Language_Model

2022-12-08 Learning Video Representations from Large Language Models Yue Zhao, Ishan Misra, Philipp Krähenbühl, Rohit Girdhar arXiv_CV arXiv_CV Transformer Embedding Zero-Shot Pose Classification Language_Model PDF
2022-12-08 Task Bias in Vision-Language Models Sachit Menon, Ishaan Preetam Chandratreya, Carl Vondrick arXiv_CV arXiv_CV Transformer Recognition Language_Model PDF
2022-12-08 Implicit causality in GPT-2: a case study Hien Huynh, Tomas O. Lentz, Emiel van Miltenburg arXiv_AI arXiv_AI Language_Model PDF
2022-12-08 Learning Domain Invariant Prompt for Vision-Language Models Cairong Zhao, Yubin Wang, Xinyang Jiang, Yifei Shen, Kaitao Song, Dongsheng Li, Duoqian Miao arXiv_CV arXiv_CV Transformer Pose Face Language_Model PDF
2022-12-08 Successive Prompting for Decomposing Complex Questions Dheeru Dua, Shivanshu Gupta, Sameer Singh, Matt Gardner arXiv_CL arXiv_CL Pose Few-Shot Language_Model PDF
2022-12-08 LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models Chan Hee Song, Jiaman Wu, Clayton Washington, Brian M. Sadler, Wei-Lun Chao, Yu Su arXiv_AI arXiv_AI Pose Few-Shot Language_Model PDF
2022-12-08 Investigating Glyph Phonetic Information for Chinese Spell Checking: What Works and What's Next Xiaotian Zhang, Yanjun Zheng, Hang Yan, Xipeng Qiu arXiv_AI arXiv_AI Pose Language_Model PDF
2022-12-08 Demystifying Prompts in Language Models via Perplexity Estimation Hila Gonen, Srini Iyer, Terra Blevins, Noah A. Smith, Luke Zettlemoyer arXiv_CL arXiv_CL Few-Shot Language_Model PDF
2022-12-07 Discovering Latent Knowledge in Language Models Without Supervision Collin Burns, Haotian Ye, Dan Klein, Jacob Steinhardt arXiv_AI arXiv_AI Unsupervised Zero-Shot Knowledge Pose Language_Model PDF
2022-12-07 Robustness of Learning from Task Instructions Jiasheng Gu, Hanzi Xu, Liangyu Nie, Wenpeng Yin arXiv_CL arXiv_CL Knowledge Language_Model PDF
2022-12-07 Pre-Training With Scientific Text Improves Educational Question Generation Hamze Muse, Sahan Bulathwela, Emine Yilmaz arXiv_AI arXiv_AI Transformer Language_Model PDF
2022-12-07 Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning Kyuyong Shin, Hanock Kwak, Wonjae Kim, Jisu Jeong, Seungjae Jung, Kyung-Min Kim, Jung-Woo Ha, Sang-Woo Lee arXiv_CL arXiv_CL Transfer_Learning Represenation_Learning Pose Language_Model Recommendation PDF
2022-12-07 A Study on Extracting Named Entities from Fine-tuned vs. Differentially Private Fine-tuned BERT Models Andor Diera, Nicolas Lell, Aygul Garifullina, Ansgar Scherp arXiv_CL arXiv_CL Bert Text_Classification Action Classification Deep_Learning Text_Generation Language_Model PDF
2022-12-07 G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks Zhongwei Wan, Yichun Yin, Wei Zhang, Jiaxin Shi, Lifeng Shang, Guangyong Chen, Xin Jiang, Qun Liu arXiv_CL arXiv_CL Transformer Text_Classification Knowledge Review Pose Classification GAN Medical Language_Model QA PDF
2022-12-07 DeepSpeed Data Efficiency: Improving Deep Learning Model Quality and Training Efficiency via Efficient Data Sampling and Routing Conglong Li, Zhewei Yao, Xiaoxia Wu, Minjia Zhang, Yuxiong He arXiv_AI arXiv_AI Bert Pose Deep_Learning Language_Model PDF
2022-12-07 Talking About Large Language Models Murray Shanahan arXiv_CL arXiv_CL Language_Model PDF
2022-12-07 WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition Jun-Yu Ma, Beiduo Chen, Jia-Chen Gu, Zhen-Hua Ling, Wu Guo, Quan Liu, Zhigang Chen, Cong Liu arXiv_CL arXiv_CL Unsupervised Recognition Zero-Shot Knowledge Pose Language_Model PDF
2022-12-07 A Generative Approach for Script Event Prediction via Contrastive Fine-tuning Fangqi Zhu, Jun Gao, Changlong Yu, Wei Wang, Chen Xu, Xin Mu, Min Yang, Ruifeng Xu arXiv_CL arXiv_CL Knowledge Pose Relation Language_Model Prediction PDF
2022-12-07 Towards using Few-Shot Prompt Learning for Automating Model Completion Meriem Ben Chaaben, Lola Burgueño, Houari Sahraoui arXiv_CL arXiv_CL Pose Few-Shot Language_Model PDF
2022-12-06 Counterfactual reasoning: Do language models need world knowledge for causal understanding? Jiaxuan Li, Lang Yu, Allyson Ettinger arXiv_CL arXiv_CL Knowledge Relation Language_Model Prediction PDF
2022-12-06 NeRDi: Single-View NeRF Synthesis with Language-Guided Diffusion as General Image Priors Congyue Deng, Chiyu "Max'' Jiang, Charles R. Qi, Xinchen Yan, Yin Zhou, Leonidas Guibas, Dragomir Anguelov arXiv_CV arXiv_CV Transformer Reconstruction 3D Zero-Shot Knowledge Pose Language_Model PDF
2022-12-06 P{O}DA: Prompt-driven Zero-shot Domain Adaptation Mohammad Fahes, Tuan-Hung Vu, Andrei Bursuc, Patrick Pérez, Raoul de Charette arXiv_CV arXiv_CV Transformer Segmentation Embedding Unsupervised Semantic_Segmentation Style_Transfer Zero-Shot Pose Language_Model PDF
2022-12-06 ADIR: Adaptive Diffusion for Image Reconstruction Shady Abu-Hussein, Tom Tirer, Raja Giryes arXiv_CV arXiv_CV Reconstruction Super_Resolution Pose Denoising Language_Model PDF
2022-12-06 CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain Markus Bayer, Philipp Kuehn, Ramin Shanehsaz, Christian Reuter arXiv_CL arXiv_CL Bert Knowledge Classification Language_Model PDF
2022-12-06 M-VADER: A Model for Diffusion with Multimodal Context Samuel Weinbach, Marco Bellagente, Constantin Eichenberg, Andrew Dai, Robert Baldock, Souradeep Nanda, Björn Deiseroth, Koen Oostermeijer, Hannah Teufel, Andres Felipe Cruz-Salinas arXiv_CV arXiv_CV Transformer Embedding Language_Model PDF
2022-12-06 Towards human-compatible autonomous car: A study of non-verbal Turing test in automated driving with affective transition modelling Zhaoning Li, Qiaoli Jiang, Zhengming Wu, Anqi Liu, Haiyan Wu, Miner Huang, Kai Huang, Yixuan Ku arXiv_AI arXiv_AI Sparse Emotion Detection Autonomous Language_Model PDF
2022-12-06 DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning Praveen Venkateswaran, Evelyn Duesterwald, Vatche Isahagian arXiv_CL arXiv_CL Tracking Zero-Shot Knowledge Pose Few-Shot Language_Model PDF
2022-12-06 Self-Supervised Audio-Visual Speech Representations Learning By Multimodal Self-Distillation Jing-Xuan Zhang, Genshun Wan, Zhen-Hua Ling, Jia Pan, Jianqing Gao, Cong Liu arXiv_SD arXiv_SD Bert Speech Self-Supervised Pose Language_Model PDF
2022-12-06 Automated Identification of Eviction Status from Electronic Health Record Notes Zonghai Yao, Jack Tsai, Weisong Liu, David A. Levy, Emily Druhl, Joel I Reisman, Hong Yu arXiv_CL arXiv_CL Bert Knowledge Classification Language_Model Prediction PDF
2022-12-06 Improved Beam Search for Hallucination Mitigation in Abstractive Summarization Arvind Krishna Sridhar, Erik Visser arXiv_AI arXiv_AI Salient Pose Summarization Inference Language_Model PDF
2022-12-06 LUNA: Language Understanding with Number Augmentations on Transformers via Number Plugins and Pre-training Hongwei Han, Jialiang Xu, Mengyu Zhou, Yijia Shao, Shi Han, Dongmei Zhang arXiv_CL arXiv_CL Transformer Embedding Bert Knowledge Pose Language_Model QA PDF
2022-12-05 POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events Sai Vallurupalli, Sayontan Ghosh, Katrin Erk, Niranjan Balasubramanian, Francis Ferraro arXiv_CL arXiv_CL Salient Knowledge Face Language_Model PDF
2022-12-05 INCLUSIFY: A benchmark and a model for gender-inclusive German David Pomerenke arXiv_CL arXiv_CL Sketch Language_Model PDF
2022-12-05 Meta-Learning Fast Weight Language Models Kevin Clark, Kelvin Guu, Ming-Wei Chang, Panupong Pasupat, Geoffrey Hinton, Mohammad Norouzi arXiv_CL arXiv_CL Transformer Attention Inference Language_Model PDF
2022-12-05 In-context Examples Selection for Machine Translation Sweta Agrawal, Chunting Zhou, Mike Lewis, Luke Zettlemoyer, Marjan Ghazvininejad arXiv_CL arXiv_CL Language_Model PDF
2022-12-05 Addressing Distribution Shift at Test Time in Pre-trained Language Models Ayush Singh, John E. Ortega arXiv_CL arXiv_CL Unsupervised Sparse Language_Model PDF
2022-12-05 I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification Muhammad Ferjad Naeem, Muhammad Gul Zain Ali Khan, Yongqin Xian, Muhammad Zeshan Afzal, Didier Stricker, Luc Van Gool, Federico Tombari arXiv_CV arXiv_CV Embedding Unsupervised Zero-Shot Knowledge Pose Classification Image_Classification Language_Model PDF
2022-12-05 Entity Set Co-Expansion in StackOverflow Yu Zhang, Yunyi Zhang, Yucheng Jiang, Martin Michalski, Yu Deng, Lucian Popa, ChengXiang Zhai, Jiawei Han arXiv_CL arXiv_CL Embedding Knowledge Knowledge_Graph Pose Language_Model PDF
2022-12-05 Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration Feng Nie, Meixi Chen, Zhirui Zhang, Xu Cheng arXiv_CL arXiv_CL Text_Classification Regularization Pose Classification Sentiment Few-Shot Language_Model Prediction PDF
