers, Andreas Rücklé, Iryna Gurevych arXiv_CL arXiv_CL Transformer Unsupervised Knowledge Pose QA PDF
2021-04-14 Event Detection as Question Answering with Entity Information Emanuela Boros, Jose G. Moreno, Antoine Doucet arXiv_CL arXiv_CL Pose Action Detection Language_Model QA PDF
2021-04-14 Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention Leon Bergen, Dzmitry Bahdanau, Timothy J. O'Donnell arXiv_CL arXiv_CL VQA Attention PDF
2021-04-13 QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga, Hongyu Ren, Antoine Bosselut, Percy Liang, Jure Leskovec arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Language_Model QA PDF
2021-04-13 Neuro-Symbolic VQA: A review from the perspective of AGI desiderata Ian Berlot-Attwell arXiv_CV arXiv_CV Review VQA QA PDF
2021-04-13 On the Use of Linguistic Features for the Evaluation of Generative Dialogue Systems Ian Berlot-Attwell, Frank Rudzicz arXiv_CL arXiv_CL Zero-Shot Pose Relation QA PDF
2021-04-13 MultiModalQA: Complex Question Answering over Text, Tables and Images Alon Talmor, Ori Yoran, Amnon Catav, Dan Lahav, Yizhong Wang, Akari Asai, Gabriel Ilharco, Hannaneh Hajishirzi, Jonathan Berant arXiv_AI arXiv_AI QA PDF
2021-04-13 CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images Shailaja Keyur Sampat, Akshay Kumar, Yezhou Yang, Chitta Baral arXiv_CV arXiv_CV Pose Action VQA Language_Model QA PDF
2021-04-13 Dealing with Missing Modalities in the Visual Question Answer-Difference Prediction Task through Knowledge Distillation Jae Won Cho, Dong-Jin Kim, Jinsoo Choi, Yunjae Jung, In So Kweon arXiv_CV arXiv_CV Knowledge VQA Prediction QA PDF
2021-04-12 SpartQA: : A Textual Question Answering Benchmark for Spatial Reasoning Roshanak Mirzaee, Hossein Rajaby Faghihi, Qiang Ning, Parisa Kordjmashidi arXiv_AI arXiv_AI Pose Language_Model QA PDF
2021-04-12 Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Lam, Ying Shen arXiv_CL arXiv_CL Represenation_Learning Knowledge Knowledge_Graph Pose Action Attention CNN QA PDF
2021-04-12 Object-Centric Representation Learning for Video Question Answering Long Hoang Dang, Thao Minh Le, Vuong Le, Truyen Tran arXiv_CV arXiv_CV Recognition Represenation_Learning Pose Face Action Relation QA PDF
2021-04-10 Meta-tuning Language Models to Answer Prompts Better Ruiqi Zhong, Kristy Lee, Zheng Zhang, Dan Klein arXiv_AI arXiv_AI Zero-Shot Review Pose Classification Sentiment Language_Model QA PDF
2021-04-08 Video Question Answering with Phrases via Semantic Roles Arka Sadhu, Kan Chen, Ram Nevatia arXiv_CV arXiv_CV Video_Caption Pose Activity Language_Model QA PDF
2021-04-08 How Transferable are Reasoning Patterns in VQA? Corentin Kervadec, Theo Jaunet, Grigory Antipov, Moez Baccouche, Romain Vuillemot, Christian Wolf arXiv_CV arXiv_CV Transformer Pose VQA Attention QA PDF
2021-04-08 PQA: Perceptual Question Answering Yonggang Qi, Kai Zhang, Aneeshan Sain, Yi-Zhe Song arXiv_CV arXiv_CV Segmentation Pose Detection Attention GAN QA PDF
2021-04-07 Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering Corentin Dancette, Remi Cadene, Damien Teney, Matthieu Cord arXiv_AI arXiv_AI Face VQA QA PDF
2021-04-07 Multimodal Continuous Visual Attention Mechanisms António Farinhas, André F. T. Martins, Pedro M. Q. Aguiar arXiv_CV arXiv_CV Pose VQA Attention QA PDF
2021-04-06 Using Voice and Biofeedback to Predict User Engagement during Requirements Interviews Alessio Ferrari, Thaide Huichapa, Paola Spoletini, Nicole Novielli, Davide Fucci, Daniela Girardi arXiv_SD arXiv_SD Review Pose Emotion Face Prediction QA PDF
2021-04-05 Compressing Visual-linguistic Model via Knowledge Distillation Zhiyuan Fang, Jianfeng Wang, Xiaowei Hu, Lijuan Wang, Yezhou Yang, Zicheng Liu arXiv_AI arXiv_AI Image_Caption Transformer Knowledge Pose Detection VQA Object_Detection Attention Caption QA PDF
2021-04-05 CBench: Towards Better Evaluation of Question Answering Over Knowledge Graphs Abdelghny Orogat, Isabelle Liu, Ahmed El-Rob arXiv_CL arXiv_CL Knowledge Knowledge_Graph QA PDF
2021-04-04 Graph Sampling Based Deep Metric Learning for Generalizable Person Re-Identification Shengcai Liao, Ling Shao arXiv_CV arXiv_CV Person_Re-identification Transfer_Learning Represenation_Learning Pose Re-identification QA Matching PDF
2021-04-03 MMBERT: Multimodal BERT Pretraining for Improved Medical VQA Yash Khare, Viraj Bagal, Minesh Mathew, Adithi Devi, U Deva Priyakumar, CV Jawahar arXiv_CV arXiv_CV Transformer Bert Self-Supervised Pose VQA Attention Medical Caption Language_Model QA PDF
2021-04-02 VisQA: X-raying Vision and Language Reasoning in Transformers Theo Jaunet, Corentin Kervadec, Romain Vuillemot, Grigory Antipov, Moez Baccouche, Christian Wolf arXiv_CV arXiv_CV Transformer Pose Deep_Learning VQA Attention Prediction QA PDF
2021-04-01 CURIE: An Iterative Querying Approach for Reasoning About Situations Dheeraj Rajagopal, Aman Madaan, Niket Tandon, Yiming Yang, Shrimai Prabhumoye, Abhilasha Ravichander, Peter Clark, Eduard Hovy arXiv_CL arXiv_CL Knowledge Pose Language_Model QA PDF
2021-04-01 FeTaQA: Free-form Table Question Answering Linyong Nan, Chiachun Hsieh, Ziming Mao, Xi Victoria Lin, Neha Verma, Rui Zhang, Wojciech Kryściński, Nick Schoelkopf, Riley Kong, Xiangru Tang, Murori Mutuma, Ben Rosand, Isabel Trindade, Renusree Bandaru, Jacob Cunningham, Caiming Xiong, Dragomir Radev arXiv_CL arXiv_CL Knowledge Pose Relation Text_Generation Inference QA PDF
2021-04-01 UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu arXiv_CV arXiv_CV Embedding Represenation_Learning Pose VQA Caption Language_Model Matching PDF
2021-04-01 Integrating Subgraph-aware Relation and DirectionReasoning for Question Answering Xu Wang, Shuai Zhao, Bo Cheng, Jiale Han, Yingting Li, Hao Yang, Ivan Sekulic, Guoshun Nan arXiv_CL arXiv_CL Knowledge Pose Relation Prediction QA PDF
2021-04-01 An Investigation of Critical Issues in Bias Mitigation Techniques Robik Shrestha, Kushal Kafle, Christopher Kanan arXiv_AI arXiv_AI Knowledge Deep_Learning VQA QA PDF
2021-03-31 Analysis on Image Set Visual Question Answering Abhinav Khattar, Aviral Joshi, Har Simrat Singh, Pulkit Goel, Rohit Prakash Barnwal arXiv_CV arXiv_CV Bert Regularization Adversarial VQA QA PDF
2021-03-31 A Statistical Analysis of Summarization Evaluation Metrics using Resampling Methods Daniel Deutsch, Rotem Dror, Dan Roth arXiv_CL arXiv_CL Bert Pose Relation Summarization QA PDF
2021-03-31 Classically optimal variational quantum algorithms Jonathan Wurtz, Peter Love arXiv_CV arXiv_CV Optimization Pose VQA QA PDF
2021-03-30 Put Chatbot into Its Interlocutor's Shoes: New Framework to Learn Chatbot Responding with Intention Hsuan Su, Jiun-Hao Jhan, Fan-yun Sun, Sauray Sahay, Hung-yi Lee arXiv_AI arXiv_AI Pose QA Matching PDF
2021-03-30 AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala arXiv_CV arXiv_CV Action QA PDF
2021-03-29 Domain-robust VQA with diverse datasets and methods but no target labels Mingda Zhang, Tristan Maidment, Ahmad Diab, Adriana Kovashka, Rebecca Hwa arXiv_CV arXiv_CV Transformer Unsupervised Recognition Optimization Classification VQA QA PDF
2021-03-29 Variational quantum algorithms to estimate rank, quantum entropies, fidelity and Fisher information via purity minimization Kok Chuan Tan, Tyler Volkoff arXiv_CV arXiv_CV Pose Action VQA QA PDF
2021-03-29 Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers Hila Chefer, Shir Gur, Lior Wolf arXiv_CV arXiv_CV Transformer Segmentation Pose Detection VQA Object_Detection Attention Prediction PDF
2021-03-29 TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events Li Xu, He Huang, Jun Liu arXiv_CV arXiv_CV Pose Autonomous Inference QA PDF
2021-03-28 Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning Andrea Skolik, Sofiene Jerbi, Vedran Dunjko arXiv_CV arXiv_CV Unsupervised Reinforcement_Learning Optimization VQA QA PDF
2021-03-28 InsertGNN: Can Graph Neural Networks Outperform Humans in TOEFL Sentence Insertion Problem? Fang Wu, Xiang Bai arXiv_CL arXiv_CL Unsupervised Knowledge Pose Action QA PDF
2021-03-28 'Just because you are right, doesn't mean I am wrong': Overcoming a Bottleneck in the Development and Evaluation of Open-Ended Visual Question Answering Tasks Man Luo, Shailaja Keyur Sampat, Riley Tallman, Yankai Zeng, Manuha Vancha, Akarshan Sajja, Chitta Baral arXiv_CL arXiv_CL Pose VQA Language_Model QA PDF
2021-03-28 Encoding strongly-correlated many-boson wavefunctions on a photonic quantum computer: application to the attractive Bose-Hubbard model Saad Yalouz, Bruno Senjean, Vedran Dunjko arXiv_CV arXiv_CV Pose VQA QA PDF
2021-03-26 Knowing What VQA Does Not: Pointing to Error-Inducing Regions to Improve Explanation Helpfulness Arijit Ray, Michael Cogswell, Xiao Lin, Kamran Alipour, Ajay Divakaran, Yi Yao, Giedrius Burachas arXiv_CV arXiv_CV Pose VQA Attention QA PDF
2021-03-26 On the hidden treasure of dialog in video question answering Deniz Engin, Yannis Avrithis, Ngoc Q. K. Duong, François Schnitzler arXiv_CV arXiv_CV Transformer Video_Caption Knowledge VQA Attention Summarization QA PDF
2021-03-26 DAGN: Discourse-Aware Graph Network for Logical Reasoning Yinya Huang, Meng Fang, Yu Cao, Liwei Wang, Xiaodan Liang arXiv_CL arXiv_CL Pose Relation QA PDF
2021-03-25 Zero-shot super-resolution with a physically-motivated downsampling kernel for endomicroscopy Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Matthew J. Clarkson, Stephen P. Pereira, Tom Vercauteren arXiv_CV arXiv_CV Reconstruction Unsupervised Super_Resolution Zero-Shot Self-Supervised Pose CNN QA PDF
2021-03-25 Visual Grounding Strategies for Text-Only Natural Language Processing Damien Sileo arXiv_CL arXiv_CL Bert Image_Retrieval Pose Classification VQA Language_Model PDF
2021-03-24 Structured Co-reference Graph Attention for Video-grounded Dialogue Junyeong Kim, Sunjae Yoon, Dahyun Kim, Chang D. Yoo arXiv_CV arXiv_CV Pose VQA Attention QA PDF
2021-03-24 DNN Quantization with Attention Ghouthi Boukli Hacene, Lukas Mauch, Stefan Uhlich, Fabien Cardinaux arXiv_CV arXiv_CV Quantization Recognition Pose Attention QA PDF
2021-03-24 UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Nicholas Lourie, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi arXiv_CL arXiv_CL Transfer_Learning Knowledge Knowledge_Graph Pose Language_Model QA PDF
2021-03-23 How emoji and word embedding helps to unveil emotional transitions during online messaging Moeen Mostafavi, Michael D. Porter arXiv_CL arXiv_CL Embedding Pose Emotion Action QA PDF
2021-03-23 Multi-Modal Answer Validation for Knowledge-Based VQA Jialin Wu, Jiasen Lu, Ashish Sabharwal, Roozbeh Mottaghi arXiv_CV arXiv_CV Knowledge Pose VQA QA PDF
2021-03-22 Mitigating False-Negative Contexts in Multi-document QuestionAnswering with Retrieval Marginalization Ansong Ni, Matt Gardner, Pradeep Dasigi arXiv_CL arXiv_CL QA PDF
2021-03-22 Open Domain Question Answering over Tables via Dense Retrieval Jonathan Herzig, Thomas Müller, Syrine Krichene, Julian Martin Eisenschlos arXiv_CL arXiv_CL Bert QA PDF
2021-03-22 Complementary Evidence Identification in Open-Domain Question Answering Xiangyang Mou, Mo Yu, Shiyu Chang, Yufei Feng, Li Zhang, Hui Su arXiv_CL arXiv_CL Pose QA PDF
2021-03-22 How to Design Sample and Computationally Efficient VQA Models Karan Samel, Zelin Zhao, Binghong Chen, Kuan Wang, Robin Luo, Le Song arXiv_CV arXiv_CV Pose VQA QA PDF