2022-12-05 Legal Prompt Engineering for Multilingual Legal Judgement Prediction Dietrich Trautmann, Alina Petrova, Frank Schilder arXiv_AI arXiv_AI Zero-Shot Pose Language_Model Prediction PDF
2022-12-05 Momentum Decoding: Open-ended Text Generation As Graph Exploration Tian Lan, Yixuan Su, Shuhang Liu, Heyan Huang, Xian-Ling Mao arXiv_CL arXiv_CL Pose Text_Generation Inference Language_Model PDF
2022-12-05 Fast and accurate factorized neural transducer for text adaption of end-to-end speech recognition models Rui Zhao, Jian Xue, Partha Parthasarathy, Veljko Miljanic, Jinyu Li arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Language_Model PDF
2022-12-05 Building Metadata Inference Using a Transducer Based Language Model David Waterworth, Subbu Sethuvenkatraman, Quan Z. Sheng arXiv_AI arXiv_AI Inference Language_Model PDF
2022-12-04 Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation Faeze Brahman, Baolin Peng, Michel Galley, Sudha Rao, Bill Dolan, Snigdha Chaturvedi, Jianfeng Gao arXiv_CL arXiv_CL Pose Relation Text_Generation Language_Model QA PDF
2022-12-04 Learning Automata-Based Task Knowledge Representation from Large-Scale Generative Language Models Yunhao Yang, Jean-Raphaël Gaglione, Ufuk Topcu arXiv_CL arXiv_CL Knowledge Language_Model PDF
2022-12-04 Applying Multilingual Models to Question Answering Ayrton San Joaquin, Filip Skubacz arXiv_CL arXiv_CL Bert Zero-Shot Language_Model QA PDF
2022-12-04 Cross-lingual Similarity of Multilingual Representations Revisited Maksym Del, Mark Fishel arXiv_AI arXiv_AI Bert Zero-Shot Relation Language_Model PDF
2022-12-04 Understanding How Model Size Affects Few-shot Instruction Prompting Ayrton San Joaquin, Ardy Haroen arXiv_CL arXiv_CL Few-Shot Language_Model PDF
2022-12-04 Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering Duy M. H. Nguyen, Hoang Nguyen, Mai T. N. Truong, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag arXiv_CV arXiv_CV Transformer Segmentation Embedding Unsupervised 3D Represenation_Learning Self-Supervised Pose Detection Attention Medical Language_Model Prediction PDF
2022-12-04 Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE Qihuang Zhong, Liang Ding, Yibing Zhan, Yu Qiao, Yonggang Wen, Li Shen, Juhua Liu, Baosheng Yu, Bo Du, Yixin Chen, Xinbo Gao, Chunyan Miao, Xiaoou Tang, Dacheng Tao arXiv_CL arXiv_CL Knowledge Pose Inference Language_Model PDF
2022-12-04 Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation Zhexin Zhang, Jiale Cheng, Hao Sun, Jiawen Deng, Fei Mi, Yasheng Wang, Lifeng Shang, Minlie Huang arXiv_CL arXiv_CL Adversarial Pose Action Language_Model PDF
2022-12-04 MiLMo:Minority Multilingual Pre-trained Language Model Hanru Shi, Sisi Liu, Xinhe Yu, Wugedele Bao, Yuan Sun, Xiaobing Zhao arXiv_CL arXiv_CL Unsupervised Text_Classification Classification Language_Model PDF
2022-12-04 Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer Benjamin Muller, Deepanshu Gupta, Siddharth Patwardhan, Jean-Philippe Fauconnier, David Vandyke, Sachin Agarwal arXiv_AI arXiv_AI Transformer Bert Zero-Shot Knowledge Few-Shot Language_Model PDF
2022-12-04 KPT: Keyword-guided Pre-training for Grounded Dialog Generation Qi Zhu, Fei Mi, Zheng Zhang, Yasheng Wang, Yitong Li, Xin Jiang, Qun Liu, Xiaoyan Zhu, Minlie Huang arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Self-Supervised Pose Few-Shot Language_Model QA PDF
2022-12-03 What is Not in the Context? Evaluation of Few-shot Learners with Informative Demonstrations Michal Štefánik, Marek Kadlčík arXiv_AI arXiv_AI Few-Shot Language_Model Prediction PDF
2022-12-03 Language Models as Agent Models Jacob Andreas arXiv_CL arXiv_CL Survey Relation Language_Model Prediction PDF
2022-12-03 Global memory transformer for processing long documents Arij Al Adel arXiv_CL arXiv_CL Transformer Pose Summarization Language_Model QA PDF
2022-12-03 Exploring Stochastic Autoregressive Image Modeling for Visual Representation Yu Qi, Fan Yang, Yousong Zhu, Yufei Liu, Liwei Wu, Rui Zhao, Wei Li arXiv_AI arXiv_AI Transformer Self-Supervised Pose Contrastive_Learning Language_Model Prediction PDF
2022-12-03 RHO : Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding Ziwei Ji, Zihan Liu, Nayeon Lee, Tiezheng Yu, Bryan Wilie, Min Zeng, Pascale Fung arXiv_AI arXiv_AI Embedding Represenation_Learning Knowledge Knowledge_Graph Pose Relation Attention Language_Model QA PDF
2022-12-03 PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models Minghua Liu, Yinhao Zhu, Hong Cai, Shizhong Han, Zhan Ling, Fatih Porikli, Hao Su arXiv_CV arXiv_CV Segmentation Point_Cloud 3D Zero-Shot Knowledge Detection Few-Shot Language_Model PDF
2022-12-03 Meta Learning for Few-Shot Medical Text Classification Pankaj Sharma, Imran Qureshi, Minh Tran arXiv_CL arXiv_CL Text_Classification Classification Few-Shot Medical Language_Model PDF
2022-12-02 Event knowledge in large language models: the gap between the impossible and the unlikely Carina Kauf, Anna A. Ivanova, Giulia Rambelli, Emmanuele Chersoni, Jingyuan S. She, Zawad Chowdhury, Evelina Fedorenko, Alessandro Lenci arXiv_AI arXiv_AI Knowledge Face Language_Model PDF
2022-12-02 Compound Tokens: Channel Fusion for Vision-Language Representation Learning Maxwell Mbabilla Aladago, AJ Piergiovanni arXiv_CV arXiv_CV Transformer Represenation_Learning Pose VQA Attention Language_Model QA PDF
2022-12-02 Nonparametric Masked Language Modeling Sewon Min, Weijia Shi, Mike Lewis, Xilun Chen, Wen-tau Yih, Hannaneh Hajishirzi, Luke Zettlemoyer arXiv_AI arXiv_AI Zero-Shot Language_Model PDF
2022-12-02 Legal Prompting: Teaching a Language Model to Think Like a Lawyer Fangyi Yu, Lee Quartey, Frank Schilder arXiv_AI arXiv_AI Zero-Shot Few-Shot Language_Model PDF
2022-12-02 SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition Yichong Leng, Xu Tan, Wenjie Liu, Kaitao Song, Rui Wang, Xiang-Yang Li, Tao Qin, Edward Lin, Tie-Yan Liu arXiv_CL arXiv_CL Recognition Speech Pose Classification Detection Attention Speech_Recognition Language_Model PDF
2022-12-02 General Framework for Self-Supervised Model Priming for Parameter-Efficient Fine-tuning Shih-Cheng Huang, Shih-Heng Wang, Min-Han Shih, Saurav Sahay, Hung-yi Lee arXiv_AI arXiv_AI Self-Supervised Pose Few-Shot Language_Model PDF
2022-12-02 Relation-aware Language-Graph Transformer for Question Answering Jinyoung Park, Hyeong Kyu Choi, Juyeon Ko, Hyeonjin Park, Ji-Hoon Kim, Jisu Jeong, Kyungmin Kim, Hyunwoo J. Kim arXiv_AI arXiv_AI Transformer Embedding Knowledge Knowledge_Graph Pose Action Relation Attention Medical Language_Model QA PDF
2022-12-02 UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen arXiv_CL arXiv_CL Transformer Knowledge Knowledge_Graph Pose Relation Language_Model QA Matching PDF
2022-12-01 Improving Zero-Shot Models with Label Distribution Priors Jonathan Kahana, Niv Cohen, Yedid Hoshen arXiv_CV arXiv_CV Zero-Shot Pose Classification Language_Model Prediction PDF
2022-12-01 CliMedBERT: A Pre-trained Language Model for Climate and Health-related Text B. Jalalzadeh Fard, S. A. Hasan, J. E. Bell arXiv_CL arXiv_CL Bert Knowledge Pose Action Relation Relation_Extraction Text_Generation Language_Model PDF
2022-12-01 Adapted Multimodal BERT with Layer-wise Fusion for Sentiment Analysis Odysseas S. Chlapanis, Georgios Paraskevopoulos, Alexandros Potamianos arXiv_CV arXiv_CV Bert Pose Classification Sentiment Language_Model PDF
2022-12-01 Extensible Prompts for Language Models Tao Ge, Jing Hu, Li Dong, Shaoguang Mao, Yan Xia, Xun Wang, Si-Qing Chen, Furu Wei arXiv_CL arXiv_CL Pose Action Language_Model PDF
2022-12-01 Language models and brain alignment: beyond word-level semantics and prediction Gabriele Merlin, Mariya Toneva arXiv_CL arXiv_CL Knowledge Inference Language_Model Prediction PDF
2022-12-01 Embedding generation for text classification of Brazilian Portuguese user reviews: from bag-of-words to transformers Frederico Dias Souza, João Baptista de Oliveira e Souza Filho arXiv_AI arXiv_AI Transformer Embedding Sentiment_Classification Text_Classification RNN Review Face Classification Deep_Learning Sentiment CNN Language_Model PDF
2022-12-01 CultureBERT: Fine-Tuning Transformer-Based Language Models for Corporate Culture Sebastian Koch, Stefan Pasch arXiv_CL arXiv_CL Transformer Bert Text_Classification Review Classification Language_Model Prediction PDF
2022-12-01 IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response Selection Jingcheng Deng, Hengwei Dai, Xuewei Guo, Yuanchen Ju, Wei Peng arXiv_CL arXiv_CL Pose Relation Attention CNN Language_Model PDF
2022-12-01 Language Model Pre-training on True Negatives Zhuosheng Zhang, Hai Zhao, Masao Utiyama, Eiichiro Sumita arXiv_CL arXiv_CL Transformer Language_Model Prediction PDF
2022-12-01 A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines Swati Swati (1 and 2), Adrian Mladenić Grobelnik (1), Dunja Mladenić (1 and 2), Marko Grobelnik (1) ((1) Jožef Stefan Institute - Ljubljana, (2) Jožef Stefan International Postgraduate School - Ljubljana) arXiv_AI arXiv_AI Knowledge Pose Attention Inference Language_Model Prediction PDF
2022-12-01 Localization vs. Semantics: How Can Language Benefit Visual Representation Learning? Zhuowan Li (1), Cihang Xie (2), Benjamin Van Durme (1), Alan Yuille (1) ((1) Johns Hopkins University, (2) University of California, Santa Cruz) arXiv_CV arXiv_CV Represenation_Learning Language_Model Prediction PDF
2022-12-01 Data-Efficient Finetuning Using Cross-Task Nearest Neighbors Hamish Ivison, Noah A. Smith, Hannaneh Hajishirzi, Pradeep Dasigi arXiv_CL arXiv_CL Few-Shot Language_Model QA PDF
2022-12-01 Distilling Multi-Step Reasoning Capabilities of Large Language Models into Smaller Models via Semantic Decompositions Kumar Shridhar, Alessandro Stolfo, Mrinmaya Sachan arXiv_CL arXiv_CL Knowledge Pose Language_Model PDF
2022-11-30 ObjCAViT: Improving Monocular Depth Estimation Using Natural Language Models And Image-Object Cross-Attention Dylan Auty, Krystian Mikolajczyk arXiv_CV arXiv_CV Transformer 3D Knowledge Relation Attention Language_Model PDF
2022-11-30 ExtremeBERT: A Toolkit for Accelerating Pretraining of Customized BERT Rui Pan, Shizhe Diao, Jianlin Chen, Tong Zhang arXiv_CL arXiv_CL Bert Language_Model PDF
2022-11-30 Learning Label Modular Prompts for Text Classification in the Wild Hailin Chen, Amrita Saha, Shafiq Joty, Steven C.H. Hoi arXiv_AI arXiv_AI Text_Classification Knowledge Pose Classification Language_Model PDF
2022-11-30 BudgetLongformer: Can we Cheaply Pretrain a SotA Legal Language Model From Scratch? Joel Niklaus, Daniele Giofré arXiv_AI arXiv_AI Transformer Pose Detection Summarization Medical Language_Model PDF
2022-11-30 sEHR-CE: Language modelling of structured EHR data for efficient and generalizable patient cohort expansion Anna Munoz-Farre, Harry Rose, Sera Aylin Cakiroglu arXiv_CL arXiv_CL Transformer Pose Language_Model Prediction PDF
2022-11-30 X-PuDu at SemEval-2022 Task 6: Multilingual Learning for English and Arabic Sarcasm Detection Yaqian Han, Yekun Chai, Shuohuan Wang, Yu Sun, Hongyi Huang, Guanghao Chen, Yitong Xu, Yang Yang arXiv_CL arXiv_CL Bert Classification Detection Sentiment Language_Model PDF
2022-11-30 xTrimoABFold: Improving Antibody Structure Prediction without Multiple Sequence Alignments Yining Wang, Xumeng Gong, Shaochuan Li, Bing Yang, YiWu Sun, Chuan Shi, Hui Li, Yangang Wang, Cheng Yang, Le Song arXiv_AI arXiv_AI Transformer Knowledge Language_Model Prediction PDF
2022-11-30 Reinforced Language Modeling for End-to-End Task Oriented Dialog Xiao Yu, Qingyang Wu, Kun Qian, Zhou Yu arXiv_CL arXiv_CL Reinforcement_Learning Pose Language_Model PDF
2022-11-30 Protein Language Models and Structure Prediction: Connection and Progression Bozhen Hu, Jun Xia, Jiangbin Zheng, Cheng Tan, Yufei Huang, Yongjie Xu, Stan Z. Li arXiv_AI arXiv_AI Transformer Review Pose Face Survey Attention Language_Model Prediction PDF
2022-11-30 Explicit Knowledge Transfer for Weakly-Supervised Code Generation Zhangir Azerbayev, Ansong Ni, Hailey Schoelkopf, Dragomir Radev arXiv_CL arXiv_CL Knowledge Pose Few-Shot Language_Model PDF
2022-11-30 CLIP-Nav: Using CLIP for Zero-Shot Vision-and-Language Navigation Vishnu Sashank Dorbala, Gunnar Sigurdsson, Robinson Piramuthu, Jesse Thomason, Gaurav S. Sukhatme arXiv_AI arXiv_AI Transformer Recognition Zero-Shot Quantitative Language_Model PDF
2022-11-29 SPARTAN: Sparse Hierarchical Memory for Parameter-Efficient Transformers Ameet Deshpande, Md Arafat Sultan, Anthony Ferritto, Ashwin Kalyan, Karthik Narasimhan, Avirup Sil arXiv_AI arXiv_AI Transformer NAS Optimization Sparse Pose Few-Shot GAN Inference Language_Model PDF
2022-11-29 Exploiting Category Names for Few-Shot Classification with Vision-Language Models Taihong Xiao, Zirui Wang, Liangliang Cao, Jiahui Yu, Shengyang Dai, Ming-Hsuan Yang arXiv_CV arXiv_CV Transformer Embedding Zero-Shot Pose Classification Few-Shot Image_Classification Language_Model PDF
2022-11-29 Soft Alignment Objectives for Robust Adaptation in Machine Translation Michal Štefánik, Marek Kadlčík, Petr Sojka arXiv_AI arXiv_AI Language_Model Prediction PDF
2022-11-29 Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles Shuquan Ye, Yujia Xie, Dongdong Chen, Yichong Xu, Lu Yuan, Chenguang Zhu, Jing Liao arXiv_AI arXiv_AI Transformer Knowledge Knowledge_Graph Pose Language_Model PDF
2022-11-29 Coder Reviewer Reranking for Code Generation Tianyi Zhang, Tao Yu, Tatsunori B. Hashimoto, Mike Lewis, Wen-tau Yih, Daniel Fried, Sida I. Wang arXiv_CL arXiv_CL Review Pose Language_Model PDF
2022-11-29 Better Transcription of UK Supreme Court Hearings Hadeel Saadany, Constantin Orăsan, Catherine Breslin arXiv_CL arXiv_CL Recognition Speech Detection Speech_Recognition Language_Model PDF
2022-11-29 Improving astroBERT using Semantic Textual Similarity Felix Grezes, Thomas Allen, Sergi Blanco-Cuaresma, Alberto Accomazzi, Michael J. Kurtz, Golnaz Shapurian, Edwin Henneken, Carolyn S. Grant, Donna M. Thompson, Timothy W. Hostetler, Matthew R. Templeton, Kelly E. Lockhart, Shinyi Chen, Jennifer Koch, Taylor Jacovich, Pavlos Protopapas arXiv_CL arXiv_CL Bert Language_Model PDF
2022-11-29 Syntactic Substitutability as Unsupervised Dependency Syntax Jasper Jian, Siva Reddy arXiv_CL arXiv_CL Unsupervised Pose Quantitative Relation Language_Model PDF
2022-11-29 PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals Zhihao Zhang, Siwen Luo, Junyi Chen, Sijia Lai, Siqu Long, Hyunsuk Chung, Soyeon Caren Han arXiv_AI arXiv_AI Pose Face Deep_Learning VQA Language_Model PDF
2022-11-29 Zero-Shot Opinion Summarization with GPT-3 Adithya Bhaskar, Alexander R. Fabbri, Greg Durrett arXiv_CL arXiv_CL Zero-Shot Salient Review Action Summarization Language_Model PDF
2022-11-28 Controlled Language Generation for Language Learning Items Kevin Stowe, Debanjan Ghosh, Mengxuan Zhao arXiv_CL arXiv_CL Language_Model PDF
2022-11-28 CoNAL: Anticipating Outliers with Large Language Models Albert Xu, Xiang Ren, Robin Jia arXiv_CL arXiv_CL Text_Classification Classification Language_Model Prediction Matching PDF
2022-11-28 Action-GPT: Leveraging Large-scale Language Models for Improved and Generalized Zero Shot Action Generation Sai Shashank Kalakonda, Shubh Maheshwari, Ravi Kiran Sarvadevabhatla arXiv_CV arXiv_CV Action Quantitative Language_Model PDF
2022-11-28 GPT-Neo for commonsense reasoning-a theoretical and practical lens Rohan Kashyap, Vivek Kashyap, Narendra C.P arXiv_CL arXiv_CL Transformer Inference Language_Model PDF
2022-11-28 SuS-X: Training-Free Name-Only Transfer of Vision-Language Models Vishaal Udandarao, Ankush Gupta, Samuel Albanie arXiv_CV arXiv_CV Transformer Zero-Shot Knowledge Pose Classification Few-Shot Language_Model PDF
2022-11-28 SgVA-CLIP: Semantic-guided Visual Adapting of Vision-Language Models for Few-shot Image Classification Fang Peng, Xiaoshan Yang, Changsheng Xu arXiv_CV arXiv_CV Transformer Represenation_Learning Knowledge Self-Supervised Pose Classification Few-Shot Image_Classification Language_Model PDF
2022-11-28 The Myth of Culturally Agnostic AI Models Eva Cetinic arXiv_AI arXiv_AI Transformer Language_Model PDF
2022-11-28 Scientific and Creative Analogies in Pretrained Language Models Tamara Czinczoll, Helen Yannakoudakis, Pushkar Mishra, Ekaterina Shutova arXiv_CL arXiv_CL Bert Pose Relation Language_Model PDF
2022-11-28 Revisiting Distance Metric Learning for Few-Shot Natural Language Classification Witold Sosnowski, Anna Wróblewska, Karolina Seweryn, Piotr Gawrysiak arXiv_AI arXiv_AI Bert Classification Few-Shot Attention Inference Language_Model PDF
2022-11-28 Large Pre-Trained Models with Extra-Large Vocabularies: A Contrastive Analysis of Hebrew BERT Models and a New One to Outperform Them All Eylon Guetta, Avi Shmidman, Shaltiel Shmidman, Cheyn Shmuel Shmidman, Joshua Guedalia, Moshe Koppel, Dan Bareket, Amit Seker, Reut Tsarfaty arXiv_CL arXiv_CL Segmentation Bert Sentiment Language_Model PDF
2022-11-28 Distance Metric Learning Loss Functions in Few-Shot Scenarios of Supervised Language Models Fine-Tuning Witold Sosnowski, Karolina Seweryn, Anna Wróblewska, Piotr Gawrysiak arXiv_AI arXiv_AI Bert Classification Few-Shot Language_Model PDF
2022-11-28 Continuous diffusion for categorical data Sander Dieleman, Laurent Sartran, Arman Roshannai, Nikolay Savinov, Yaroslav Ganin, Pierre H. Richemond, Arnaud Doucet, Robin Strudel, Chris Dyer, Conor Durkan, Curtis Hawthorne, Rémi Leblond, Will Grathwohl, Jonas Adler arXiv_CL arXiv_CL Pose Language_Model PDF