2021-03-19 Attention-based model for predicting question relatedness on Stack Overflow Jiayan Pei, Yimin wu, Zishan Qin, Yao Cong, Jingtao Guan arXiv_AI arXiv_AI Embedding Pose Action Deep_Learning Detection Attention QA PDF
2021-03-19 Congolese Swahili Machine Translation for Humanitarian Response Alp Öktem, Eric DeLuca, Rodrigue Bashizi, Eric Paquin, Grace Tang arXiv_CL arXiv_CL OCR QA PDF
2021-03-19 Controllable Generation from Pre-trained Language Models via Inverse Prompting Xu Zou, Da Yin, Qingyang Zhong, Hongxia Yang, Zhilin Yang, Jie Tang arXiv_AI arXiv_AI Pose Text_Generation Language_Model QA PDF
2021-03-18 Contextual Biasing of Language Models for Speech Recognition in Goal-Oriented Conversational Agents Ashish Shenoy, Sravan Bodapati, Katrin Kirchhoff arXiv_CL arXiv_CL Embedding Recognition Bert RNN Speech Pose Face Action Speech_Recognition Inference Language_Model QA PDF
2021-03-17 Learning to Resize Images for Computer Vision Tasks Hossein Talebi, Peyman Milanfar arXiv_CV arXiv_CV Pose Classification Attention CNN Inference QA PDF
2021-03-17 Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA Yonatan Bitton, Gabriel Stanovsky, Roy Schwartz, Michael Elhadad arXiv_CV arXiv_CV Image_Caption Relation VQA QA PDF
2021-03-17 Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots Juntao Li, Chang Liu, Chongyang Tao, Zhangming Chan, Dongyan Zhao, Min Zhang, Rui Yan arXiv_CL arXiv_CL Represenation_Learning Pose Action Attention QA Matching PDF
2021-03-17 Scene Graphs: A Survey of Generations and Applications Xiaojun Chang, Pengzhen Ren, Pengfei Xu, Zhihui Li, Xiaojiang Chen, Alex Hauptmann arXiv_CV arXiv_CV Image_Caption Knowledge Survey Detection Relation VQA Attention Visual_Relation Caption QA PDF
2021-03-16 A Multilingual African Embedding for FAQ Chatbots Aymen Ben Elhaj Mabrouk, Moez Ben Haj Hmida, Chayma Fourati, Hatem Haddad, Abir Messaoudi arXiv_AI arXiv_AI Embedding Pose Quantitative QA PDF
2021-03-16 Variational Quantum Algorithms for Euclidean Discrepancy and Covariate-Balancing Jiří Lebl, Asif Shakeel arXiv_CV arXiv_CV Optimization VQA QA PDF
2021-03-15 Computational timbre and tonal system similarity analysis of the music of Northern Myanmar-based Kachin compared to Xinjiang-based Uyghur ethnic groups Rolf Bader, Michael Blaß, Jonas Franke arXiv_SD arXiv_SD Action GAN QA PDF
2021-03-13 ParaQA: A Question Answering Dataset with Paraphrase Responses for Single-Turn Conversation Endri Kacupaj, Barshana Banerjee, Kuldeep Singh, Jens Lehmann arXiv_CL arXiv_CL Knowledge Knowledge_Graph QA PDF
2021-03-13 VMAF And Variants: Towards A Unified VQA Pankaj Topiwala, Wei Dai, Jiangfeng Pian arXiv_CV arXiv_CV VQA QA PDF
2021-03-13 Context Transformer with Stacked Pointer Networks for Conversational Question Answering over Knowledge Graphs Joan Plepi, Endri Kacupaj, Kuldeep Singh, Harsh Thakkar, Jens Lehmann arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Pose Action QA PDF
2021-03-12 Towards Socially Intelligent Agents with Mental State Transition and Human Utility Liang Qiu, Yizhou Zhao, Yuan Liang, Pan Lu, Weiyan Shi, Zhou Yu, Song-Chun Zhu arXiv_AI arXiv_AI Knowledge Pose Emotion Action Prediction QA PDF
2021-03-11 CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation Jonathan H. Clark, Dan Garrette, Iulia Turc, John Wieting arXiv_CL arXiv_CL Transformer Bert QA PDF
2021-03-11 COVID-19 Smart Chatbot Prototype for Patient Monitoring Hannah Lei (1), Weiqi Lu (1), Alan Ji (1), Emmett Bertram (1), Paul Gao (1), Xiaoqian Jiang (2), Arko Barman (1) ((1) Rice University, Houston, United States, (2) The University of Texas Health Science Center at Houston, United States) arXiv_AI arXiv_AI Pose QA PDF
2021-03-11 Knowledge Graph Question Answering using Graph-Pattern Isomorphism Daniel Vollmers (1), Rricha Jalota (1), Diego Moussallem (1), Hardik Topiwala (1), Axel-Cyrille Ngonga Ngomo (1), Ricardo Usbeck (2) ((1) Data Science Group, Paderborn University, Germany, (2) Fraunhofer IAIS, Dresden, Germany) arXiv_AI arXiv_AI Knowledge Knowledge_Graph QA PDF
2021-03-11 Neural Predictor based Quantum Architecture Search Shi-Xin Zhang, Chang-Yu Hsieh, Shengyu Zhang, Hong Yao arXiv_CV arXiv_CV NAS Pose Deep_Learning VQA QA PDF
2021-03-11 Conversational Answer Generation and Factuality for Reading Comprehension Question-Answering Stan Peshterliev, Barlas Oguz, Debojeet Chatterjee, Hakan Inan, Vikas Bhardwaj arXiv_CL arXiv_CL Pose Summarization QA PDF
2021-03-10 Hurdles to Progress in Long-form Question Answering Kalpesh Krishna, Aurko Roy, Mohit Iyyer arXiv_CL arXiv_CL Sparse Pose Attention Text_Generation QA PDF
2021-03-10 Quantization-Guided Training for Compact TinyML Models Sedigh Ghamari, Koray Ozcan, Thu Dinh, Andrey Melnikov, Juan Carvajal, Jan Ernst, Sek Chai arXiv_CV arXiv_CV Quantization Regularization Pose Detection QA PDF
2021-03-10 Spatial Attention-based Non-reference Perceptual Quality Prediction Network for Omnidirectional Images Li Yang, Mai Xu, Deng Xin, Bo Feng arXiv_CV arXiv_CV Salient Pose Relation Attention Prediction QA PDF
2021-03-10 Quality-Aware Network for Human Parsing Lu Yang, Qing Song, Zhihui Wang, Zhiwei Liu, Songcen Xu, Zhihao Li arXiv_CV arXiv_CV Human_Parsing Segmentation Pose Inference QA PDF
2021-03-10 SDD-FIQA: Unsupervised Face Image Quality Assessment with Similarity Distribution Distance Fu-Zhao Ou, Xingyu Chen, Ruixin Zhang, Yuge Huang, Shaoxin Li, Jilin Li, Yong Li, Liujuan Cao, Yuan-Gen Wang arXiv_CV arXiv_CV Embedding Unsupervised Recognition Pose Face Face_Recognition Prediction QA PDF
2021-03-10 RL-CSDia: Representation Learning of Computer Science Diagrams Shaowei Wang, LingLing Zhang, Xuan Luo, Yi Yang, Xin Hu, Jun Liu arXiv_AI arXiv_AI Represenation_Learning Knowledge Pose Classification Relation VQA PDF
2021-03-09 Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering Aman Jain, Mayank Kothyari, Vishwajeet Kumar, Preethi Jyothi, Ganesh Ramakrishnan, Soumen Chakrabarti arXiv_CV arXiv_CV OCR Knowledge Knowledge_Graph Action Quantitative VQA QA PDF
2021-03-09 Quadruple Augmented Pyramid Network for Multi-class COVID-19 Segmentation via CT Ziyang Wang arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose QA PDF
2021-03-09 When is it permissible for artificial intelligence to lie? A trust-based approach Tae Wan Kim, Tong (Joy)Lu, Kyusong Lee, Zhaoqi Cheng, Yanhan Tang, John Hooker arXiv_AI arXiv_AI QA PDF
2021-03-08 A Survey Of Embodied AI: From Simulator To Research Tasks Duan Jiafei, Samson Yu, Tan Hui Li, Hongyuan Zhu, Cheston Tan arXiv_AI arXiv_AI Survey Action QA PDF
2021-03-06 Contextual Dropout: An Efficient Sample-Dependent Dropout Module Xinjie Fan, Shujian Zhang, Korawat Tanwisuth, Xiaoning Qian, Mingyuan Zhou arXiv_CV arXiv_CV Pose Classification VQA Image_Classification Prediction QA PDF
2021-03-05 AnswerQuest: A System for Generating Question-Answer Items from Multi-Paragraph Documents Melissa Roemmele, Deep Sidhpura, Steve DeNeefe, Ling Tsou arXiv_CL arXiv_CL QA PDF
2021-03-05 Graph-Based Tri-Attention Network for Answer Ranking in CQA Wei Zhang, Zeyuan Chen, Chao Dong, Wen Wang, Hongyuan Zha, Jianyong Wang arXiv_CL arXiv_CL Pose Relation Attention QA Matching PDF
2021-03-04 Perceptual Image Restoration with High-Quality Priori and Degradation Learning Chaoyi Han, Yiping Duan, Xiaoming Tao, Jianhua Lu arXiv_CV arXiv_CV Embedding Enhancement Restoration Pose QA PDF
2021-03-04 Visual Question Answering: which investigated applications? Silvio Barra, Carmen Bisogni, Maria De Marsico, Stefano Ricciardi arXiv_CV arXiv_CV Image_Caption Pose Survey VQA Summarization Caption QA PDF
2021-03-04 QAIR: Practical Query-efficient Black-Box Attacks for Image Retrieval Xiaodan Li, Jinfeng Li, Yuefeng Chen, Shaokai Ye, Yuan He, Shuhui Wang, Hang Su, Hui Xue arXiv_CV arXiv_CV Optimization Image_Retrieval Adversarial Pose Classification Image_Classification QA PDF
2021-03-03 Weakly-Supervised Open-Retrieval Conversational Question Answering Chen Qu, Liu Yang, Cen Chen, W. Bruce Croft, Kalpesh Krishna, Mohit Iyyer arXiv_CL arXiv_CL VQA QA PDF
2021-03-03 Energy-Based Learning for Scene Graph Generation Mohammed Suhail, Abhay Mittal, Behjat Siddiquie, Chris Broaddus, Jayan Eledath, Gerard Medioni, Leonid Sigal arXiv_CV arXiv_CV Pose Relation Few-Shot Prediction QA PDF
2021-03-01 Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues Hung Le, Nancy F. Chen, Steven C.H. Hoi arXiv_AI arXiv_AI Pose VQA Prediction PDF
2021-02-27 Did Chatbots Miss Their 'Apollo Moment'? A Survey of the Potential, Gaps and Lessons from Using Collaboration Assistants During COVID-19 Biplav Srivastava arXiv_AI arXiv_AI Review Face Survey QA PDF
2021-02-26 Natural Language Video Localization: A Revisit in Span-based Question Answering Framework Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh arXiv_CV arXiv_CV Pose QA Matching PDF
2021-02-24 OneStop QAMaker: Extract Question-Answer Pairs from Text in a One-Stop Approach Shaobo Cui, Xintong Bao, Xinxing Zu, Yangyang Guo, Zhongzhou Zhao, Ji Zhang, Haiqing Chen arXiv_CL arXiv_CL Pose Action QA PDF
2021-02-22 No-Reference Quality Assessment for 360-degree Images by Analysis of Multi-frequency Information and Local-global Naturalness Wei Zhou, Jiahua Xu, Qiuping Jiang, Zhibo Chen arXiv_CV arXiv_CV Knowledge Pose Attention QA PDF
2021-02-21 Pruning the Index Contents for Memory Efficient Open-Domain QA Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz arXiv_AI arXiv_AI Pose QA PDF
2021-02-21 Pre-Training BERT on Arabic Tweets: Practical Considerations Ahmed Abdelali, Sabit Hassan, Hamdy Mubarak, Kareem Darwish, Younes Samih arXiv_AI arXiv_AI Transformer Segmentation Bert QA PDF
2021-02-21 Learning Compositional Representation for Few-shot Visual Question Answering Dalu Guo, Dacheng Tao arXiv_CV arXiv_CV Pose Deep_Learning VQA Few-Shot GAN QA PDF
2021-02-21 Improving Action Quality Assessment using ResNets and Weighted Aggregation Shafkat Farabi, Hasibul Haque Himel, Fakhruddin Gazzali, Bakhtiar Hasan, Md. Hasanul Kabir, Moshiur Farazi arXiv_CV arXiv_CV 3D Pose Action Relation CNN Prediction QA PDF
2021-02-20 NUBOT: Embedded Knowledge Graph With RASA Framework for Generating Semantic Intents Responses in Roman Urdu Johar Shabbir, Muhammad Umair Arshad, Waseem Shahzad arXiv_AI arXiv_AI Knowledge Knowledge_Graph Classification QA PDF
2021-02-20 Multilingual Answer Sentence Reranking via Automatically Translated Data Thuy Vu, Alessandro Moschitti arXiv_CL arXiv_CL Transformer QA PDF
2021-02-19 Continual Learning for Blind Image Quality Assessment Weixia Zhang, Dingquan Li, Chao Ma, Guangtao Zhai, Xiaokang Yang, Kede Ma arXiv_CV arXiv_CV Pose Prediction QA PDF
2021-02-18 Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer Rafał Powalski, Łukasz Borchmann, Dawid Jurkiewicz, Tomasz Dwojak, Michał Pietruszka, Gabriela Pałka arXiv_CL arXiv_CL Transformer VQA Attention QA PDF
2021-02-18 SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering Bo Liu, Li-Ming Zhan, Li Xu, Lin Ma, Yan Yang, Xiao-Ming Wu arXiv_AI arXiv_AI Knowledge VQA Medical QA PDF
2021-02-18 Semantic Parsing to Manipulate Relational Database For a Management System Muhammad Hamzah Mushtaq arXiv_AI arXiv_AI Speech Pose Relation QA PDF