2022-11-28 Inter-KD: Intermediate Knowledge Distillation for CTC-Based Automatic Speech Recognition Ji Won Yoon, Beom Jun Woo, Sunghwan Ahn, Hyeonseung Lee, Nam Soo Kim arXiv_SD arXiv_SD Recognition Knowledge Speech Pose Classification Deep_Learning Speech_Recognition Language_Model PDF
2022-11-28 Renmin University of China at TRECVID 2022: Improving Video Search by Feature Fusion and Negation Understanding Xirong Li, Aozhu Chen, Ziyue Wang, Fan Hu, Kaibin Tian, Xinru Chen, Chengbo Dong arXiv_CV arXiv_CV Transformer Action Attention Caption Language_Model Video_Retrieval PDF
2022-11-28 DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models Zhengfu He, Tianxiang Sun, Kuanning Wang, Xuanjing Huang, Xipeng Qiu arXiv_CL arXiv_CL Bert Pose Denoising Text_Generation Language_Model PDF
2022-11-28 Fine-tuning language models to find agreement among humans with diverse preferences Michiel A. Bakker, Martin J. Chadwick, Hannah R. Sheahan, Michael Henry Tessler, Lucy Campbell-Gillingham, Jan Balaguer, Nat McAleese, Amelia Glaese, John Aslanides, Matthew M. Botvinick, Christopher Summerfield arXiv_CL arXiv_CL Language_Model PDF
2022-11-28 Arguments to Key Points Mapping with Prompt-based Learning Ahnaf Mozib Samin, Behrooz Nikandish, Jingyan Chen arXiv_CL arXiv_CL Pose Language_Model PDF
2022-11-27 MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu arXiv_CV arXiv_CV Image_Caption Transformer Embedding Pose Relation Attention GAN Language_Model PDF
2022-11-27 Multi-Modal Few-Shot Temporal Action Detection via Vision-Language Meta-Adaptation Sauradip Nag, Mengmeng Xu, Xiatian Zhu, Juan-Manuel Perez-Rua, Bernard Ghanem, Yi-Zhe Song, Tao Xiang arXiv_AI arXiv_AI Transformer Zero-Shot Action Detection Few-Shot Object_Detection Activity Language_Model PDF
2022-11-27 Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 Nghi D. Q. Bui, Yue Wang, Steven Hoi arXiv_CL arXiv_CL Pose Detection Language_Model PDF
2022-11-26 Gender Biases Unexpectedly Fluctuate in the Pre-training Stage of Masked Language Models Kenan Tang, Hanchun Jiang arXiv_CL arXiv_CL Transformer Language_Model PDF
2022-11-26 An Automatic SOAP Classification System Using Weakly Supervision And Transfer Learning Sunjae Kwon, Zhichao Yang, Hong Yu arXiv_CL arXiv_CL Transfer_Learning RNN Pose Classification Language_Model PDF
2022-11-26 PCRED: Zero-shot Relation Triplet Extraction with Potential Candidate Relation Selection and Entity Boundary Detection Yuquan Lan, Dongxu Li, Hui Zhao, Gang Zhao arXiv_AI arXiv_AI Zero-Shot Pose Boundary_Detection Action Detection Relation Language_Model PDF
2022-11-26 SKDBERT: Compressing BERT via Stochastic Knowledge Distillation Zixiang Ding, Guoqing Jiang, Shuai Zhang, Lin Guo, Wei Lin arXiv_CL arXiv_CL Bert Knowledge Pose Language_Model PDF
2022-11-25 An Analysis of Social Biases Present in BERT Variants Across Multiple Languages Aristides Milios (1 and 2), Parishad BehnamGhader (1 and 2) ((1) McGill University, (2) Mila) arXiv_CL arXiv_CL Transformer Bert Pose Language_Model PDF
2022-11-25 Solving math word problems with process- and outcome-based feedback Jonathan Uesato, Nate Kushman, Ramana Kumar, Francis Song, Noah Siegel, Lisa Wang, Antonia Creswell, Geoffrey Irving, Irina Higgins arXiv_AI arXiv_AI Language_Model PDF
2022-11-25 GPT-3-driven pedagogical agents for training children's curious question-asking skills Rania Abdelghani, Yen-Hsiang Wang, Xingdi Yuan, Tong Wang, Hélène Sauzéon, Pierre-Yves Oudeyer arXiv_CL arXiv_CL Pose Language_Model PDF
2022-11-25 CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels Siyuan Li, Li Sun, Qingli Li arXiv_CV arXiv_CV Transformer Segmentation Embedding Pose Classification Re-identification Image_Classification Language_Model PDF
2022-11-25 TRAC: A Textual Benchmark for Reasoning about Actions and Change Weinan He, Canming Huang, Zhanhao Xiao, Yongmei Liu arXiv_AI arXiv_AI Transformer Knowledge Pose Action Language_Model PDF
2022-11-25 Comparison Study Between Token Classification and Sequence Classification In Text Classification Amir Jafari arXiv_CL arXiv_CL Transformer Unsupervised Text_Classification Classification Summarization Language_Model Prediction PDF
2022-11-25 Complementary Explanations for Effective In-Context Learning Xi Ye, Srinivasan Iyer, Asli Celikyilmaz, Ves Stoyanov, Greg Durrett, Ramakanth Pasunuru arXiv_CL arXiv_CL Pose Language_Model PDF
2022-11-24 Using Selective Masking as a Bridge between Pre-training and Fine-tuning Tanish Lad, Himanshu Maheshwari, Shreyas Kottukkal, Radhika Mamidi arXiv_CL arXiv_CL Transformer Bert Sentiment_Classification Pose Classification Sentiment Language_Model PDF
2022-11-24 Question Answering and Question Generation for Finnish Ilmari Kylliäinen, Roman Yangarber arXiv_CL arXiv_CL Transformer Knowledge Face Language_Model QA PDF
2022-11-24 Bidirectional Representations for Low Resource Spoken Language Understanding Quentin Meeus, Marie-Francine Moens, Hugo Van hamme arXiv_CL arXiv_CL Recognition Speech Pose Face Attention Speech_Recognition Language_Model Prediction PDF
2022-11-24 Prototypical Fine-tuning: Towards Robust Performance Under Varying Data Sizes Yiqiao Jin, Xiting Wang, Yaru Hao, Yizhou Sun, Xing Xie arXiv_CL arXiv_CL Pose Language_Model PDF
2022-11-24 Self-supervised vision-language pretraining for Medical visual question answering Pengfei Li, Gang Liu, Lin Tan, Jinying Liao, Shenjun Zhong arXiv_AI arXiv_AI Image_Caption Transformer Self-Supervised Pose Contrastive_Learning VQA Medical Caption Language_Model QA Matching PDF
2022-11-24 TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering Yueqing Sun, Yu Zhang, Le Qi, Qi Shi arXiv_AI arXiv_AI Unsupervised Knowledge Pose Language_Model QA PDF
2022-11-24 Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning Yatai Ji, Rongcheng Tu, Jie Jiang, Weijie Kong, Chengfei Cai, Wenzhe Zhao, Hongfa Wang, Yujiu Yang, Wei Liu arXiv_CV arXiv_CV Transformer Pose Action VQA Attention Language_Model PDF
2022-11-23 Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors Ryan Burgert, Kanchana Ranasinghe, Xiang Li, Michael S. Ryoo arXiv_CV arXiv_CV Transformer Segmentation Unsupervised Semantic_Segmentation Zero-Shot Optimization Inference Language_Model PDF
2022-11-23 SeedBERT: Recovering Annotator Rating Distributions from an Aggregated Label Aneesha Sampath, Victoria Lin, Louis-Philippe Morency arXiv_CL arXiv_CL Bert Pose Deep_Learning Attention Language_Model PDF
2022-11-23 TorchScale: Transformers at Scale Shuming Ma, Hongyu Wang, Shaohan Huang, Wenhui Wang, Zewen Chi, Li Dong, Alon Benhaim, Barun Patra, Vishrav Chaudhary, Xia Song, Furu Wei arXiv_CL arXiv_CL Transformer Inference Language_Model PDF
2022-11-23 This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish Łukasz Augustyniak, Kamil Tagowski, Albert Sawczyn, Denis Janiak, Roman Bartusiak, Adrian Szymczak, Marcin Wątroba, Arkadiusz Janz, Piotr Szymański, Mikołaj Morzy, Tomasz Kajdanowicz, Maciej Piasecki arXiv_CL arXiv_CL Tracking Language_Model PDF
2022-11-23 Unified Multimodal Model with Unlikelihood Training for Visual Dialog Zihao Wang, Junli Wang, Changjun Jiang arXiv_AI arXiv_AI Bert Knowledge Pose Attention Language_Model QA PDF
2022-11-23 Open-vocabulary Attribute Detection María A. Bravo, Sudhanshu Mittal, Simon Ging, Thomas Brox arXiv_CV arXiv_CV Transformer Zero-Shot Detection Language_Model Prediction PDF
2022-11-23 Automatic Generation of Socratic Subquestions for Teaching Math Word Problems Kumar Shridhar, Jakub Macina, Mennatallah El-Assady, Tanmay Sinha, Manu Kapur, Mrinmaya Sachan arXiv_CL arXiv_CL Reinforcement_Learning OCR Pose Language_Model PDF
2022-11-23 Agent-Specific Deontic Modality Detection in Legal Language Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger arXiv_CL arXiv_CL Transformer Transfer_Learning Classification Detection Language_Model PDF
2022-11-23 Masked Autoencoding for Scalable and Generalizable Decision Making Fangchen Liu, Hao Liu, Aditya Grover, Pieter Abbeel arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Self-Supervised Action Language_Model Prediction PDF
2022-11-23 Word-Level Representation From Bytes For Language Modeling Chu-Tak Lee, Qipeng Guo, Xipeng Qiu arXiv_CL arXiv_CL Embedding Bert Text_Classification Classification Attention Image_Classification Language_Model Prediction PDF
2022-11-22 Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks Wenhu Chen, Xueguang Ma, Xinyi Wang, William W. Cohen arXiv_AI arXiv_AI Zero-Shot Pose Few-Shot Language_Model QA PDF