2021-02-18 Quiz-Style Question Generation for News Stories Adam D. Lelkes, Vinh Q. Tran, Cong Yu arXiv_CL arXiv_CL Transformer Knowledge Pose Survey QA PDF
2021-02-17 Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut arXiv_CV arXiv_CV Image_Caption Recognition Quantitative VQA Caption PDF
2021-02-17 Enhanced Magnetic Resonance Image Synthesis with Contrast-Aware Generative Adversarial Networks Jonas Denck, Jens Guehring, Andreas Maier, Eva Rothgang arXiv_CV arXiv_CV Review Adversarial Deep_Learning VQA GAN PDF
2021-02-16 Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He arXiv_CL arXiv_CL Transfer_Learning Knowledge Pose Attention Medical Language_Model QA PDF
2021-02-16 NoiseQA: Challenge Set Evaluation for User-Centric Question Answering Abhilasha Ravichander, Siddharth Dalmia, Maria Ryskina, Florian Metze, Eduard Hovy, Alan W Black arXiv_CL arXiv_CL Face Attention QA PDF
2021-02-16 User-Inspired Posterior Network for Recommendation Reason Generation Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Yanyan Lan, Zhuoye Ding, Dawei Yin arXiv_CL arXiv_CL Transformer Knowledge Pose Attention QA Recommendation PDF
2021-02-13 PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis, Yuxiang Wu, Linqing Liu, Pasquale Minervini, Heinrich Küttler, Aleksandra Piktus, Pontus Stenetorp, Sebastian Riedel arXiv_AI arXiv_AI Knowledge QA PDF
2021-02-10 BRECQ: Pushing the Limit of Post-Training Quantization by Block Reconstruction Yuhang Li, Ruihao Gong, Xu Tan, Yang Yang, Peng Hu, Qi Zhang, Fengwei Yu, Wei Wang, Shi Gu arXiv_CV arXiv_CV Reconstruction Quantization Pose Classification Detection Object_Detection Image_Classification QA PDF
2021-02-10 Biomedical Question Answering: A Comprehensive Review Qiao Jin, Zheng Yuan, Guangzhi Xiong, Qianlan Yu, Chuanqi Tan, Mosha Chen, Songfang Huang, Xiaozhong Liu, Sheng Yu arXiv_CL arXiv_CL Knowledge Review Action Medical QA PDF
2021-02-07 Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering Nan Shao, Yiming Cui, Ting Liu, Shijin Wang, Guoping Hu arXiv_CL arXiv_CL Pose Action QA PDF
2021-02-05 Real-World Super-Resolution of Face-Images from Surveillance Cameras Andreas Aakerberg, Kamal Nasrollahi, Thomas B. Moeslund arXiv_CV arXiv_CV Surveillance Reconstruction Super_Resolution Adversarial Pose Face GAN QA PDF
2021-02-05 Model Agnostic Answer Reranking System for Adversarial Question Answering Sagnik Majumder, Chinmoy Samant, Greg Durrett arXiv_CL arXiv_CL Adversarial Pose Prediction QA PDF
2021-02-04 Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho, Jie Lei, Hao Tan, Mohit Bansal arXiv_AI arXiv_AI Image_Caption Pose VQA Text_Generation Caption Language_Model PDF
2021-02-03 Learning Graph Embeddings for Compositional Zero-shot Learning Muhammad Ferjad Naeem, Yongqin Xian, Federico Tombari, Zeynep Akata arXiv_CV arXiv_CV Embedding Zero-Shot Knowledge Pose QA PDF
2021-02-03 Answer Questions with Right Image Regions: A Visual Attention Regularization Approach Yibing Liu, Yangyang Guo, Jianhua Yin, Xuemeng Song, Weifeng Liu, Liqiang Nie arXiv_CV arXiv_CV Regularization Pose VQA Attention Prediction QA PDF
2021-02-02 Ranking vs. Classifying: Measuring Knowledge Base Completion Quality Marina Speranskaya, Martin Schmitt, Benjamin Roth arXiv_AI arXiv_AI Embedding Knowledge Pose Classification Prediction QA PDF
2021-02-01 Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question Answering Data Dian Yu, Kai Sun, Dong Yu, Claire Cardie arXiv_CL arXiv_CL Pose QA PDF
2021-02-01 Hierarchical Ranking for Answer Selection Hang Gao, Mengting Hu, Renhong Cheng, Tiegang Gao arXiv_CL arXiv_CL Bert Optimization Pose QA PDF
2021-01-31 TruthBot: An Automated Conversational Tool for Intent Learning, Curated Information Presenting, and Fake News Alerting Ankur Gupta, Yash Varun, Prarthana Das, Nithya Muttineni, Parth Srivastava, Hamim Zafar, Tanmoy Chakraborty, Swaprava Nath arXiv_CL arXiv_CL Knowledge Survey Quantitative QA PDF
2021-01-31 An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games Alessandro Suglia, Yonatan Bisk, Ioannis Konstas, Antonio Vergari, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon arXiv_CV arXiv_CV Pose VQA QA PDF
2021-01-30 A Quantum Interpretation of Bunched Logic for Quantum Separation Logic Li Zhou, Gilles Barthe, Justin Hsu, Mingsheng Ying, Nengkun Yu arXiv_CV arXiv_CV Pose VQA QA PDF
2021-01-30 Quantifying Visual Image Quality: A Bayesian View Zhengfang Duanmu, Wentao Liu, Zhongling Wang, Zhou Wang arXiv_CV arXiv_CV Optimization Pose Quantitative Relation QA PDF
2021-01-28 Reliable COVID-19 Detection Using Chest X-ray Images Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad E. H. Chowdhury, Moncef Gabbouj arXiv_CV arXiv_CV Pose Detection Object_Detection QA PDF
2021-01-28 Modeling Context in Answer Sentence Selection Systems on a Latency Budget Rujun Han, Luca Soldaini, Alessandro Moschitti arXiv_CL arXiv_CL Transformer Unsupervised Attention QA PDF
2021-01-28 BERTa'u: Ita'u BERT for digital customer service Paulo Finardi, José Dié Viegas, Gustavo T. Ferreira, Alex F. Mansano, Vinicius F. Caridá arXiv_AI arXiv_AI Bert Pose Face Deep_Learning Sentiment Language_Model QA PDF
2021-01-27 VisualMRC: Machine Reading Comprehension on Document Images Ryota Tanaka, Kyosuke Nishida, Sen Yoshida arXiv_CV arXiv_CV VQA QA PDF
2021-01-27 LSOIE: A Large-Scale Dataset for Supervised Open Information Extraction Jacob Solawetz, Stefan Larson arXiv_AI arXiv_AI Knowledge Action QA PDF
2021-01-25 Unanswerable Questions about Images and Texts Ernest Davis arXiv_AI arXiv_AI VQA QA PDF
2021-01-24 A2P-MANN: Adaptive Attention Inference Hops Pruned Memory-Augmented Neural Networks Mohsen Ahmadzadeh, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram arXiv_CL arXiv_CL Pose Attention Inference QA PDF
2021-01-22 Visual Question Answering based on Local-Scene-Aware Referring Expression Generation Jung-Jun Kim, Dong-Gyu Lee, Jialin Wu, Hong-Gyu Jung, Seong-Whan Lee arXiv_CV arXiv_CV Embedding Pose Quantitative Relation VQA Attention Prediction QA PDF
2021-01-21 Content Selection Network for Document-grounded Retrieval-based Chatbots Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Zhicheng Dou arXiv_CL arXiv_CL Pose QA PDF
2021-01-18 Training variational quantum algorithms is NP-hard -- even for logarithmically many qubits and free fermionic systems Lennart Bittel, Martin Kliesch arXiv_CV arXiv_CV Optimization Pose VQA QA PDF
2021-01-18 Incremental Knowledge Based Question Answering Yongqi Li, Wenjie Li, Liqiang Nie arXiv_CL arXiv_CL Knowledge Pose GAN QA PDF
2021-01-17 Few Shot Dialogue State Tracking using Meta-learning Saket Dingliwal, Bill Gao, Sanchit Agarwal, Chien-Wei Lin, Tagyoung Chung, Dilek Hakkani-Tur arXiv_CL arXiv_CL Tracking Knowledge Pose Few-Shot QA PDF
2021-01-17 HySTER: A Hybrid Spatio-Temporal Event Reasoner Theophile Sautory, Nuri Cingillioglu, Alessandra Russo arXiv_AI arXiv_AI Deep_Learning QA PDF
2021-01-17 Understanding in Artificial Intelligence Stefan Maetschke, David Martinez Iraola, Pieter Barnard, Elaheh ShafieiBavani, Peter Zhong, Ying Xu, Antonio Jimeno Yepes arXiv_AI arXiv_AI Review Deep_Learning VQA PDF
2021-01-16 Transformer-Based Models for Question Answering on COVID19 Hillary Ngai, Yoona Park, John Chen, Mahboobeh Parsapoor (Mah Parsa) arXiv_CL arXiv_CL Transformer Bert Pose QA PDF
2021-01-16 ComQA:Compositional Question Answering via Hierarchical Graph Neural Networks Bingning Wang, Ting Yao, Weipeng Chen, Jingfang Xu, Xiaochuan Wang arXiv_CL arXiv_CL Pose Deep_Learning QA PDF
2021-01-16 Latent Variable Models for Visual Question Answering Zixu Wang, Yishu Miao, Lucia Specia arXiv_AI arXiv_AI Pose VQA Attention Caption Inference QA PDF
2021-01-15 Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge Violetta Shevchenko, Damien Teney, Anthony Dick, Anton van den Hengel arXiv_CV arXiv_CV Transformer Embedding Knowledge Pose Relation VQA Language_Model QA Matching PDF
2021-01-15 Coarse-grained decomposition and fine-grained interaction for multi-hop question answering Xing Cao, Yun Liu arXiv_CL arXiv_CL Pose Face Action Attention Inference QA PDF
2021-01-15 Recent Advances in Video Question Answering: A Review of Datasets and Methods Devshree Patel, Ratnam Parikh, Yesha Shastri arXiv_CV arXiv_CV Video_Caption Knowledge Review Survey VQA Caption QA PDF
2021-01-14 Stacked DeBERT: All Attention in Incomplete Data for Text Classification Gwenaelle Cunha Sergio, Minho Lee arXiv_CL arXiv_CL Transformer Reconstruction Embedding Bert Text_Classification Speech Pose Classification Sentiment Denoising Attention QA PDF
2021-01-14 Understanding the Role of Scene Graphs in Visual Question Answering Vinay Damodaran, Sharanya Chakravarthy, Akshay Kumar, Anjana Umapathy, Teruko Mitamura, Yuta Nakashima, Noa Garcia, Chenhui Chu arXiv_CV arXiv_CV Image_Caption Pose Face VQA QA PDF
2021-01-14 TSQA: Tabular Scenario Based Question Answering Xiao Li, Yawei Sun, Gong Cheng arXiv_AI arXiv_AI Knowledge QA PDF
2021-01-13 Neural Sequence-to-grid Module for Learning Symbolic Rules Segwang Kim, Hyoungwook Nam, Joonyoung Kim, Kyomin Jung arXiv_AI arXiv_AI Pose Deep_Learning Prediction QA PDF
2021-01-12 Latent Alignment of Procedural Concepts in Multimodal Recipes Hossein Rajaby Faghihi, Roshanak Mirzaee, Sudarshan Paliwal, Parisa Kordjamshidi arXiv_AI arXiv_AI Pose Attention QA PDF
2021-01-12 Predicting Relative Depth between Objects from Semantic Features Stefan Cassar, Adrian Muscat, Dylan Seychell arXiv_AI arXiv_AI Recognition 3D Classification Detection Relation VQA Visual_Relation PDF
2021-01-11 Explain and Predict, and then Predict again Zijian Zhang, Koustav Rudra, Avishek Anand arXiv_AI arXiv_AI Sentiment_Classification Pose Classification Sentiment Prediction QA PDF
2021-01-11 Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals Gaole He, Yunshi Lan, Jing Jiang, Wayne Xin Zhao, Ji-Rong Wen arXiv_AI arXiv_AI Knowledge Pose QA PDF
2021-01-07 Applying Transfer Learning for Improving Domain-Specific Search Experience Using Query to Question Similarity Ankush Chopra, Shruti Agrawal, Sohom Ghosh arXiv_CL arXiv_CL Embedding Transfer_Learning Bert RNN Language_Model QA PDF
2021-01-06 Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva, Daniel Khashabi, Elad Segal, Tushar Khot, Dan Roth, Jonathan Berant arXiv_CL arXiv_CL Adversarial Pose QA PDF
2021-01-06 EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System Sofian Chaybouti arXiv_CL arXiv_CL Bert Language_Model QA PDF
2021-01-06 SF-QA: Simple and Fair Evaluation Library for Open-domain Question Answering Xiaopeng Lu, Kyusong Lee, Tiancheng Zhao arXiv_CL arXiv_CL Pose Attention QA PDF
2021-01-05 Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph Yu Chen, Ananya Subburathinam, Ching-Hua Chen, Mohammed J. Zaki arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose QA Recommendation PDF
2021-01-05 Modeling Global Semantics for Question Answering over Knowledge Bases Peiyun Wu, Yunjie Wu, Linjuan Wu, Xiaowang Zhang, Zhiyong Feng arXiv_AI arXiv_AI Knowledge Relation Attention CNN QA Matching PDF
2021-01-05 End-to-End Video Question-Answer Generation with Generator-Pretester Network Hung-Ting Su, Chen-Hsi Chang, Po-Wei Shen, Yu-Siang Wang, Ya-Liang Chang, Yu-Cheng Chang, Pu-Jen Cheng, Winston H. Hsu arXiv_CV arXiv_CV Transfer_Learning Pose VQA Caption QA PDF