2022-11-22 Retrieval-Augmented Multimodal Language Modeling Michihiro Yasunaga, Armen Aghajanyan, Weijia Shi, Rich James, Jure Leskovec, Percy Liang, Mike Lewis, Luke Zettlemoyer, Wen-tau Yih arXiv_CV arXiv_CV Image_Caption Transformer Knowledge Pose Text_Generation Caption Language_Model PDF
2022-11-22 HyperTuning: Toward Adapting Large Language Models without Back-propagation Jason Phang, Yi Mao, Pengcheng He, Weizhu Chen arXiv_CL arXiv_CL Optimization Pose Few-Shot Language_Model PDF
2022-11-22 Interpreting Neural Networks through the Polytope Lens Sid Black, Lee Sharkey, Leo Grinsztajn, Eric Winsor, Dan Braun, Jacob Merizian, Kip Parker, Carlos Ramón Guevara, Beren Millidge, Gabriel Alfour, Connor Leahy arXiv_AI arXiv_AI CNN Language_Model Prediction PDF
2022-11-22 Event Causality Identification with Causal News Corpus -- Shared Task 3, CASE 2022 Fiona Anting Tan, Hansi Hettiarachchi, Ali Hürriyetoğlu, Tommaso Caselli, Onur Uca, Farhana Ferdousi Liza, Nelleke Oostdijk arXiv_CL arXiv_CL Classification Relation Language_Model Prediction PDF
2022-11-22 Coreference Resolution through a seq2seq Transition-Based System Bernd Bohnet, Chris Alberti, Michael Collins arXiv_AI arXiv_AI Zero-Shot Few-Shot Language_Model PDF
2022-11-22 Converge to the Truth: Factual Error Correction via Iterative Constrained Editing Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao arXiv_CL arXiv_CL Pose Action Language_Model PDF
2022-11-22 Linear Interpolation In Parameter Space is Good Enough for Fine-Tuned Language Models Mark Rofin, Nikita Balagansky, Daniil Gavrilov arXiv_CL arXiv_CL Sentiment Text_Generation Inference Language_Model PDF
2022-11-22 Visually Grounded Commonsense Knowledge Acquisition Yuan Yao, Tianyu Yu, Ao Zhang, Mengdi Li, Ruobing Xie, Cornelius Weber, Zhiyuan Liu, Haitao Zheng, Stefan Wermter, Tat-Seng Chua, Maosong Sun arXiv_AI arXiv_AI Transformer Knowledge Action Relation Attention Language_Model PDF
2022-11-22 Knowledge Prompting for Few-shot Action Recognition Yuheng Shi, Xinxiao Wu, Hanxi Lin arXiv_CV arXiv_CV Transformer Recognition Knowledge Pose Action_Recognition Action Classification Few-Shot Caption Language_Model Matching PDF
2022-11-22 Time-Aware Datasets are Adaptive Knowledgebases for the New Normal Abhijit Suprem, Sanjyot Vaidya, Joao Eduardo Ferreira, Calton Pu arXiv_CL arXiv_CL Text_Classification Knowledge Pose Classification Detection Language_Model PDF
2022-11-21 Evaluating the Knowledge Dependency of Questions Hyeongdon Moon, Yoonseok Yang, Jamin Shin, Hangyeol Yu, Seunghyun Lee, Myeongho Jeong, Juneyoung Park, Minsam Kim, Seungtaek Choi arXiv_CL arXiv_CL Knowledge Pose Survey Relation Language_Model PDF
2022-11-21 TEMPERA: Test-Time Prompting via Reinforcement Learning Tianjun Zhang, Xuezhi Wang, Denny Zhou, Dale Schuurmans, Joseph E. Gonzalez arXiv_AI arXiv_AI Reinforcement_Learning Zero-Shot Knowledge Pose Action Classification Sentiment Few-Shot Inference Language_Model PDF
2022-11-21 Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference Eric Mitchell, Joseph J. Noh, Siyan Li, William S. Armstrong, Ananth Agarwal, Patrick Liu, Chelsea Finn, Christopher D. Manning arXiv_AI arXiv_AI Pose Detection Relation VQA Inference Language_Model Prediction QA PDF
2022-11-21 Can You Label Less by Using Out-of-Domain Data? Active & Transfer Learning with Few-shot Instructions Rafal Kocielnik, Sara Kangaslahti, Shrimai Prabhumoye, Meena Hari, R. Michael Alvarez, Anima Anandkumar arXiv_AI arXiv_AI Transfer_Learning Knowledge Pose Few-Shot Language_Model PDF
2022-11-21 Robotic Skill Acquisition via Instruction Augmentation with Vision-Language Models Ted Xiao, Harris Chan, Pierre Sermanet, Ayzaan Wahid, Anthony Brohan, Karol Hausman, Sergey Levine, Jonathan Tompson arXiv_AI arXiv_AI Transformer Knowledge Language_Model PDF
2022-11-21 Teaching Structured Vision&Language Concepts to Vision&Language Models Sivan Doveh, Assaf Arbelle, Sivan Harary, Rameswar Panda, Roei Herzig, Eli Schwartz, Donghyun Kim, Raja Giryes, Rogerio Feris, Shimon Ullman, Leonid Karlinsky arXiv_CV arXiv_CV Transformer Zero-Shot Pose Relation GAN Language_Model PDF
2022-11-21 Multitask Vision-Language Prompt Tuning Sheng Shen, Shijia Yang, Tianjun Zhang, Bohan Zhai, Joseph E. Gonzalez, Kurt Keutzer, Trevor Darrell arXiv_CV arXiv_CV Transformer Knowledge Pose Few-Shot Language_Model PDF
2022-11-21 Perceiver-VL: Efficient Vision-and-Language Modeling with Iterative Latent Attention Zineng Tang, Jaemin Cho, Jie Lei, Mohit Bansal arXiv_AI arXiv_AI Transformer Attention Inference Language_Model PDF
2022-11-21 PointCLIP V2: Adapting CLIP for Powerful 3D Open-world Learning Xiangyang Zhu, Renrui Zhang, Bowei He, Ziyao Zeng, Shanghang Zhang, Peng Gao arXiv_CV arXiv_CV Transformer Segmentation Point_Cloud 3D Zero-Shot Pose Classification Detection Few-Shot Object_Detection Language_Model PDF
2022-11-21 Measuring Harmful Representations in Scandinavian Language Models Samia Touileb, Debora Nozza arXiv_CL arXiv_CL Language_Model PDF
2022-11-21 ClipCrop: Conditioned Cropping Driven by Vision-Language Model Zhihang Zhong, Mingxi Cheng, Zhirong Wu, Yuhui Yuan, Yinqiang Zheng, Ji Li, Han Hu, Stephen Lin, Yoichi Sato, Imari Sato arXiv_CV arXiv_CV Transformer Detection Language_Model PDF
2022-11-21 Deanthropomorphising NLP: Can a Language Model Be Conscious? Matthew Shardlow, Piotr Przybyła arXiv_AI arXiv_AI Transformer Language_Model PDF
2022-11-21 Enhancing Crisis-Related Tweet Classification with Entity-Masked Language Modeling and Multi-Task Learning Philipp Seeberger, Korbinian Riedhammer arXiv_CL arXiv_CL Pose Action Classification Language_Model PDF
2022-11-21 SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training Yuanze Lin, Chen Wei, Huiyu Wang, Alan Yuille, Cihang Xie arXiv_AI arXiv_AI Transformer Sparse Language_Model Video_Retrieval PDF
2022-11-21 RAILD: Towards Leveraging Relation Features for Inductive Link Prediction In Knowledge Graphs Genet Asefa Gesese, Harald Sack, Mehwish Alam arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation Language_Model Prediction PDF
2022-11-21 CBEAF-Adapting: Enhanced Continual Pretraining for Building Chinese Biomedical Language Model Yongyu Yan, Kui Xue, Qi Ye, Tong Ruan arXiv_CL arXiv_CL Bert Pose Attention Medical Language_Model PDF
2022-11-21 Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text Qianhui Wu, Huiqiang Jiang, Haonan Yin, Borje F. Karlsson, Chin-Yew Lin arXiv_CL arXiv_CL Transformer Represenation_Learning Knowledge Self-Supervised Pose Detection Language_Model Prediction PDF
2022-11-21 VATLM: Visual-Audio-Text Pre-Training with Unified Masked Prediction for Speech Representation Learning Qiushi Zhu, Long Zhou, Ziqiang Zhang, Shujie Liu, Binxing Jiao, Jie Zhang, Lirong Dai, Daxin Jiang, Jinyu Li, Furu Wei arXiv_AI arXiv_AI Transformer Recognition Bert Represenation_Learning Speech Pose Action Speech_Recognition Language_Model Prediction PDF
2022-11-21 Unsupervised Explanation Generation via Correct Instantiations Sijie Cheng, Zhiyong Wu, Jiangjie Chen, Zhixing Li, Yang Liu, Lingpeng Kong arXiv_CL arXiv_CL Unsupervised Pose Language_Model Prediction PDF
2022-11-21 Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification Yue Yang, Artemis Panagopoulou, Shenghao Zhou, Daniel Jin, Chris Callison-Burch, Mark Yatskar arXiv_CV arXiv_CV Recognition Classification Few-Shot Image_Classification Language_Model PDF
2022-11-21 You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model Shengkun Tang, Yaqing Wang, Zhenglun Kong, Tianchi Zhang, Yao Li, Caiwen Ding, Yanzhi Wang, Yi Liang, Dongkuan Xu arXiv_CV arXiv_CV Transformer Pose Inference Language_Model Prediction PDF
2022-11-20 Conceptor-Aided Debiasing of Contextualized Embeddings Yifei Li, Lyle Ungar, João Sedoc arXiv_AI arXiv_AI Embedding Bert Pose Language_Model PDF
2022-11-20 A Theory of Unsupervised Translation Motivated by Understanding Animal Communication Shafi Goldwasser, David F. Gruber, Adam Tauman Kalai, Orr Paradise arXiv_CL arXiv_CL Unsupervised Knowledge Pose Language_Model Matching PDF
2022-11-20 The Stack: 3 TB of permissively licensed source code Denis Kocetkov, Raymond Li, Loubna Ben Allal, Jia Li, Chenghao Mou, Carlos Muñoz Ferrandis, Yacine Jernite, Margaret Mitchell, Sean Hughes, Thomas Wolf, Dzmitry Bahdanau, Leandro von Werra, Harm de Vries arXiv_AI arXiv_AI Language_Model PDF
2022-11-20 Pragmatic Constraint on Distributional Semantics Elizaveta Zhemchuzhina, Nikolai Filippov, Ivan P. Yamshchikov arXiv_AI arXiv_AI Language_Model PDF
2022-11-20 Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge Yangning Li, Jiaoyan Chen, Yinghui Li, Tianyu Yu, Xi Chen, Hai-Tao Zheng arXiv_CL arXiv_CL Transformer Knowledge Pose Language_Model Matching PDF
2022-11-20 Modeling Fine-grained Information via Knowledge-aware Hierarchical Graph for Zero-shot Entity Retrieval Taiqiang Wu, Xingyu Bai, Weigang Guo, Weijie Liu, Siheng Li, Yujiu Yang arXiv_CL arXiv_CL Embedding Zero-Shot Knowledge Pose Attention GAN Language_Model PDF
2022-11-20 Leveraging per Image-Token Consistency for Vision-Language Pre-training Yunhao Gou, Tom Ko, Hansi Yang, James Kwok, Yu Zhang, Mingxuan Wang arXiv_CV arXiv_CV Transformer Salient Pose Language_Model PDF
2022-11-20 Artificial Interrogation for Attributing Language Models Farhan Dhanani, Muhammad Rafi arXiv_AI arXiv_AI Transformer Text_Classification Face Classification GAN Text_Generation Language_Model Matching PDF
2022-11-19 Combining State-of-the-Art Models with Maximal Marginal Relevance for Few-Shot and Zero-Shot Multi-Document Summarization David Adams, Gandharv Suri, Yllias Chali arXiv_CL arXiv_CL Zero-Shot Pose Deep_Learning Few-Shot Summarization Language_Model PDF
2022-11-19 Suffering from Vaccines or from Government? : Partisan Bias in COVID-19 Vaccine Adverse Events Coverage TaeYoung Kang, Hanbin Lee arXiv_CL arXiv_CL Relation Language_Model PDF
2022-11-19 Decomposed Soft Prompt Guided Fusion Enhancing for Compositional Zero-Shot Learning Xiaocheng Lu, Ziming Liu, Song Guo, Jingcai Guo arXiv_AI arXiv_AI Transformer Recognition Zero-Shot Pose Relation Language_Model PDF
2022-11-19 Entity-Assisted Language Models for Identifying Check-worthy Sentences Ting Su, Craig Macdonald, Iadh Ounis arXiv_CL arXiv_CL Embedding Bert Text_Classification RNN Knowledge Knowledge_Graph Speech Pose Classification Language_Model PDF
2022-11-19 ABINet++: Autonomous, Bidirectional and Iterative Language Modeling for Scene Text Spotting Shancheng Fang, Zhendong Mao, Hongtao Xie, Yuxin Wang, Chenggang Yan, Yongdong Zhang arXiv_CV arXiv_CV Transformer Embedding Recognition Knowledge Pose Scene_Text Classification Attention Autonomous Language_Model PDF
2022-11-18 Knowledge Graph Generation From Text Igor Melnyk, Pierre Dognin, Payel Das arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Language_Model Matching PDF
2022-11-18 Knowledge Graph Refinement based on Triplet BERT-Networks Armita Khajeh Nassiri (1), Nathalie Pernelle (2), Fatiha Sais (1), Gianluca Quercini (1) ((1) LISN, CNRS UMR 9015, University of Paris Saclay (2) LIPN, CNRS UMR 7030, University of Sorbonne Paris Nord) arXiv_AI arXiv_AI Transformer Embedding Bert Knowledge Knowledge_Graph Pose Classification Relation Few-Shot Language_Model Prediction PDF
2022-11-18 SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models Guangxuan Xiao, Ji Lin, Mickael Seznec, Julien Demouth, Song Han arXiv_AI arXiv_AI Transformer Quantization OCR Pose Inference Language_Model PDF
2022-11-18 PAL: Program-aided Language Models Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig arXiv_AI arXiv_AI Pose Few-Shot Language_Model PDF
2022-11-18 Visual Programming: Compositional visual reasoning without training Tanmay Gupta, Aniruddha Kembhavi arXiv_AI arXiv_AI Zero-Shot Knowledge VQA Language_Model PDF
2022-11-18 GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and Augmentation Biyang Guo, Yeyun Gong, Yelong Shen, Songqiao Han, Hailiang Huang, Nan Duan, Weizhu Chen arXiv_CL arXiv_CL Transformer Reconstruction Recognition Text_Classification Sketch Pose Classification Text_Generation Language_Model PDF
2022-11-18 Task Residual for Tuning Vision-Language Models Tao Yu, Zhihe Lu, Xin Jin, Zhibo Chen, Xinchao Wang arXiv_CV arXiv_CV Transformer Transfer_Learning Knowledge Pose Language_Model PDF
2022-11-18 Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing Zonghai Yao, Yi Cao, Zhichao Yang, Hong Yu arXiv_AI arXiv_AI Knowledge Pose Relation Medical Language_Model PDF
2022-11-18 A Persian ASR-based SER: Modification of Sharif Emotional Speech Database and Investigation of Persian Text Corpora Ali Yazdani, Yasser Shekofteh arXiv_AI arXiv_AI Recognition Speech Emotion Deep_Learning Speech_Recognition Language_Model Prediction PDF
2022-11-18 Metadata Might Make Language Models Better Kaspar Beelen, Daniel van Strien arXiv_CL arXiv_CL Bert Pose Classification Language_Model PDF
2022-11-18 3d human motion generation from the text via gesture action classification and the autoregressive model Gwantae Kim, Youngsuk Ryu, Junyeop Lee, David K. Han, Jeongmin Bae, Hanseok Ko arXiv_CV arXiv_CV Embedding Recognition 3D Text_Classification Gesture Pose Action_Recognition Action Classification Deep_Learning Language_Model PDF
2022-11-18 Towards Explaining Subjective Ground of Individuals on Social Media Younghun Lee, Dan Goldwasser arXiv_CL arXiv_CL Pose Attention Language_Model PDF
2022-11-17 Planning with Large Language Models via Corrective Re-prompting Shreyas Sundara Raman, Vanya Cohen, Eric Rosen, Ifrah Idrees, David Paulius, Stefanie Tellex arXiv_RO arXiv_RO Knowledge Pose Action Language_Model PDF
2022-11-17 Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks Hao Li, Jinguo Zhu, Xiaohu Jiang, Xizhou Zhu, Hongsheng Li, Chun Yuan, Xiaohua Wang, Yu Qiao, Xiaogang Wang, Wenhai Wang, Jifeng Dai arXiv_CV arXiv_CV Transformer Pose Language_Model PDF
2022-11-17 InstructPix2Pix: Learning to Follow Image Editing Instructions Tim Brooks, Aleksander Holynski, Alexei A. Efros arXiv_CV arXiv_CV Knowledge Pose Inference Language_Model PDF
2022-11-17 I Can't Believe There's No Images! Learning Visual Tasks Using only Language Data Sophia Gu, Christopher Clark, Aniruddha Kembhavi arXiv_CV arXiv_CV Image_Caption Embedding VQA Caption Language_Model PDF
2022-11-17 Efficient Transformers with Dynamic Token Pooling Piotr Nawrot, Jan Chorowski, Adrian Łańcucki, Edoardo M. Ponti arXiv_CL arXiv_CL Transformer Segmentation Language_Model PDF
2022-11-17 Probing for Incremental Parse States in Autoregressive Language Models Tiwalayo Eisape, Vineet Gangireddy, Roger P. Levy, Yoon Kim arXiv_CL arXiv_CL Inference Language_Model Prediction PDF
2022-11-17 Ignore Previous Prompt: Attack Techniques For Language Models Fábio Perez, Ian Ribeiro arXiv_AI arXiv_AI Transformer Adversarial Action Language_Model PDF
2022-11-17 LongFNT: Long-form Speech Recognition with Factorized Neural Transducer Xun Gong, Yu Wu, Jinyu Li, Shujie Liu, Rui Zhao, Xie Chen, Yanmin Qian arXiv_SD arXiv_SD Recognition Bert Speech Pose Speech_Recognition Language_Model Prediction PDF
2022-11-16 Holistic Evaluation of Language Models Percy Liang, Rishi Bommasani, Tony Lee, Dimitris Tsipras, Dilara Soylu, Michihiro Yasunaga, Yian Zhang, Deepak Narayanan, Yuhuai Wu, Ananya Kumar, Benjamin Newman, Binhang Yuan, Bobby Yan, Ce Zhang, Christian Cosgrove, Christopher D. Manning, Christopher Ré, Diana Acosta-Navas, Drew A. Hudson, Eric Zelikman, Esin Durmus, Faisal Ladhak, Frieda Rong, Hongyu Ren, Huaxiu Yao, Jue Wang, Keshav Santhanam, Laurel Orr, Lucia Zheng, Mert Yuksekgonul, Mirac Suzgun, Nathan Kim, Neel Guha, Niladri Chatterji, Omar Khattab, Peter Henderson, Qian Huang, Ryan Chi, Sang Michael Xie, Shibani Santurkar, Surya Ganguli, Tatsunori Hashimoto, Thomas Icard, Tianyi Zhang, Vishrav Chaudhary, William Wang, Xuechen Li, Yifan Mai, Yuhui Zhang, Yuta Koreeda arXiv_AI arXiv_AI Pose Face Language_Model PDF
2022-11-16 Prompting PaLM for Translation: Assessing Strategies and Performance David Vilar, Markus Freitag, Colin Cherry, Jiaming Luo, Viresh Ratnakar, George Foster arXiv_CL arXiv_CL Few-Shot Language_Model PDF
2022-11-16 Galactica: A Large Language Model for Science Ross Taylor, Marcin Kardas, Guillem Cucurull, Thomas Scialom, Anthony Hartshorn, Elvis Saravia, Andrew Poulton, Viktor Kerkez, Robert Stojnic arXiv_CL arXiv_CL Knowledge Face GAN Language_Model QA PDF
2022-11-16 Technical Report on Neural Language Models and Few-Shot Learning for Systematic Requirements Processing in MDSE Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe, Danilo Trotta, Louis Wachtmeister arXiv_AI arXiv_AI Few-Shot Language_Model PDF
2022-11-16 Towards Computationally Verifiable Semantic Grounding for Language Models Chris Alberti, Kuzman Ganchev, Michael Collins, Sebastian Gehrmann, Ciprian Chelba arXiv_CL arXiv_CL Pose Relation Language_Model PDF
2022-11-16 TSMind: Alibaba and Soochow University's Submission to the WMT22 Translation Suggestion Task Xin Ge, Ke Wang, Jiayi Wang, Nini Xiao, Xiangyu Duan, Yu Zhao, Yuqi Zhang arXiv_CL arXiv_CL Pose Language_Model PDF
2022-11-16 Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Lidong Bing, Shafiq Joty, Luo Si arXiv_AI arXiv_AI Inference Language_Model PDF
2022-11-16 RetroMAE v2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models Shitao Xiao, Zheng Liu arXiv_CL arXiv_CL Transformer Embedding Pose Language_Model PDF