2021-01-05 Evaluating Empathetic Chatbots in Customer Service Settings Akshay Agarwal, Shashank Maiya, Sonu Aggarwal arXiv_CL arXiv_CL Emotion QA PDF
2021-01-04 Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua arXiv_AI arXiv_AI Review Survey Attention QA PDF
2021-01-04 Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation Ning Bian, Xianpei Han, Bo Chen, Le Sun arXiv_CL arXiv_CL Knowledge Pose Language_Model QA PDF
2021-01-02 Few-Shot Question Answering by Pretraining Span Selection Ori Ram, Yuval Kirstain, Jonathan Berant, Amir Globerson, Omer Levy arXiv_CL arXiv_CL Pose Few-Shot QA PDF
2021-01-02 End-to-End Training of Neural Retrievers for Open-Domain Question Answering Devendra Singh Sachan, Mostofa Patwary, Mohammad Shoeybi, Neel Kant, Wei Ping, William L Hamilton, Bryan Catanzaro arXiv_AI arXiv_AI Unsupervised Salient Pose Action QA PDF
2021-01-02 Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering Najoung Kim, Ellie Pavlick, Burcu Karagol Ayan, Deepak Ramachandran arXiv_CL arXiv_CL Pose Detection QA PDF
2021-01-01 Reader-Guided Passage Reranking for Open-Domain Question Answering Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen arXiv_AI arXiv_AI Pose Prediction QA PDF
2021-01-01 UnitedQA: A Hybrid Approach for Open Domain Question Answering Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao arXiv_AI arXiv_AI Inference Language_Model QA PDF
2021-01-01 NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned Sewon Min, Jordan Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel, Sohee Yang, Minjoon Seo, Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Edouard Grave, Ikuya Yamada, Sonse Shimaoka, Masatoshi Suzuki, Shumpei Miyawaki, Shun Sato, Ryo Takahashi, Jun Suzuki, Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz, Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Schlichtkrull, Sonal Gupta, Yashar Mehdad, Wen-tau Yih arXiv_AI arXiv_AI Review GAN Prediction QA PDF
2020-12-31 Studying Strategically: Learning to Mask for Closed-book QA Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Xiang Ren, Wen-tau Yih, Madian Khabsa arXiv_AI arXiv_AI Knowledge Language_Model QA PDF
2020-12-31 Using Natural Language Relations between Answer Choices for Machine Comprehension Rajkumar Pujari, Dan Goldwasser arXiv_CL arXiv_CL Pose Relation Inference QA PDF
2020-12-31 A Deep Retinal Image Quality Assessment Network with Salient Structure Priors Ziwen Xu, beiji Zou, Qing Liu arXiv_CV arXiv_CV Salient Pose Attention CNN QA PDF
2020-12-31 Coreference Reasoning in Machine Reading Comprehension Mingzhu Wu, Nafise Sadat Moosavi, Dan Roth, Iryna Gurevych arXiv_CL arXiv_CL Pose QA PDF
2020-12-31 HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions Shaobo Li, Xiaoguang Li, Lifeng Shang, Xin Jiang, Qun Liu, Chengjie Sun, Zhenzhou Ji, Bingquan Liu arXiv_CL arXiv_CL Embedding Knowledge Pose Action QA PDF
2020-12-31 Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings Kiran Ramnath, Mark Hasegawa-Johnson arXiv_CL arXiv_CL Image_Caption Embedding Knowledge Knowledge_Graph Pose VQA Attention Inference QA PDF
2020-12-31 FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation Kushal Lakhotia, Bhargavi Paranjape, Asish Ghoshal, Wen-tau Yih, Yashar Mehdad, Srinivasan Iyer arXiv_CL arXiv_CL Few-Shot Prediction QA PDF
2020-12-31 An Experimental Evaluation of Transformer-based Language Models in the Biomedical Domain Paul Grouchy, Shobhit Jain, Michael Liu, Kuhan Wang, Max Tian, Nidhi Arora, Hillary Ngai, Faiza Khan Khattak, Elham Dolatabadi, Sedef Akinli Kocak arXiv_CL arXiv_CL Transformer Bert Medical Language_Model QA PDF
2020-12-30 A Memory Efficient Baseline for Open Domain Question Answering Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Sebastian Riedel, Edouard Grave arXiv_CL arXiv_CL Quantization Knowledge QA PDF
2020-12-30 Human Evaluation of Spoken vs. Visual Explanations for Open-Domain QA Ana Valeria Gonzalez, Gagan Bansal, Angela Fan, Robin Jia, Yashar Mehdad, Srinivasan Iyer arXiv_CL arXiv_CL Face Prediction QA PDF
2020-12-30 Unpaired Image Enhancement with Quality-Attention Generative Adversarial Network Zhangkai Ni, Wenhan Yang, Shiqi Wang, Lin Ma, Sam Kwong arXiv_CV arXiv_CV Enhancement Adversarial Pose Image_Enhancement Attention GAN QA PDF
2020-12-29 Detecting Hate Speech in Multi-modal Memes Abhishek Das, Japsimar Singh Wahi, Siyao Li arXiv_CV arXiv_CV Image_Caption Speech Pose Face Classification Detection Sentiment VQA Object_Detection Caption Prediction PDF
2020-12-29 LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou arXiv_CL arXiv_CL Transformer Action Relation VQA Attention Language_Model QA Matching PDF
2020-12-29 Unified Open-Domain Question Answering with Structured and Unstructured Knowledge Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Schlichtkrull, Sonal Gupta, Yashar Mehdad, Scott Yih arXiv_CL arXiv_CL Knowledge QA PDF
2020-12-28 Pivot Through English: Reliably Answering Multilingual Questions without Document Retrieval Ivan Montero, Shayne Longpre, Ni Lao, Andrew J. Frank, Christopher DuBois arXiv_CL arXiv_CL Knowledge Pose QA PDF
2020-12-24 I like fish, especially dolphins: Addressing Contradictions in Dialogue Modelling Yixin Nie, Mary Williamson, Mohit Bansal, Douwe Kiela, Jason Weston arXiv_AI arXiv_AI Transformer Detection QA PDF
2020-12-24 REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement Yinya Huang, Meng Fang, Xunlin Zhan, Qingxing Cao, Xiaodan Liang, Liang Lin arXiv_AI arXiv_AI Knowledge Pose QA PDF
2020-12-23 Software Pipelining for Quantum Loop Programs Jingzhe Guo, Mingsheng Ying arXiv_CL arXiv_CL Optimization Pose QA PDF
2020-12-23 Learning Dense Representations of Phrases at Scale Jinhyuk Lee, Mujeen Sung, Jaewoo Kang, Danqi Chen arXiv_CL arXiv_CL Transfer_Learning Sparse Knowledge Inference QA PDF
2020-12-22 A Hierarchical Reasoning Graph Neural Network for The Automatic Scoring of Answer Transcriptions in Video Job Interviews Kai Chen, Meng Niu, Qingcai Chen arXiv_CL arXiv_CL Recognition Speech Pose Action Relation Attention Speech_Recognition Prediction QA Matching PDF
2020-12-21 Exploring and Analyzing Machine Commonsense Benchmarks Henrique Santos, Minor Gordon, Zhicheng Liang, Gretchen Forbush, Deborah L. McGuinness arXiv_AI arXiv_AI Ontology QA PDF
2020-12-21 Object-Centric Diagnosis of Visual Reasoning Jianwei Yang, Jiayuan Mao, Jiajun Wu, Devi Parikh, David D. Cox, Joshua B. Tenenbaum, Chuang Gan arXiv_AI arXiv_AI Image_Caption Relation VQA Attention QA PDF
2020-12-21 A Shift-insensitive Full Reference Image Quality Assessment Model Based on Quadratic Sum of Gradient Magnitude and LOG signals Congmin Chen, Xuanqin Mou arXiv_CV arXiv_CV Pose Action QA PDF
2020-12-21 Learning content and context with language bias for Visual Question Answering Chao Yang, Su Feng, Dongsheng Li, Huawei Shen, Guoqing Wang, Bin Jiang arXiv_CV arXiv_CV Pose VQA QA PDF
2020-12-21 A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training Yongkang Liu, Shi Feng, Daling Wang, Kaisong Song, Feiliang Ren, Yifei Zhang arXiv_AI arXiv_AI Bert Pose Attention Inference Prediction QA Matching PDF
2020-12-20 KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA Kenneth Marino, Xinlei Chen, Devi Parikh, Abhinav Gupta, Marcus Rohrbach arXiv_CV arXiv_CV Transformer Embedding Unsupervised Knowledge Knowledge_Graph VQA Prediction QA PDF
2020-12-18 Trying Bilinear Pooling in Video-QA Thomas Winterbottom, Sarah Xiao, Alistair McLean, Noura Al Moubayed arXiv_CV arXiv_CV Pose Action VQA Attention QA PDF
2020-12-18 On Modality Bias in the TVQA Dataset Thomas Winterbottom, Sarah Xiao, Alistair McLean, Noura Al Moubayed arXiv_AI arXiv_AI Embedding Bert Pose VQA QA PDF
2020-12-17 Can Transformers Reason About Effects of Actions? Pratyay Banerjee, Chitta Baral, Man Luo, Arindam Mitra, Kuntal Pal, Tran C. Son, Neeraj Varshney arXiv_AI arXiv_AI Transformer Knowledge Action QA PDF
2020-12-17 Benchmarking Automatic Detection of Psycholinguistic Characteristics for Better Human-Computer Interaction Sanja Stajner, Seren Yenikent, Marc Franco-Salvador arXiv_CL arXiv_CL Pose Action Classification Detection Attention QA PDF
2020-12-17 Ultra-Fast, Low-Storage, Highly Effective Coarse-grained Selection in Retrieval-based Chatbot by Using Deep Semantic Hashing Tian Lan, Xian-Ling Mao, Xiao-yan Gao, He-Yan Huang arXiv_CL arXiv_CL Sparse Knowledge Pose Action QA PDF
2020-12-17 Overcoming Language Priors with Self-supervised Learning for Visual Question Answering Xi Zhu, Zhendong Mao, Chunxiao Liu, Peng Zhang, Bin Wang, Yongdong Zhang arXiv_CV arXiv_CV Self-Supervised Pose VQA QA PDF
2020-12-16 Variational Quantum Algorithms M. Cerezo, Andrew Arrasmith, Ryan Babbush, Simon C. Benjamin, Suguru Endo, Keisuke Fujii, Jarrod R. McClean, Kosuke Mitarai, Xiao Yuan, Lukasz Cincio, Patrick J. Coles arXiv_CV arXiv_CV Review Pose VQA QA PDF
2020-12-16 Using Meta-Knowledge Mined from Identifiers to Improve Intent Recognition in Neuro-Symbolic Algorithms Claudio Pinhanez, Paulo Cavalin, Victor Ribeiro, Heloisa Candello, Julio Nogima, Ana Appel, Mauro Pichiliani, Maira Gatti de Bayser, Melina Guerra, Henrique Ferreira, Gabriel Malfatti arXiv_CL arXiv_CL Recognition Knowledge GAN QA PDF
2020-12-16 Deep Reinforcement Learning of Graph Matching Chang Liu, Runzhong Wang, Zetian Jiang, Junchi Yan arXiv_CV arXiv_CV Embedding Reinforcement_Learning Optimization Knowledge QA Matching PDF
2020-12-16 Learning-Based Quality Assessment for Image Super-Resolution Tiesong Zhao, Yuting Lin, Yiwen Xu, Weiling Chen, Zhou Wang arXiv_CV arXiv_CV Super_Resolution Pose Action Prediction QA PDF
2020-12-15 NeuralQAAD: An Efficient Differentiable Framework for High Resolution Point Cloud Compression Nicolas Wagner, Ulrich Schwanecke arXiv_CV arXiv_CV Gradient_Descent Point_Cloud Pose QA PDF
2020-12-14 Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu arXiv_CL arXiv_CL Pose Inference QA Matching PDF
2020-12-14 Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding Qingxing Cao, Bailin Li, Xiaodan Liang, Keze Wang, Liang Lin arXiv_CV arXiv_CV Embedding Knowledge Pose Relation VQA QA PDF
2020-12-13 Variational Quantum algorithm for Poisson equation Hailing Liu, Yusen Wu, Linchun Wan, Shijie Pan, Sujuan Qin, Fei Gao, Qiaoyan Wen arXiv_CV arXiv_CV Pose VQA QA PDF
2020-12-10 Multilingual Transfer Learning for QA Using Translation as Data Augmentation Mihaela Bornea, Lin Pan, Sara Rosenthal, Radu Florian, Avirup Sil arXiv_CL arXiv_CL Embedding Transfer_Learning Zero-Shot Adversarial Pose Language_Model QA PDF
2020-12-10 Bew: Towards Answering Business-Entity-Related Web Questions Qingqing Cao, Oriana Riva, Aruna Balasubramanian, Niranjan Balasubramanian arXiv_CL arXiv_CL QA PDF
2020-12-10 Look Before you Speak: Visually Contextualized Utterances Paul Hongsuck Seo, Arsha Nagrani, Cordelia Schmid arXiv_CV arXiv_CV Transformer Speech Attention Activity Prediction QA PDF
2020-12-09 Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps Qi Zhu, Chenyu Gao, Peng Wang, Qi Wu arXiv_CV arXiv_CV Image_Caption Transformer Recognition OCR Optical_Character VQA Attention Caption QA PDF
2020-12-09 Fusing Context Into Knowledge Graph for Commonsense Reasoning Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation Language_Model QA PDF