2022-11-16 Streaming Joint Speech Recognition and Disfluency Detection Hayato Futami, Emiru Tsunoo, Kentaro Shibata, Yosuke Kashiwagi, Takao Okuda, Siddhant Arora, Shinji Watanabe arXiv_SD arXiv_SD Transformer Recognition Bert Speech Pose Detection Speech_Recognition Inference Language_Model PDF
2022-11-16 Parameter-Efficient Tuning on Layer Normalization for Pre-trained Language Models Wang Qi, Yu-Ping Ruan, Yuan Zuo, Taihao Li arXiv_CL arXiv_CL Transformer Pose Language_Model PDF
2022-11-15 On the Compositional Generalization Gap of In-Context Learning Arian Hosseini, Ankit Vani, Dzmitry Bahdanau, Alessandro Sordoni, Aaron Courville arXiv_CL arXiv_CL Language_Model PDF
2022-11-15 Reasoning Circuits: Few-shot Multihop Question Generation with Structured Rationales Saurabh Kulshreshtha, Anna Rumshisky arXiv_CL arXiv_CL Pose Few-Shot Language_Model Prediction PDF
2022-11-15 ED-FAITH: Evaluating Dialogue Summarization on Faithfulness Sicong Huang, Asli Celikyilmaz, Haoran Li arXiv_CL arXiv_CL Zero-Shot Pose Summarization Language_Model PDF
2022-11-15 Navigating Connected Memories with a Task-oriented Dialog System Seungwhan Moon, Satwik Kottur, Alborz Geramifard, Babak Damavandi arXiv_CL arXiv_CL Pose Face Language_Model PDF
2022-11-15 Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models Silke Husse, Andreas Spitz arXiv_CL arXiv_CL Embedding Knowledge Review Pose Detection Language_Model PDF
2022-11-15 PromptCap: Prompt-Guided Task-Aware Image Captioning Yushi Hu, Hang Hua, Zhengyuan Yang, Weijia Shi, Noah A. Smith, Jiebo Luo arXiv_CV arXiv_CV Image_Caption Transformer Zero-Shot Pose Scene_Text VQA Caption Language_Model QA PDF
2022-11-15 Evaluating the Factual Consistency of Large Language Models Through Summarization Derek Tam, Anisha Mascarenhas, Shiyue Zhang, Sarah Kwan, Mohit Bansal, Colin Raffel arXiv_CL arXiv_CL Pose Summarization Language_Model PDF
2022-11-15 Large Language Models Struggle to Learn Long-Tail Knowledge Nikhil Kandpal, Haikang Deng, Adam Roberts, Eric Wallace, Colin Raffel arXiv_CL arXiv_CL Transformer Knowledge Relation Language_Model QA PDF
2022-11-15 Introducing Semantics into Speech Encoders Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin, Akshat Shrivastava, Shang-Wen Li, Liang-Hsuan Tseng, Alexei Baevski, Guan-Ting Lin, Hung-yi Lee, Yizhou Sun, Wei Wang arXiv_CL arXiv_CL Unsupervised Recognition Speech Self-Supervised Pose Classification Speech_Recognition Language_Model PDF
2022-11-15 Empowering Language Models with Knowledge Graph Reasoning for Question Answering Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun arXiv_CL arXiv_CL Transformer Enhancement Bert Knowledge Knowledge_Graph Pose Action Relation Language_Model PDF
2022-11-15 FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin arXiv_CL arXiv_CL Knowledge Knowledge_Graph Pose Action Language_Model Recommendation PDF
2022-11-15 QAmeleon: Multilingual QA with Only 5 Examples Priyanka Agrawal, Chris Alberti, Fantine Huot, Joshua Maynez, Ji Ma, Sebastian Ruder, Kuzman Ganchev, Dipanjan Das, Mirella Lapata arXiv_CL arXiv_CL Few-Shot Language_Model QA PDF
2022-11-15 RobBERT-2022: Updating a Dutch Language Model to Account for Evolving Language Use Pieter Delobelle, Thomas Winters, Bettina Berendt arXiv_CL arXiv_CL Transformer Bert GAN Language_Model PDF
2022-11-15 Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems Qian Li, Jianxin Li, Lihong Wang, Cheng Ji, Yiming Hei, Jiawei Sheng, Qingyun Sun, Shan Xue, Pengtao Xie arXiv_CL arXiv_CL Optimization Knowledge Speech Pose Action Detection Relation Language_Model PDF
2022-11-15 An Efficient Active Learning Pipeline for Legal Text Classification Sepideh Mamooler, Rémi Lebret, Stéphane Massonnet, Karl Aberer arXiv_CL arXiv_CL Transformer Embedding Text_Classification Knowledge Pose Action Classification Language_Model PDF
2022-11-15 GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective Linyi Yang, Shuibai Zhang, Libo Qin, Yafu Li, Yidong Wang, Hanmeng Liu, Jindong Wang, Xing Xie, Yue Zhang arXiv_CL arXiv_CL Transformer Pose Attention Language_Model PDF
2022-11-15 Persian Emotion Detection using ParsBERT and Imbalanced Data Handling Approaches Amirhossein Abaskohi, Nazanin Sabri, Behnam Bahrak arXiv_CL arXiv_CL Transformer Recognition Bert Speech Emotion Detection Language_Model PDF
2022-11-15 FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers Jinyu Chen, Wenchao Xu, Song Guo, Junxiao Wang, Jie Zhang, Haozhao Wang arXiv_CL arXiv_CL Transformer Transfer_Learning Few-Shot Attention CNN Language_Model PDF
2022-11-15 A Benchmark and Dataset for Post-OCR text correction in Sanskrit Ayush Maheshwari, Nikhil Singh, Amrith Krishna, Ganesh Ramakrishnan arXiv_CL arXiv_CL OCR Language_Model Prediction PDF
2022-11-15 Using Open-Ended Stressor Responses to Predict Depressive Symptoms across Demographics Carlos Aguirre, Mark Dredze, Philip Resnik arXiv_CL arXiv_CL Relation Language_Model PDF
2022-11-15 Teaching Algorithmic Reasoning via In-context Learning Hattie Zhou, Azade Nova, Hugo Larochelle, Aaron Courville, Behnam Neyshabur, Hanie Sedghi arXiv_AI arXiv_AI Action Quantitative Language_Model PDF
2022-11-15 A Benchmark for Structured Extractions from Complex Documents Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata arXiv_AI arXiv_AI Pose Action Few-Shot Attention Language_Model Matching PDF
2022-11-15 Relationship of the language distance to English ability of a country Cao Xinxin, Lei Xiaolan, Murtadha Ahmed arXiv_CL arXiv_CL Embedding Bert Pose Relation Language_Model Recommendation PDF
2022-11-15 Evaluating How Fine-tuning on Bimodal Data Effects Code Generation Gabriel Orlanski, Seonhye Yang, Michael Healy arXiv_CL arXiv_CL Language_Model PDF
2022-11-15 Prompting Language Models for Linguistic Structure Terra Blevins, Hila Gonen, Luke Zettlemoyer arXiv_CL arXiv_CL Recognition Knowledge Speech Face Few-Shot Language_Model Prediction PDF
2022-11-15 Adaptation Approaches for Nearest Neighbor Language Models Rishabh Bhardwaj, George Polovets, Monica Sunkara arXiv_CL arXiv_CL Zero-Shot Language_Model PDF
2022-11-14 Speaking Multiple Languages Affects the Moral Bias of Language Models Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindřich Libovický, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting arXiv_CL arXiv_CL Pose Language_Model PDF
2022-11-14 UGIF: UI Grounded Instruction Following Sagar Gubbi Venkatesh, Partha Talukdar, Srini Narayanan arXiv_CL arXiv_CL Pose Action Language_Model PDF
2022-11-14 Towards a Mathematics Formalisation Assistant using Large Language Models Ayush Agrawal, Siddhartha Gadgil, Navin Goyal, Ashvni Narayanan, Anand Tadipatri arXiv_AI arXiv_AI Quantitative Activity Language_Model PDF
2022-11-14 Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations Swarnadeep Saha, Peter Hase, Nazneen Rajani, Mohit Bansal arXiv_AI arXiv_AI Few-Shot Language_Model PDF
2022-11-14 Multi-VQG: Generating Engaging Questions for Multiple Images Min-Hsuan Yeh, Vicent Chen, Ting-Hao (Kenneth)Haung, Lun-Wei Ku arXiv_CV arXiv_CV Pose VQA Attention Language_Model QA PDF
2022-11-14 Language models are good pathologists: using attention-based sequence reduction and text-pretrained transformers for efficient WSI classification Juan I. Pisula, Katarzyna Bozek arXiv_CV arXiv_CV Transformer Self-Supervised Pose Classification Attention Language_Model PDF
2022-11-14 Does Debiasing Inevitably Degrade the Model Performance Yiran Liu, Xiao Liu, Haotian Chen, Yang Yu arXiv_CL arXiv_CL Pose Detection Attention Language_Model PDF
2022-11-14 Finding Skill Neurons in Pre-trained Transformer-based Language Models Xiaozhi Wang, Kaiyue Wen, Zhengyan Zhang, Lei Hou, Zhiyuan Liu, Juanzi Li arXiv_CL arXiv_CL Transformer Language_Model PDF
2022-11-14 Replacing Language Model for Style Transfer Pengyu Cheng, Ruineng Li arXiv_CL arXiv_CL Style_Transfer Language_Model PDF
2022-11-14 Zero-shot Image Captioning by Anchor-augmented Vision-Language Space Alignment Junyang Wang, Yi Zhang, Ming Yan, Ji Zhang, Jitao Sang arXiv_CV arXiv_CV Image_Caption Transformer Unsupervised Zero-Shot Image_Retrieval Pose Classification Relation Attention Caption Language_Model PDF
2022-11-14 Efficient Adversarial Training with Robust Early-Bird Tickets Zhiheng Xi1, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang arXiv_CL arXiv_CL Gradient_Descent Optimization Adversarial Pose Language_Model PDF
2022-11-14 Grafting Pre-trained Models for Multimodal Headline Generation Lingfeng Qiao, Chen Wu, Ye Liu, Haoyuan Peng, Di Yin, Bo Ren arXiv_AI arXiv_AI Pose Relation Language_Model PDF
2022-11-14 SPE: Symmetrical Prompt Enhancement for Fact Probing Yiyuan Li, Tong Che, Yezhen Wang, Zhengbao Jiang, Caiming Xiong, Snigdha Chaturvedi arXiv_AI arXiv_AI Enhancement Knowledge Pose Language_Model Prediction PDF