2020-12-08 TAP: Text-Aware Pre-training for Text-VQA and Text-Caption Zhengyuan Yang, Yijuan Lu, Jianfeng Wang, Xi Yin, Dinei Florencio, Lijuan Wang, Cha Zhang, Lei Zhang, Jiebo Luo arXiv_CV arXiv_CV Image_Caption OCR Represenation_Learning Pose Scene_Text Relation VQA Caption Language_Model Prediction QA Matching PDF
2020-12-08 Study on the Assessment of the Quality of Experience of Streaming Video Aleksandr Ivchenko, Pavel Kononyuk, Alexander Dvorkovich, Liubov Antiufrieva arXiv_CV arXiv_CV Pose Relation VQA QA PDF
2020-12-08 Pattern Recognition Scheme for Large-Scale Cloud Detection over Landmarks Adrián Pérez-Suay, Julia Amorós-López, Luis Gómez-Chova, Jordi Muñoz-Marí, Dieter Just, Gustau Camps-Valls arXiv_CV arXiv_CV Recognition Pose Classification Detection QA Matching PDF
2020-12-08 CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions Tayfun Ates, Muhammed Samil Atesoglu, Cagatay Yigit, Ilker Kesen, Mert Kobas, Erkut Erdem, Aykut Erdem, Tilbe Goksun, Deniz Yuret arXiv_AI arXiv_AI Action Deep_Learning VQA PDF
2020-12-07 A Taxonomy of Empathetic Response Intents in Human Social Conversations Anuradha Welivita, Pearl Pu arXiv_CL arXiv_CL Emotion QA PDF
2020-12-07 KgPLM: Knowledge-guided Language Model Pre-training via Generative and Discriminative Learning Bin He, Xin Jiang, Jinghui Xiao, Qun Liu arXiv_AI arXiv_AI Bert Zero-Shot Knowledge Language_Model QA PDF
2020-12-05 Development and Characterization of a Chest CT Atlas Kaiwen Xu, Riqiang Gao, Mirza S. Khan, Shunxing Bao, Yucheng Tang, Steve A. Deppen, Yuankai Huo, Kim L. Sandler, Pierre P. Massion, Mattias P. Heinrich, Bennett A. Landman arXiv_CV arXiv_CV Pose QA PDF
2020-12-05 FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding Maryam Rahnemoonfar, Tashnim Chowdhury, Argho Sarkar, Debvrat Varshney, Masoud Yari, Robin Murphy arXiv_CV arXiv_CV Segmentation Semantic_Segmentation Pose Classification Deep_Learning Detection VQA Object_Detection Image_Classification PDF
2020-12-04 A Comparison of Natural Language Understanding Platforms for Chatbots in Software Engineering Ahmad Abdellatif, Khaled Badran, Diego Elias Costa, Emad Shihab arXiv_AI arXiv_AI Action Classification QA PDF
2020-12-04 Self-Supervised VQA: Answering Visual Questions using Images and Captions Pratyay Banerjee, Tejas Gokhale, Yezhou Yang, Chitta Baral arXiv_CV arXiv_CV Self-Supervised Pose Detection VQA Object_Detection Caption QA PDF
2020-12-04 Understanding Guided Image Captioning Performance across Domains Edwin G. Ng, Bo Pang, Piyush Sharma, Radu Soricut arXiv_CV arXiv_CV Image_Caption Transformer VQA Caption QA PDF
2020-12-03 Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander Gray, Ramon Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G P Shrivatsa Bhargav, Mo Yu arXiv_AI arXiv_AI Knowledge Pose Face Relation QA PDF
2020-12-02 End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training Revanth Gangi Reddy, Bhavani Iyer, Md Arafat Sultan, Rong Zhang, Avi Sil, Vittorio Castelli, Radu Florian, Salim Roukos arXiv_AI arXiv_AI QA Matching PDF
2020-12-02 How Can We Know When Language Models Know? Zhengbao Jiang, Jun Araki, Haibo Ding, Graham Neubig arXiv_CL arXiv_CL Knowledge Language_Model QA PDF
2020-12-01 Deep Multi-Scale Features Learning for Distorted Image Quality Assessment Wei Zhou, Zhibo Chen arXiv_CV arXiv_CV Pose Prediction QA PDF
2020-12-01 Open-Ended Multi-Modal Relational Reason for Video Question Answering Haozheng Luo, Ruiyang Qin arXiv_AI arXiv_AI Action Relation VQA QA PDF
2020-12-01 Just Ask: Learning to Answer Questions from Millions of Narrated Videos Antoine Yang, Antoine Miech, Josef Sivic, Ivan Laptev, Cordelia Schmid arXiv_CV arXiv_CV Transformer Embedding Zero-Shot Pose VQA Activity QA PDF
2020-11-30 Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric Jinjin Gu, Haoming Cai, Haoyu Chen, Xiaoxing Ye, Jimmy Ren, Chao Dong arXiv_CV arXiv_CV Restoration Adversarial Pose Quantitative GAN QA PDF
2020-11-27 Point and Ask: Incorporating Pointing into Visual Question Answering Arjun Mani, Will Hinthorn, Nobline Yoo, Olga Russakovsky arXiv_CV arXiv_CV Recognition Gesture VQA QA PDF
2020-11-27 FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto, Jey Han Lau, Timothy Baldwin arXiv_CL arXiv_CL Bert Pose Relation Summarization Language_Model Prediction QA PDF
2020-11-27 Chinese Medical Question Answer Matching Based on Interactive Sentence Representation Learning Xiongtao Cui, Jungang Han arXiv_CL arXiv_CL Bert Represenation_Learning Pose Deep_Learning Medical QA Matching PDF
2020-11-27 Patch-VQ: 'Patching Up' the Video Quality Problem Zhenqiang Ying (1), Maniratnam Mandal (1), Deepti Ghadiyaram (2), Alan Bovik (1) ((1) University of Texas at Austin, (2) Facebook AI) arXiv_CV arXiv_CV Review VQA Prediction QA PDF
2020-11-26 Learning from Lexical Perturbations for Consistent Visual Question Answering Spencer Whitehead, Hui Wu, Yi Ren Fung, Heng Ji, Rogerio Feris, Kate Saenko arXiv_CV arXiv_CV Regularization Pose VQA QA PDF
2020-11-26 Braid: Weaving Symbolic and Statistical Knowledge into Coherent Logical Explanations Aditya Kalyanpur, Tom Breloff, David Ferrucci, Adam Lally, John Jantos arXiv_CL arXiv_CL Knowledge Relation Inference QA Matching PDF
2020-11-26 A question-answering system for aircraft pilots' documentation Alexandre Arnold, Gérard Dupont, Félix Furger, Catherine Kobus, François Lancelot arXiv_CL arXiv_CL QA PDF
2020-11-26 Transformation Driven Visual Reasoning Xin Hong, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng arXiv_AI arXiv_AI Pose Relation VQA QA PDF
2020-11-26 Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction Yifan Gao, Henghui Zhu, Patrick Ng, Cicero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang arXiv_AI arXiv_AI Pose Prediction QA PDF
2020-11-25 XTQA: Span-Level Explanations of the Textbook Question Answering Jie Ma, Jun Liu, Yaxian Wang, Qinghua Zheng, Qingyu Yin, Jianlong Zhou, Yi Huang arXiv_AI arXiv_AI Pose QA PDF
2020-11-23 Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-Attention Varnith Chordia, Vijay Kumar BG arXiv_AI arXiv_AI Transformer Embedding Classification Relation VQA Attention QA Recommendation PDF
2020-11-23 Siamese Tracking with Lingual Object Constraints Maximilian Filtenborg, Efstratios Gavves, Deepak Gupta arXiv_CV arXiv_CV Surveillance Tracking Object_Tracking Pose VQA Summarization PDF
2020-11-21 A System for Automatic Rice Disease Detectionfrom Rice Paddy Images Serviced via a Chatbot Pitchayagan Temniranrat, Kantip Kiratiratanapruk, Apichon Kitvimonrat, Wasin Sinthupinyo, Sujin Patarapuwadol arXiv_CV arXiv_CV Pose Deep_Learning Detection Object_Detection QA PDF
2020-11-21 LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering Weixin Liang, Feiyang Niu, Aishwarya Reganti, Govind Thattai, Gokhan Tur arXiv_AI arXiv_AI Pose Quantitative Relation VQA Prediction QA PDF
2020-11-20 What do we expect from Multiple-choice QA Systems? Krunal Shah, Nitish Gupta, Dan Roth arXiv_AI arXiv_AI QA PDF
2020-11-19 Logically Consistent Loss for Visual Question Answering Anh-Cat Le-Ngo, Truyen Tran, Santu Rana, Sunil Gupta, Svetha Venkatesh arXiv_AI arXiv_AI Knowledge Pose VQA GAN QA PDF
2020-11-19 Lifelong Knowledge Learning in Rule-based Dialogue Systems Bing Liu, Chuhe Mei arXiv_AI arXiv_AI Knowledge Pose QA PDF
2020-11-18 Diverse and Non-redundant Answer Set Extraction on Community QA based on DPPs Shogo Fujita, Tomohide Shibata, Manabu Okumura arXiv_CL arXiv_CL Bert Pose Action QA PDF
2020-11-17 Generating Natural Questions from Images for Multimodal Assistants Alkesh Patel, Akanksha Bindal, Hadas Kotek, Christopher Klein, Jason Williams arXiv_AI arXiv_AI Knowledge VQA QA PDF
2020-11-16 Conversational agents for learning foreign languages -- a survey Jasna Petrovic, Mladjan Jovanovic arXiv_AI arXiv_AI Survey QA PDF
2020-11-16 Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases Yu Gu, Sue Kase, Michelle Vanni, Brian Sadler, Percy Liang, Xifeng Yan, Yu Su arXiv_AI arXiv_AI Embedding Bert Zero-Shot Knowledge Pose QA PDF
2020-11-16 iPerceive: Applying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering Aman Chadha, Gurneet Arora, Navpreet Kaloty arXiv_AI arXiv_AI Recognition Video_Caption Knowledge Speech Pose Relation VQA Attention Caption Activity QA PDF
2020-11-14 Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang arXiv_CL arXiv_CL Transformer Bert Language_Model QA PDF
2020-11-12 LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing Zhenzhi Wu, Hehui Zhang, Yihan Lin, Guoqi Li, Meng Wang, Ye Tang arXiv_AI arXiv_AI 3D Gesture RNN Pose Face CNN QA PDF
2020-11-11 Audrey: A Personalized Open-Domain Conversational Bot Chung Hoon Hong, Yuan Liang, Sagnik Sinha Roy, Arushi Jain, Vihang Agarwal, Ryan Draves, Zhizhuo Zhou, William Chen, Yujian Liu, Martha Miracky, Lily Ge, Nikola Banovic, David Jurgens arXiv_AI arXiv_AI Knowledge Emotion Detection Relation GAN QA PDF
2020-11-11 End-to-End Chinese Landscape Painting Creation Using Generative Adversarial Networks Alice Xue arXiv_CV arXiv_CV Sketch Adversarial Pose VQA GAN PDF
2020-11-10 Generating Fact Checking Briefs Angela Fan, Aleksandra Piktus, Fabio Petroni, Guillaume Wenzek, Marzieh Saeidi, Andreas Vlachos, Antoine Bordes, Sebastian Riedel arXiv_CL arXiv_CL Detection QA PDF
2020-11-10 Medical Knowledge-enriched Textual Entailment Framework Shweta Yadav, Vishal Pallagani, Amit Sheth arXiv_CL arXiv_CL Knowledge Knowledge_Graph Medical Language_Model QA PDF
2020-11-10 Multi-pooled Inception features for no-reference image quality assessment Domonkos Varga arXiv_CV arXiv_CV Pose CNN QA PDF
2020-11-10 Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning Rachel Gardner, Maya Varma, Clare Zhu, Ranjay Krishna arXiv_AI arXiv_AI Bert Action QA PDF
2020-11-09 CapWAP: Captioning with a Purpose Adam Fisch, Kenton Lee, Ming-Wei Chang, Jonathan H. Clark, Regina Barzilay arXiv_CV arXiv_CV Image_Caption Reinforcement_Learning Pose VQA Caption Inference QA PDF
2020-11-09 Unified Quality Assessment of In-the-Wild Videos with Mixed Datasets Training Dingquan Li, Tingting Jiang, Ming Jiang arXiv_CV arXiv_CV Pose Face VQA QA PDF
2020-11-08 Chatbots as conversational healthcare services Mlađan Jovanović, Marcos Baez, Fabio Casati arXiv_AI arXiv_AI Action QA PDF
2020-11-07 Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles Christopher Clark, Mark Yatskar, Luke Zettlemoyer arXiv_CV arXiv_CV Recognition Pose Relation VQA PDF
2020-11-06 Disentangling 3D Prototypical Networks For Few-Shot Concept Learning Mihir Prabhudesai, Shamit Lal, Darshan Patil, Hsiao-Yu Tung, Adam W Harley, Katerina Fragkiadaki arXiv_CV arXiv_CV 3D Self-Supervised Pose Classification Detection Relation VQA Few-Shot Object_Detection PDF
2020-11-05 Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering Quan Tran, Nhan Dam, Tuan Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung arXiv_CV arXiv_CV Pose QA PDF
2020-11-05 Language Model is All You Need: Natural Language Understanding as Question Answering Mahdi Namazifar, Alexandros Papangelis, Gokhan Tur, Dilek Hakkani-Tür arXiv_AI arXiv_AI Transfer_Learning Language_Model QA PDF
2020-11-05 Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources Qianglong Chen, Feng Ji, Haiqing Chen, Yin Zhang arXiv_AI arXiv_AI Knowledge Pose Attention Language_Model QA PDF
2020-11-05 Context-Aware Answer Extraction in Question Answering Yeon Seonwoo, Ji-Hoon Kim, Jung-Woo Ha, Alice Oh arXiv_CL arXiv_CL Zero-Shot Pose Action Attention Prediction QA PDF
2020-11-04 MK-SQuIT: Synthesizing Questions using Iterative Template-filling Benjamin A. Spiegel, Vincent Cheong, James E. Kaplan, Anthony Sanchez arXiv_CL arXiv_CL Knowledge QA PDF
2020-11-04 An Improved Attention for Visual Question Answering Tanzila Rahman, Shih-Han Chou, Leonid Sigal, Giuseppe Carenini arXiv_CV arXiv_CV Pose Relation VQA Attention QA PDF
2020-11-03 Analyzing Sustainability Reports Using Natural Language Processing Alexandra Luccioni, Emily Bailor, Nicolas Duchene arXiv_CL arXiv_CL QA PDF
2020-11-02 Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps Xanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, Akiko Aizawa arXiv_CL arXiv_CL Inference Prediction QA PDF
2020-11-02 Advanced Semantics for Commonsense Knowledge Extraction Tuan-Phong Nguyen, Simon Razniewski, Gerhard Weikum arXiv_AI arXiv_AI Knowledge Face Action Language_Model QA PDF
2020-11-02 An ontology-based chatbot for crises management: use case coronavirus Khouloud Hwerbi arXiv_AI arXiv_AI Knowledge Pose Ontology Face QA PDF
2020-11-02 I Know What You Asked: Graph Path Learning using AMR for Commonsense Reasoning Jungwoo Lim, Dongsuk Oh, Yoonna Jang, Kisu Yang, Heuiseok Lim arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation QA PDF
2020-11-02 Reasoning Over History: Context Aware Visual Dialog Muhammad A. Shah, Shikib Mehri, Tejas Srinivasan arXiv_CL arXiv_CL Pose VQA Attention QA PDF
2020-11-01 Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning Jon Ander Campos, Kyunghyun Cho, Arantxa Otegi, Aitor Soroa, Gorka Azkune, Eneko Agirre arXiv_CL arXiv_CL Pose Action Classification QA Matching PDF
2020-11-01 SMRT Chatbots: Improving Non-Task-Oriented Dialog with Simulated Multiple Reference Training Huda Khayrallah, João Sedoc arXiv_CL arXiv_CL Transformer QA PDF
2020-11-01 CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering Junru Lu, Gabriele Pergola, Lin Gui, Binyang Li, Yulan He arXiv_CL arXiv_CL Review Pose Text_Generation QA PDF
2020-10-30 A Sui Generis QA Approach using RoBERTa for Adverse Drug Event Identification Harshit Jain, Nishant Raj, Suyash Mishra arXiv_AI arXiv_AI Bert RNN Memory_Networks Action Relation Relation_Extraction Attention Medical QA PDF
2020-10-30 CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering Xiang Yue, Xinliang (Frederick) Zhang, Ziyu Yao, Simon Lin, Huan Sun arXiv_CL arXiv_CL Pose Medical Prediction QA PDF
2020-10-30 Loss-rescaling VQA: Revisiting Language Prior Problem from a Class-imbalance View Yangyang Guo, Liqiang Nie, Zhiyong Cheng, Qi Tian arXiv_CV arXiv_CV Recognition Sparse Pose Face Classification VQA Face_Recognition Image_Classification Prediction QA PDF
2020-10-29 Less is More: Data-Efficient Complex Question Answering over Knowledge Bases Yuncheng Hua, Yuan-Fang Li, Guilin Qi, Wei Wu, Jingyao Zhang, Daiqing Qi arXiv_AI arXiv_AI Reinforcement_Learning Sparse Knowledge Pose Action QA PDF
2020-10-29 Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Tongtong Wu arXiv_AI arXiv_AI Reinforcement_Learning Knowledge Pose Few-Shot QA PDF
2020-10-28 Leveraging Visual Question Answering to Improve Text-to-Image Synthesis Stanislav Frolov, Shailza Jolly, Jörn Hees, Andreas Dengel arXiv_CV arXiv_CV Image_Generation Pose Face VQA QA PDF
2020-10-27 QBSUM: a Large-Scale Query-Based Document Summarization Dataset from Real-world Applications Mingjun Zhao, Shengli Yan, Bang Liu, Xinwang Zhong, Qian Hao, Haolan Chen, Di Niu, Bowei Long, Weidong Guo arXiv_AI arXiv_AI Unsupervised Knowledge Pose Summarization Inference QA PDF
2020-10-27 Co-attentional Transformers for Story-Based Video Understanding Björn Bebensee, Byoung-Tak Zhang arXiv_AI arXiv_AI Transformer Video_Caption Pose Action Attention QA PDF
2020-10-27 MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering Aisha Urooj Khan, Amir Mazaheri, Niels da Vitoria Lobo, Mubarak Shah arXiv_CV arXiv_CV Transformer Bert Knowledge Pose VQA QA PDF
2020-10-27 Effective FAQ Retrieval and Question Matching With Unsupervised Knowledge Injection Wen-Ting Tseng, Tien-Hong Lo, Yung-Chang Hsu, Berlin Chen arXiv_AI arXiv_AI Unsupervised Knowledge Pose Action Relation Language_Model QA Matching PDF
2020-10-26 Comprehensive evaluation of no-reference image quality assessment algorithms on authentic distortions Domonkos Varga arXiv_CV arXiv_CV Knowledge Prediction QA PDF
2020-10-26 ST-GREED: Space-Time Generalized Entropic Differences for Frame Rate Dependent Video Quality Prediction Pavan C. Madhusudana, Neil Birkbeck, Yilin Wang, Balu Adsumilli, Alan C. Bovik arXiv_CV arXiv_CV VQA Prediction QA PDF
2020-10-25 Turn-level Dialog Evaluation with Dialog-level Weak Signals for Bot-Human Hybrid Customer Service Systems Ruofeng Wen arXiv_CL arXiv_CL Action Prediction QA PDF
2020-10-25 Commonsense knowledge adversarial dataset that challenges ELECTRA Gongqi Lin, Yuan Miao, Xiaoyong Yang, Wenwu Ou, Lizhen Cui, Wei Guo, Chunyan Miao arXiv_CL arXiv_CL Bert Knowledge Adversarial QA PDF
2020-10-24 RUArt: A Novel Text-Centered Solution for Text-Based Visual Question Answering Zan-Xia Jin, Heran Wu, Chun Yang, Fang Zhou, Jingyan Qin, Lei Xiao, Xu-Cheng Yin arXiv_AI arXiv_AI Recognition OCR Optical_Character Pose Relation VQA QA Matching PDF
2020-10-24 ReadOnce Transformers: Reusable Representations of Text for Transformers Shih-Ting Lin, Ashish Sabharwal, Tushar Khot arXiv_AI arXiv_AI Transformer Summarization Language_Model QA PDF
2020-10-24 Beyond VQA: Generating Multi-word Answer and Rationale to Visual Questions Radhika Dua, Sai Srinivas Kancheti, Vineeth N Balasubramanian arXiv_AI arXiv_AI Pose Quantitative Classification VQA QA PDF
2020-10-24 Improving Multilingual Models with Language-Clustered Vocabularies Hyung Won Chung, Dan Garrette, Kiat Chuan Tan, Jason Riesa arXiv_CL arXiv_CL Inference QA PDF
2020-10-24 Adding Chit-Chats to Enhance Task-Oriented Dialogues Kai Sun, Seungwhan Moon, Paul Crook, Stephen Roller, Becka Silvert, Bing Liu, Zhiguang Wang, Honglei Liu, Eunjoon Cho, Claire Cardie arXiv_CL arXiv_CL Knowledge Pose QA PDF
2020-10-23 Improving Classification through Weak Supervision in Context-specific Conversational Agent Development for Teacher Education Debajyoti Datta, Maria Phillips, Jennifer Chiu, Ginger S. Watson, James P. Bywater, Laura Barnes, Donald Brown arXiv_CL arXiv_CL Transfer_Learning Pose Classification QA PDF
2020-10-23 Large Scale Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training Oshin Agarwal, Heming Ge, Siamak Shakeri, Rami Al-Rfou arXiv_CL arXiv_CL Knowledge Knowledge_Graph Text_Generation Language_Model QA PDF
2020-10-23 Generating Adequate Distractors for Multiple-Choice Questions Cheng Zhang, Yicheng Sun, Hejia Chen, Jie Wang arXiv_CL arXiv_CL Embedding Knowledge Speech QA PDF
2020-10-23 Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering Arij Riabi, Thomas Scialom, Rachel Keraron, Benoît Sagot, Djamé Seddah, Jacopo Staiano arXiv_CL arXiv_CL Zero-Shot Pose Deep_Learning QA PDF
2020-10-23 Unsupervised Multi-hop Question Answering by Question Generation Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang arXiv_AI arXiv_AI Unsupervised Pose QA PDF
2020-10-23 Multilingual BERT Post-Pretraining Alignment Lin Pan, Chung-Wei Hang, Haode Qi, Abhishek Shah, Mo Yu, Saloni Potdar arXiv_CL arXiv_CL Embedding Bert Zero-Shot Pose Contrastive_Learning Language_Model QA PDF
2020-10-22 Summarizing Utterances from Japanese Assembly Minutes using Political Sentence-BERT-based Method for QA Lab-PoliInfo-2 Task of NTCIR-15 Daiki Shirafuji, Hiromichi Kameya, Rafal Rzepka, Kenji Araki arXiv_CL arXiv_CL Embedding Bert Summarization QA PDF
2020-10-22 Multilingual Synthetic Question and Answer Generation for Cross-Lingual Reading Comprehension Siamak Shakeri, Noah Constant, Mihir Sanjay Kale, Linting Xue arXiv_AI arXiv_AI Pose QA PDF
2020-10-22 Challenges in Information Seeking QA:Unanswerable Questions and Paragraph Retrieval Akari Asai, Eunsol Choi arXiv_CL arXiv_CL Classification Language_Model QA PDF
2020-10-22 XOR QA: Cross-lingual Open-Retrieval Question Answering Akari Asai, Jungo Kasai, Jonathan H. Clark, Kenton Lee, Eunsol Choi, Hannaneh Hajishirzi arXiv_CL arXiv_CL Face QA PDF
2020-10-22 EIGEN: Event Influence GENeration using Pre-trained Language Models Aman Madaan, Dheeraj Rajagopal, Yiming Yang, Abhilasha Ravichander, Eduard Hovy, Shrimai Prabhumoye arXiv_CL arXiv_CL Tracking Knowledge Language_Model QA PDF
2020-10-22 Kwame: A Bilingual AI Teaching Assistant for Online SuaCode Courses George Boateng arXiv_AI arXiv_AI Bert QA PDF
2020-10-21 Logic Guided Genetic Algorithms Dhananjay Ashok, Joseph Scott, Sebastian Wetzel, Maysum Panju, Vijay Ganesh arXiv_AI arXiv_AI Action QA PDF
2020-10-21 Knowledge Distillation for Improved Accuracy in Spoken Question Answering Chenyu You, Nuo Chen, Yuexian Zou arXiv_AI arXiv_AI Recognition Knowledge Speech Speech_Recognition Language_Model QA PDF
2020-10-21 Contextualized Attention-based Knowledge Transfer for Spoken Conversational Question Answering Chenyu You, Nuo Chen, Yuexian Zou arXiv_AI arXiv_AI Embedding Knowledge Speech Pose Attention QA PDF
2020-10-21 Unsupervised Deep Learning based Multiple Choices Question Answering: Start Learning from Basic Knowledge Chi-Liang Liu, Hung-yi Lee arXiv_AI arXiv_AI Unsupervised Knowledge Pose Deep_Learning QA PDF
2020-10-21 Is Retriever Merely an Approximator of Reader? Sohee Yang, Minjoon Seo arXiv_CL arXiv_CL Pose Relation QA PDF
2020-10-21 Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies Itai Gat, Idan Schwartz, Alexander Schwing, Tamir Hazan arXiv_CV arXiv_CV Regularization Pose Classification VQA QA PDF
2020-10-21 RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering Srinivasan Iyer, Sewon Min, Yashar Mehdad, Wen-tau Yih arXiv_CL arXiv_CL Action Attention Prediction QA PDF
2020-10-20 Open Question Answering over Tables and Text Wenhu Chen, Ming-Wei Chang, Eva Schlinger, William Wang, William W. Cohen arXiv_AI arXiv_AI Bert Sparse Pose Attention Inference QA PDF
2020-10-20 Bi-directional Cognitive Thinking Network for Machine Reading Comprehension Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Jing Yu, Yajing Sun, Xiangpeng Wei arXiv_CL arXiv_CL Knowledge Pose QA PDF
2020-10-20 BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues Hung Le, Doyen Sahoo, Nancy F. Chen, Steven C.H. Hoi arXiv_CV arXiv_CV Pose QA PDF
2020-10-20 SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency Sameer Dharur, Purva Tendulkar, Dhruv Batra, Devi Parikh, Ramprasaath R. Selvaraju arXiv_AI arXiv_AI Pose VQA QA PDF
2020-10-19 Technical Question Answering across Tasks and Domains Wenhao Yu, Lingfei Wu, Yu Deng, Qingkai Zeng, Ruchi Mahindru, Sinem Guven, Meng Jiang arXiv_AI arXiv_AI Transfer_Learning Pose Attention QA PDF
2020-10-19 Question Generation for Supporting Informational Query Intents Xusen Yin, Jonathan May, Li Zhou, Kevin Small arXiv_CL arXiv_CL Bert QA PDF
2020-10-19 Better Distractions: Transformer-based Distractor Generation and Multiple Choice Question Filtering Jeroen Offerijns, Suzan Verberne, Tessa Verhoef arXiv_CL arXiv_CL Transformer Bert Action Attention Text_Generation Language_Model QA PDF
2020-10-19 Knowledge Graph-based Question Answering with Electronic Health Records Junwoo Park, Youngwoo Cho, Haneol Lee, Jaegul Choo, Edward Choi arXiv_AI arXiv_AI Knowledge Knowledge_Graph Relation QA PDF
2020-10-19 Understanding Unnatural Questions Improves Reasoning over Text Xiao-Yu Guo, Yuan-Fang Li, Gholamreza Haffari arXiv_AI arXiv_AI Action QA PDF
2020-10-19 A combined full-reference image quality assessment method based on convolutional activation maps Domonkos Varga arXiv_CV arXiv_CV Pose Relation CNN Prediction QA PDF
2020-10-19 Multi-hop Question Generation with Graph Convolutional Network Dan Su, Yan Xu, Wenliang Dai, Ziwei Ji, Tiezheng Yu, Pascale Fung arXiv_AI arXiv_AI Knowledge Pose CNN QA PDF
2020-10-19 Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning Ye Liu, Sheng Zhang, Rui Song, Suo Feng, Yanghua Xiao arXiv_CL arXiv_CL Reinforcement_Learning Knowledge Knowledge_Graph Pose Action GAN QA PDF
2020-10-18 Towards Interpreting BERT for Reading Comprehension Based QA Sahana Ramnath, Preksha Nema, Deep Sahni, Mitesh M. Khapra arXiv_AI arXiv_AI Bert Pose Action Prediction QA PDF
2020-10-18 Towards Data Distillation for End-to-end Spoken Conversational Question Answering Chenyu You, Nuo Chen, Fenglin Liu, Dongchao Yang, Yuexian Zou arXiv_AI arXiv_AI Recognition Knowledge Speech Pose Action Speech_Recognition QA PDF
2020-10-18 Hierarchical Conditional Relation Networks for Multimodal Video Question Answering Thao Minh Le, Vuong Le, Svetha Venkatesh, Truyen Tran arXiv_AI arXiv_AI Pose Relation VQA QA PDF
2020-10-17 Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering Hantao Huang, Tao Han, Wei Han, Deep Yap, Cheng-Ming Chiang arXiv_CV arXiv_CV Image_Caption Bert Pose Relation VQA Attention QA PDF
2020-10-16 Measurement Error Mitigation for Variational Quantum Algorithms George S. Barron, Christopher J. Wood arXiv_CV arXiv_CV Relation VQA QA PDF
2020-10-16 Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering Wissam Siblini, Mohamed Challal, Charlotte Pasqual arXiv_CL arXiv_CL Transformer Bert Pose Face Action Attention Language_Model QA PDF
2020-10-16 QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph Saeedeh Shekarpour, Abhishek Nadgeri, Kuldeep Singh arXiv_CL arXiv_CL Knowledge Knowledge_Graph Survey Action Medical Prediction QA PDF
2020-10-16 RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering Yingqi Qu Yuchen Ding, Jing Liu, Kai Liu, Ruiyang Ren, Xin Zhao, Daxiang Dong, Hua Wu, Haifeng Wang arXiv_CL arXiv_CL Pose Inference QA Matching PDF
2020-10-16 New Ideas and Trends in Deep Multimodal Content Understanding: A Review Wei Chen, Weiping Wang, Li Liu, Michael S. Lew arXiv_CV arXiv_CV Image_Caption Embedding Review Adversarial Survey Deep_Learning VQA Caption PDF
2020-10-15 Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs Ana Marasović, Chandra Bhagavatula, Jae Sung Park, Ronan Le Bras, Noah A. Smith, Yejin Choi arXiv_CV arXiv_CV Image_Caption Transformer Recognition VQA Attention Language_Model PDF
2020-10-15 Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis Zhengxuan Wu, Desmond C. Ong arXiv_AI arXiv_AI Transformer Bert Pose Sentiment Attention Inference Language_Model QA PDF
2020-10-14 Decoding Methods for Neural Narrative Generation Alexandra DeLucia, Aaron Mueller, Xiang Lisa Li, João Sedoc arXiv_CL arXiv_CL QA PDF
2020-10-14 Learning Improvised Chatbots from Adversarial Modifications of Natural Language Feedback Makesh Narsimhan Sreedhar, Kun Ni, Siva Reddy arXiv_AI arXiv_AI Adversarial Pose Action QA PDF
2020-10-14 Recipes for Safety in Open-domain Chatbots Jing Xu, Da Ju, Margaret Li, Y-Lan Boureau, Jason Weston, Emily Dinan arXiv_AI arXiv_AI Action QA PDF
2020-10-14 A Graph Representation of Semi-structured Data for Web Question Answering Xingyao Zhang, Linjun Shou, Jian Pei, Ming Gong, Lijie Wen, Daxin Jiang arXiv_AI arXiv_AI Pose Relation QA PDF
2020-10-13 Does my multimodal model learn cross-modal interactions? It's harder to tell than you might think! Jack Hessel, Lillian Lee arXiv_CV arXiv_CV Text_Classification Pose Action Classification VQA Prediction PDF
2020-10-13 Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension Ekta Sood, Simon Tannert, Diego Frassinelli, Andreas Bulling, Ngoc Thang Vu arXiv_CL arXiv_CL Transformer Tracking RNN Pose Relation Attention CNN QA PDF
2020-10-13 F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering Hendrik Schuff, Heike Adel, Ngoc Thang Vu arXiv_CL arXiv_CL Regularization Pose QA PDF
2020-10-13 A Wrong Answer or a Wrong Question? An Intricate Relationship between Question Reformulation and Answer Selection in Conversational Question Answering Svitlana Vakulenko, Shayne Longpre, Zhucheng Tu, Raviteja Anantha arXiv_CL arXiv_CL Relation QA PDF
2020-10-13 Contrast and Classify: Alternate Training for Robust VQA Yash Kant, Abhinav Moudgil, Dhruv Batra, Devi Parikh, Harsh Agrawal arXiv_CV arXiv_CV Adversarial Pose Contrastive_Learning Classification VQA QA PDF
2020-10-12 End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems Siamak Shakeri, Cicero Nogueira dos Santos, Henry Zhu, Patrick Ng, Feng Nan, Zhiguo Wang, Ramesh Nallapati, Bing Xiang arXiv_CL arXiv_CL Transformer Pose QA PDF
2020-10-12 Chatbot Interaction with Artificial Intelligence: Human Data Augmentation with T5 and Language Transformer Ensemble for Text Classification Jordan J. Bird, Anikó Ekárt, Diego R. Faria arXiv_AI arXiv_AI Transformer Bert Text_Classification Face Action Classification Deep_Learning Attention Prediction QA PDF
2020-10-12 Counterfactual Variable Control for Robust and Interpretable Question Answering Sicheng Yu, Yulei Niu, Shuohang Wang, Jing Jiang, Qianru Sun arXiv_CL arXiv_CL Bert Adversarial Pose Action Relation Inference Prediction QA PDF
2020-10-12 Gradient-based Analysis of NLP Models is Manipulable Junlin Wang, Jens Tuyls, Eric Wallace, Sameer Singh arXiv_CL arXiv_CL Text_Classification Salient Adversarial Classification Prediction QA PDF
2020-10-10 Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation Mehrad Moradshahi. Giovanni Campagna, Sina J. Semnani, Silei Xu, Monica S. Lam arXiv_CL arXiv_CL RNN Pose Ontology NMT Few-Shot QA PDF
2020-10-10 On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks Stephen Mussmann, Robin Jia, Percy Liang arXiv_CL arXiv_CL Embedding Bert Classification Detection QA PDF
2020-10-10 MS-Ranker: Accumulating Evidence from Potentially Correct Candidates for Answer Selection Yingxue Zhang, Fandong Meng, Peng Li, Ping Jian, Jie Zhou arXiv_CL arXiv_CL Reinforcement_Learning Pose Attention QA Matching PDF
2020-10-10 Interpretable Neural Computation for Real-World Compositional Visual Question Answering Ruixue Tang, Chao Ma arXiv_CV arXiv_CV VQA Attention QA PDF
2020-10-10 Open-Domain Question Answering Goes Conversational via Question Rewriting Raviteja Anantha, Svitlana Vakulenko, Zhucheng Tu, Shayne Longpre, Stephen Pulman, Srinivas Chappidi arXiv_CL arXiv_CL QA PDF
2020-10-09 Relation Extraction as Two-way Span-Prediction Amir DN Cohen, Shachar Rosenman, Yoav Goldberg arXiv_CL arXiv_CL Embedding Action Classification Relation Relation_Extraction Prediction QA PDF
2020-10-09 AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data Silei Xu, Sina J. Semnani, Giovanni Campagna, Monica S. Lam arXiv_CL arXiv_CL Zero-Shot Speech Pose QA PDF
2020-10-09 Once Quantized for All: Progressively Searching for Quantized Efficient Models Mingzhu Shen, Feng Liang, Chuming Li, Chen Lin, Ming Sun, Junjie Yan, Wanli Ouyang arXiv_CV arXiv_CV NAS Quantization Attention QA PDF
2020-10-08 Characterizing Datasets for Social Visual Question Answering, and the New TinySocial Dataset Zhanwen Chen, Shiyao Li, Roxanne Rashedi, Xiaoman Zi, Morgan Elrod-Erickson, Bryan Hollis, Angela Maliakal, Xinyu Shen, Simeng Zhao, Maithilee Kunda arXiv_CV arXiv_CV VQA QA PDF
2020-10-08 Multi-hop Inference for Question-driven Summarization Yang Deng, Wenxuan Zhang, Wai Lam arXiv_CL arXiv_CL Pose Relation Summarization Inference QA PDF
2020-10-07 Cross-Thought for Sentence Encoder Pre-training Shuohang Wang, Yuwei Fang, Siqi Sun, Zhe Gan, Yu Cheng, Jing Jiang, Jingjing Liu arXiv_CL arXiv_CL Transformer Embedding Pose Language_Model QA PDF
2020-10-07 SRLGRN: Semantic Role Labeling Graph Reasoning Network Chen Zheng, Parisa Kordjamshidi arXiv_CL arXiv_CL Pose QA PDF
2020-10-07 Learning a Cost-Effective Annotation Policy for Question Answering Bernhard Kratzwald, Stefan Feuerriegel, Huan Sun arXiv_CL arXiv_CL Knowledge Pose QA PDF
2020-10-07 Improving QA Generalization by Concurrent Modeling of Multiple Biases Mingzhu Wu, Nafise Sadat Moosavi, Andreas Rücklé, Iryna Gurevych arXiv_CL arXiv_CL Knowledge Pose QA PDF
2020-10-07 Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering Harsh Jhamtani, Peter Clark arXiv_AI arXiv_AI Bert Prediction QA PDF
2020-10-07 Unsupervised Evaluation for Question Answering with Transformers Lukas Muttenthaler, Isabelle Augenstein, Johannes Bjerva arXiv_AI arXiv_AI Transformer Unsupervised Inference QA PDF
2020-10-06 PRover: Proof Generation for Interpretable Reasoning over Rules Swarnadeep Saha, Sayan Ghosh, Shashank Srivastava, Mohit Bansal arXiv_AI arXiv_AI Transformer Zero-Shot Knowledge Inference QA PDF
2020-10-06 QADiscourse -- Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines Valentina Pyatkin, Ayal Klein, Reut Tsarfaty, Ido Dagan arXiv_CL arXiv_CL Pose Face Relation QA PDF
2020-10-06 Context Modeling with Evidence Filter for Multiple Choice Question Answering Sicheng Yu, Hao Zhang, Wei Jing, Jing Jiang arXiv_CL arXiv_CL Pose Relation QA PDF
2020-10-06 DaNetQA: a yes/no Question Answering Dataset for the Russian Language Taisia Glushkova, Alexey Machnev, Alena Fenogenova, Tatiana Shavrina, Ekaterina Artemova, Dmitry I. Ignatov arXiv_CL arXiv_CL Transfer_Learning QA PDF
2020-10-06 Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering Wei Han, Hantao Huang, Tao Han arXiv_CV arXiv_CV Recognition OCR Optical_Character Pose VQA Prediction QA PDF
2020-10-06 PolicyQA: A Reading Comprehension Dataset for Privacy Policies Wasi Uddin Ahmad, Jianfeng Chi, Yuan Tian, Kai-Wei Chang arXiv_CL arXiv_CL QA PDF
2020-10-06 T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack Boxin Wang, Hengzhi Pei, Boyuan Pan, Qian Chen, Shuohang Wang, Bo Li arXiv_CL arXiv_CL Adversarial Pose Sentiment Text_Generation QA PDF
2020-10-06 UNQOVERing Stereotyping Biases via Underspecified Questions Tao Li, Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Vivek Srikumar arXiv_CL arXiv_CL Transformer Embedding Language_Model QA PDF
2020-10-06 Efficient One-Pass End-to-End Entity Linking for Questions Belinda Z. Li, Sewon Min, Srinivasan Iyer, Yashar Mehdad, Wen-tau Yih arXiv_AI arXiv_AI Detection Inference QA PDF
2020-10-06 Pathological Visual Question Answering Xuehai He, Zhuo Cai, Wenlan Wei, Yichen Zhang, Luntian Mou, Eric Xing, Pengtao Xie arXiv_CV arXiv_CV Knowledge Self-Supervised Pose VQA Medical QA PDF
2020-10-05 InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu arXiv_AI arXiv_AI Bert Represenation_Learning Adversarial Pose Inference Language_Model QA PDF
2020-10-05 Early Detection of Myocardial Infarction in Low-Quality Echocardiography Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj arXiv_CV arXiv_CV Segmentation Pose Deep_Learning Detection Medical QA PDF
2020-10-05 Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems Jan Deriu, Don Tuggener, Pius von Däniken, Jon Ander Campos, Alvaro Rodrigo, Thiziri Belkacem, Aitor Soroa, Eneko Agirre, Mark Cieliebak arXiv_AI arXiv_AI QA PDF
2020-10-05 Painting Outside as Inside: Edge Guided Image Outpainting via Bidirectional Rearrangement with Step-By-Step Learning Kyunghun Kim, Yeohun Yun, Keon-Woo Kang, Kyungbo Gong, Siyeong Lee, Suk-Ju Kang arXiv_CV arXiv_CV Inpainting Pose Quantitative QA PDF
2020-10-05 Attention Guided Semantic Relationship Parsing for Visual Question Answering Moshiur Farazi, Salman Khan, Nick Barnes arXiv_AI arXiv_AI Pose Action Relation VQA Attention QA PDF
2020-10-04 Reading Comprehension as Natural Language Inference: A Semantic Analysis Anshuman Mishra, Dhruvesh Patel, Aparna Vijayakumar, Xiang Li, Pavan Kapanipathi, Kartik Talamadupula arXiv_AI arXiv_AI Bert Pose Attention Inference QA PDF
2020-10-04 Meta Sequence Learning and Its Applications Cheng Zhang, Jie Wang arXiv_CL arXiv_CL QA PDF
2020-10-04 When in Doubt, Ask: Generating Answerable and Unanswerable Questions, Unsupervised Liubov Nikolenko, Pouya Rezazadeh Kalehbasti arXiv_CL arXiv_CL Transformer Unsupervised Language_Model QA PDF
2020-10-02 MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych arXiv_CL arXiv_CL Bert Zero-Shot Self-Supervised Pose QA Matching PDF
2020-10-02 CAPTION: Correction by Analyses, POS-Tagging and Interpretation of Objects using only Nouns Leonardo Anjoletto Ferreira, Douglas De Rizzo Meneghetti, Paulo Eduardo Santos arXiv_CV arXiv_CV Image_Caption Pose Deep_Learning Detection VQA Object_Detection Caption PDF
2020-10-01 Understanding tables with intermediate pre-training Julian Martin Eisenschlos, Syrine Krichine, Thomas Müller arXiv_AI arXiv_AI Bert Classification Prediction QA PDF
2020-10-01 ISAAQ -- Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention Jose Manuel Gomez-Perez, Raul Ortega arXiv_AI arXiv_AI Transformer Relation VQA Attention Language_Model QA PDF
2020-10-01 LiveQA: A Question Answering Dataset over Sports Live Qianying Liu, Sicong Jiang, Yizhong Wang, Sujian Li arXiv_CL arXiv_CL Tracking QA PDF
2020-10-01 Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary Daniel Deutsch, Tania Bedrax-Weiss, Dan Roth arXiv_CL arXiv_CL Pose Summarization QA PDF
2020-10-01 SESQA: semi-supervised learning for speech quality assessment Joan Serrà, Jordi Pons, Santiago Pascual arXiv_SD arXiv_SD Optimization Speech QA PDF
2020-09-30 Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network Yuxuan Wu, Hideki Nakayama arXiv_AI arXiv_AI Reinforcement_Learning Pose VQA QA PDF
2020-09-29 Spatial Attention as an Interface for Image Captioning Models Philipp Sadler arXiv_CV arXiv_CV Image_Caption Face Action Deep_Learning VQA Attention Caption PDF
2020-09-29 A Survey on Semantic Parsing from the perspective of Compositionality Pawan Kumar, Srikanta Bedathur arXiv_CL arXiv_CL Knowledge Survey QA PDF
2020-09-29 The design and implementation of Language Learning Chatbot with XAI using Ontology and Transfer Learning Nuobei Shi, Qin Zeng, Raymond Lee arXiv_AI arXiv_AI Transfer_Learning Recognition Speech Pose Ontology Speech_Recognition Language_Model QA PDF
2020-09-29 Sequence-to-Sequence Learning for Indonesian Automatic Question Generator Ferdiant Joshua Muis (1), Ayu Purwarianti (1 and 2) ((1) Institut Teknologi Bandung, (2) U-CoE AI-VLB) arXiv_CL arXiv_CL Transformer RNN QA PDF
2020-09-29 HINT3: Raising the bar for Intent Detection in the Wild Gaurav Arora, Chirag Jain, Manas Chaturvedi, Krupal Modi arXiv_CL arXiv_CL Bert Pose Detection Relation QA PDF
2020-09-28 Cuid: A new study of perceived image quality and its subjective assessment Lucie Lévêque (UNIV GUSTAVE EIFFEL), Ji Yang, Xiaohan Yang, Pengfei Guo, Kenneth Dasalla, Leida Li, Yingying Wu, Hantao Liu arXiv_CV arXiv_CV Knowledge QA PDF
2020-09-28 Pchatbot: A Large-Scale Dataset for Personalized Chatbot Xiaohe Li, Hanxun Zhong, Yu Guo, Yueyuan Ma, Hongjin Qian, Zhanliang Liu, Zhicheng Dou, Ji-Rong Wen arXiv_AI arXiv_AI Attention QA PDF
2020-09-28 What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin, Eileen Pan, Nassim Oufattole, Wei-Hung Weng, Hanyi Fang, Peter Szolovits arXiv_AI arXiv_AI Attention Medical QA PDF
2020-09-28 SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval Tiancheng Zhao, Xiaopeng Lu, Kyusong Lee arXiv_CL arXiv_CL Transformer Sparse Pose QA Matching PDF
2020-09-27 Unsupervised Pre-training for Biomedical Question Answering Vaishnavi Kommaraju, Karthick Gunasekaran, Kun Li, Trapit Bansal, Andrew McCallum, Ivana Williams, Ana-Maria Istrate arXiv_CL arXiv_CL Unsupervised Bert Represenation_Learning Pose Medical QA PDF
2020-09-27 Hierarchical Deep Multi-modal Network for Medical Visual Question Answering Deepak Gupta, Swati Suman, Asif Ekbal arXiv_CV arXiv_CV Pose Quantitative VQA Medical Prediction QA PDF
2020-09-27 Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval Wenhan Xiong, Xiang Lorraine Li, Srini Iyer, Jingfei Du, Patrick Lewis, William Yang Wang, Yashar Mehdad, Wen-tau Yih, Sebastian Riedel, Douwe Kiela, Barlas Oğuz arXiv_CL arXiv_CL Pose Inference QA Matching PDF
2020-09-26 KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning Ye Liu, Yao Wan, Lifang He, Hao Peng, Philip S. Yu arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Relation Attention Text_Generation QA PDF
2020-09-25 Developing FB Chatbot Based on Deep Learning Using RASA Framework for University Enquiries Yurio Windiatmoko, Ahmad Fathan Hidayatullah, Ridho Rahmadi arXiv_CL arXiv_CL RNN Face SLAM Deep_Learning QA PDF
2020-09-23 X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers Jaemin Cho, Jiasen Lu, Dustin Schwenk, Hannaneh Hajishirzi, Aniruddha Kembhavi arXiv_AI arXiv_AI Image_Caption Transformer Bert VQA Caption Language_Model PDF
2020-09-23 Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering Tuong Do, Binh X. Nguyen, Huy Tran, Erman Tjiputra, Quang D. Tran, Thanh-Toan Do arXiv_CV arXiv_CV Knowledge Pose Action VQA QA PDF
2020-09-22 Lifelong Learning Dialogue Systems: Chatbots that Self-Learn On the Job Bing Liu, Sahisnu Mazumder arXiv_AI arXiv_AI Knowledge Pose Action QA PDF
2020-09-22 SQuARE: Semantics-based Question Answering and Reasoning Engine Kinjal Basu, Sarat Chandra Varanasi, Farhad Shakerin, Gopal Gupta arXiv_AI arXiv_AI Knowledge Pose Attention QA Matching PDF
2020-09-21 Regularizing Attention Networks for Anomaly Detection in Visual Question Answering Doyup Lee, Yeongjae Cheon, Wook-Shin Han arXiv_CV arXiv_CV Regularization Pose Detection VQA Attention QA PDF
2020-09-19 Can questions summarize a corpus? Using question generation for characterizing COVID-19 research Gabriela Surita, Rodrigo Nogueira, Roberto Lotufo arXiv_CL arXiv_CL Pose QA PDF
2020-09-18 Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering Shih-Ting Lin, Greg Durrett arXiv_CL arXiv_CL QA PDF
2020-09-18 Looking Beyond Sentence-Level Natural Language Inference for Downstream Tasks Anshuman Mishra, Dhruvesh Patel, Aparna Vijayakumar, Xiang Li, Pavan Kapanipathi, Kartik Talamadupula arXiv_AI arXiv_AI Knowledge Attention Summarization Inference QA PDF
2020-09-18 MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang arXiv_CV arXiv_CV Knowledge Pose Relation VQA QA PDF
2020-09-17 Generation-Augmented Retrieval for Open-domain Question Answering Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Weizhu Chen arXiv_CL arXiv_CL Sparse Text_Generation QA Matching PDF
2020-09-17 A Multimodal Memes Classification: A Survey and Open Research Issues Tariq Habib Afridi, Aftab Alam, Muhammad Numan Khan, Jawad Khan, Young-Koo Lee arXiv_AI arXiv_AI Image_Caption Bert Knowledge Pose Survey Classification VQA Attention Caption QA PDF
2020-09-17 Compositional and Lexical Semantics in RoBERTa, BERT and DistilBERT: A Case Study on CoQA Ieva Staliūnaitė, Ignacio Iacobacci arXiv_CL arXiv_CL Embedding Bert Knowledge Language_Model QA PDF
2020-09-17 Self-supervised pre-training and contrastive representation learning for multiple-choice video QA Seonhoon Kim, Seohyeong Jeong, Eunbyul Kim, Inho Kang, Nojun Kwak arXiv_CL arXiv_CL Represenation_Learning Self-Supervised Pose Contrastive_Learning VQA Attention QA PDF
2020-09-16 Leveraging Semantic Parsing for Relation Linking over Knowledge Bases Nandana Mihindukulasooriya, Gaetano Rossiello, Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Mo Yu, Alfio Gliozzo, Salim Roukos, Alexander Gray arXiv_AI arXiv_AI Knowledge Pose Face Action Relation Relation_Extraction QA PDF
2020-09-16 Knowledge Graphs for Multilingual Language Translation and Generation Diego Moussallem arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose NMT GAN Inference QA PDF
2020-09-16 DDRQA: Dynamic Document Reranking for Open-domain Multi-hop Question Answering Yuyu Zhang, Ping Nie, Arun Ramamurthy, Le Song arXiv_CL arXiv_CL Pose Action QA PDF
2020-09-16 Asking Complex Questions with Multi-hop Answer-focused Reasoning Xiyao Ma, Qile Zhu, Yanlin Zhou, Xiaolin Li, Dapeng Wu arXiv_CL arXiv_CL Pose Relation Attention QA PDF
2020-09-14 From pulses to circuits and back again: A quantum optimal control perspective on variational quantum algorithms Alicia B. Magann, Christian Arenz, Matthew D. Grace, Tak-San Ho, Robert L. Kosut, Jarrod R. McClean, Herschel A. Rabitz, Mohan Sarovar arXiv_CV arXiv_CV Optimization Pose Action VQA QA PDF
2020-09-13 Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu arXiv_CL arXiv_CL Transformer Sparse Pose Deep_Learning Attention Language_Model QA PDF
2020-09-11 An Atlas of Cultural Commonsense for Machine Reasoning Anurag Acharya, Kartik Talamadupula, Mark A Finlayson arXiv_AI arXiv_AI Knowledge Relation QA PDF
2020-09-11 A Comparison of LSTM and BERT for Small Corpus Aysu Ezen-Can arXiv_CL arXiv_CL Transformer Transfer_Learning Bert Text_Classification RNN Face Classification Text_Generation QA PDF
2020-09-10 Accelerating Real-Time Question Answering via Question Generation Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu arXiv_CL arXiv_CL Pose QA Matching PDF
2020-09-10 Emora: An Inquisitive Social Chatbot Who Cares For You Sarah E. Finch, James D. Finch, Ali Ahmadvand, Ingyu (Jason)Choi, Xiangjue Dong, Ruixiang Qi, Harshita Sahijwani, Sergey Volokhin, Zihan Wang, Zihao Wang, Jinho D. Choi arXiv_AI arXiv_AI Ontology Action Classification QA PDF
2020-09-09 Discovering Textual Structures: Generative Grammar Induction using Template Trees Thomas Winters, Luc De Raedt arXiv_AI arXiv_AI Pose QA PDF
2020-09-09 Aspect Classification for Legal Depositions Saurabh Chakravarty, Satvik Chekuri, Maanav Mehrotra, Edward A. Fox arXiv_CL arXiv_CL Segmentation Ontology Classification Summarization QA PDF
2020-09-08 QED: A Framework and Dataset for Explanations in Question Answering Matthew Lamm, Jennimaria Palomaki, Chris Alberti, Daniel Andor, Eunsol Choi, Livio Baldini Soares, Michael Collins arXiv_AI arXiv_AI Pose Relation QA PDF
2020-09-07 Deep Local and Global Spatiotemporal Feature Aggregation for Blind Video Quality Assessment Wei Zhou, Zhibo Chen arXiv_CV arXiv_CV Pose Deep_Learning VQA CNN QA PDF
2020-09-03 Multi-Perspective Semantic Information Retrieval Samarth Rawal, Chitta Baral arXiv_CL arXiv_CL Bert Deep_Learning Medical QA PDF
2020-09-03 A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports Yikuan Li, Hanyin Wang, Yuan Luo arXiv_CV