2022-11-14 Retrieval-Augmented Generative Question Answering for Event Argument Extraction Xinya Du, Heng Ji arXiv_CL arXiv_CL Pose Action Few-Shot Language_Model Prediction QA PDF
2022-11-14 ALBERT with Knowledge Graph Encoder Utilizing Semantic Similarity for Commonsense Question Answering Byeongmin Choi, YongHyun Lee, Yeunwoong Kyung, Eunchan Kim arXiv_AI arXiv_AI Transformer Bert Knowledge Knowledge_Graph Pose Action Relation Language_Model QA PDF
2022-11-13 Language Model Classifier Aligns Better with Physician Word Sensitivity than XGBoost on Readmission Prediction Grace Yang, Ming Cao, Lavender Y. Jiang, Xujin C. Liu, Alexander T.M. Cheung, Hannah Weiss, Davied Kurland, Kyunghyun Cho, Eric K. Oermann arXiv_CL arXiv_CL Embedding Classification Relation Language_Model Prediction PDF
2022-11-13 GreenPLM: Cross-lingual pre-trained language models conversion with no cost Qingcheng Zeng, Lucas Garay, Peilin Zhou, Dading Chong, Yining Hua, Jiageng Wu, Yikang Pan, Han Zhou, Jie Yang arXiv_CL arXiv_CL Pose Language_Model PDF
2022-11-13 TIER-A: Denoising Learning Framework for Information Extraction Yongkang Li, Ming Zhang arXiv_AI arXiv_AI Regularization Pose Action Deep_Learning Denoising Language_Model PDF
2022-11-13 Xu at SemEval-2022 Task 4: Pre-BERT Neural Network Methods vs Post-BERT RoBERTa Approach for Patronizing and Condescending Language Detection Jinghua Xu arXiv_CL arXiv_CL Bert Detection Language_Model PDF
2022-11-13 Conversational Pattern Mining using Motif Detection Nicolle Garber, Vukosi Marivate arXiv_CL arXiv_CL Unsupervised Knowledge Detection Language_Model PDF
2022-11-13 FPT: Improving Prompt Tuning Efficiency via Progressive Training Yufei Huang, Yujia Qin, Huadong Wang, Yichun Yin, Maosong Sun, Zhiyuan Liu, Qun Liu arXiv_AI arXiv_AI Pose Attention Language_Model PDF
2022-11-13 Textual Data Augmentation for Patient Outcomes Prediction Qiuhao Lu, Dejing Dou, Thien Huu Nguyen arXiv_AI arXiv_AI Pose Deep_Learning Language_Model Prediction PDF
2022-11-12 ConceptX: A Framework for Latent Concept Analysis Firoj Alam, Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Abdul Rafae Khan, Jia Xu arXiv_CL arXiv_CL Unsupervised Face Language_Model PDF
2022-11-12 Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria arXiv_CL arXiv_CL Pose Detection Sentiment Few-Shot Language_Model Prediction PDF
2022-11-11 DocuT5: Seq2seq SQL Generation with Table Documentation Elena Soare, Iain Mackie, Jeffrey Dalton arXiv_CL arXiv_CL Knowledge Pose Language_Model PDF
2022-11-11 How Much Hate with #china? A Preliminary Analysis on China-related Hateful Tweets Two Years After the Covid Pandemic Began Jinghua Xu, Zarah Weiss arXiv_CL arXiv_CL Speech Detection GAN Language_Model PDF
2022-11-11 A Survey of Knowledge-Enhanced Pre-trained Language Models Linmei Hu, Zeyi Liu, Ziwang Zhao, Lei Hou, Liqiang Nie, Juanzi Li arXiv_CL arXiv_CL Knowledge Review Knowledge_Graph Self-Supervised Survey Language_Model PDF
2022-11-11 Misinformation Detection using Persuasive Writing Strategies Joseph Romain, Huiyi Liu, Wei Peng, Jingbo Meng, Parisa Kordjamshidi arXiv_CL arXiv_CL Bert Text_Classification Classification Detection Language_Model Prediction PDF
2022-11-10 Steps towards prompt-based creation of virtual worlds Jasmine Roberts, Andrzej Banburski-Fahey, Jaron Lanier arXiv_AI arXiv_AI 3D Action Quantitative Language_Model PDF
2022-11-10 A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding Yifan Peng, Siddhant Arora, Yosuke Higuchi, Yushi Ueda, Sujay Kumar, Karthik Ganesan, Siddharth Dalmia, Xuankai Chang, Shinji Watanabe arXiv_CL arXiv_CL Transformer Recognition Speech Self-Supervised Sentiment Speech_Recognition Language_Model PDF
2022-11-10 Measuring Reliability of Large Language Models through Semantic Consistency Harsh Raj, Domenic Rosati, Subhabrata Majumdar arXiv_CL arXiv_CL Pose Text_Generation Language_Model QA PDF
2022-11-10 The CRINGE Loss: Learning what language not to model Leonard Adolphs, Tianyu Gao, Jing Xu, Kurt Shuster, Sainbayar Sukhbaatar, Jason Weston arXiv_CL arXiv_CL Pose Action Language_Model PDF
2022-11-10 Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control Xiang Fan, Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency arXiv_CL arXiv_CL Few-Shot Language_Model PDF
2022-11-10 BERT in Plutarch's Shadows Ivan P. Yamshchikov, Alexey Tikhonov, Yorgos Pantis, Charlotte Schubert, Jürgen Jost arXiv_CL arXiv_CL Bert Relation Language_Model PDF
2022-11-10 BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning Mohsen Fayyaz, Ehsan Aghazadeh, Ali Modarressi, Mohammad Taher Pilehvar, Yadollah Yaghoobzadeh, Samira Ebrahimi Kahou arXiv_CL arXiv_CL Bert Action Language_Model PDF
2022-11-10 Prompt Learning for Domain Adaptation in Task-Oriented Dialogue Makesh Narsimhan Sreedhar, Christopher Parisien arXiv_CL arXiv_CL Face Classification Few-Shot Language_Model PDF
2022-11-10 Impact of Adversarial Training on Robustness and Generalizability of Language Models Enes Altinisik, Hassan Sajjad, Husrev Taha Sencar, Safa Messaoud, Sanjay Chawla arXiv_AI arXiv_AI Transformer Embedding Bert Knowledge Adversarial Relation Language_Model PDF
2022-11-10 Syntax-Guided Domain Adaptation for Aspect-based Sentiment Analysis Anguo Dong, Cuiyun Gao, Yan Jia, Qing Liao, Xuan Wang, Lei Wang, Jing Xiao arXiv_AI arXiv_AI Bert Knowledge Review Pose Classification Sentiment Language_Model PDF
2022-11-10 Can Transformers Reason in Fragments of Natural Language? Viktor Schlegel, Kamen V. Pavlov, Ian Pratt-Hartmann arXiv_CL arXiv_CL Transformer Detection Inference Language_Model PDF
2022-11-10 ADEPT: A DEbiasing PrompT Framework Ke Yang, Charles Yu, Yi Fung, Manling Li, Heng Ji arXiv_CL arXiv_CL Embedding Knowledge Pose Relation Language_Model PDF
2022-11-10 EvEntS ReaLM: Event Reasoning of Entity States via Language Models Evangelia Spiliopoulou, Artidoro Pagnoni, Yonatan Bisk, Eduard Hovy arXiv_CL arXiv_CL Knowledge Pose Language_Model PDF
2022-11-10 MSDT: Masked Language Model Scoring Defense in Text Domain Jaechul Roh, Minhao Cheng, Yajun Fang arXiv_CL arXiv_CL Language_Model PDF
2022-11-10 Biomedical Multi-hop Question Answering Using Knowledge Graph Embeddings and Language Models Dattaraj J. Rao, Shraddha S. Mane, Mukta A. Paliwal arXiv_AI arXiv_AI Embedding Bert Knowledge Knowledge_Graph Face Relation Medical Language_Model QA PDF
2022-11-10 LERT: A Linguistically-motivated Pre-trained Language Model Yiming Cui, Wanxiang Che, Shijin Wang, Ting Liu arXiv_CL arXiv_CL Transformer Pose Face Language_Model PDF
2022-11-10 FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information Yijia Shao, Mengyu Zhou, Yifan Zhong, Tao Wu, Hongwei Han, Shi Han, Gideon Huang, Dongmei Zhang arXiv_CL arXiv_CL Knowledge Pose GAN Language_Model Recommendation PDF
2022-11-09 Collateral facilitation in humans and language models James A. Michaelov, Benjamin K. Bergen arXiv_CL arXiv_CL Transformer Bert Language_Model Prediction PDF
2022-11-09 Modeling Motivational Interviewing Strategies On An Online Peer-to-Peer Counseling Platform Raj Sanjay Shah, Faye Holt, Shirley Anugrah Hayati, Aastha Agarwal, Yi-Chia Wang, Robert E. Kraut, Diyi Yang arXiv_AI arXiv_AI Action Relation Language_Model PDF
2022-11-09 Large Language Models with Controllable Working Memory Daliang Li, Ankit Singh Rawat, Manzil Zaheer, Xin Wang, Michal Lukasik, Andreas Veit, Felix Yu, Sanjiv Kumar arXiv_CL arXiv_CL Knowledge Pose Language_Model Prediction PDF
2022-11-09 BLOOM: A 176B-Parameter Open-Access Multilingual Language Model Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick, Suzana Ilić, Daniel Hesslow, Roman Castagné, Alexandra Sasha Luccioni, François Yvon, Matthias Gallé, Jonathan Tow, Alexander M. Rush, Stella Biderman, Albert Webson, Pawan Sasanka Ammanamanchi, Thomas Wang, Benoît Sagot, Niklas Muennighoff, Albert Villanova del Moral, Olatunji Ruwase, Rachel Bawden, Stas Bekman, Angelina McMillan-Major, Iz Beltagy, Huu Nguyen, Lucile Saulnier, Samson Tan, Pedro Ortiz Suarez, Victor Sanh, Hugo Laurençon, Yacine Jernite, Julien Launay, Margaret Mitchell, Colin Raffel, Aaron Gokaslan, Adi Simhi, Aitor Soroa, Alham Fikri Aji, Amit Alfassy, Anna Rogers, Ariel Kreisberg Nitzav, Canwen Xu, Chenghao Mou, Chris Emezue, Christopher Klamm, Colin Leong, Daniel van Strien, David Ifeoluwa Adelani, et al. (342 additional authors not shown) arXiv_CL arXiv_CL Transformer OCR GAN Language_Model PDF
2022-11-09 Prompting Large Pre-trained Vision-Language Models For Compositional Concept Learning Guangyue Xu, Parisa Kordjamshidi, Joyce Chai arXiv_CV arXiv_CV Transformer Embedding Zero-Shot Pose Language_Model PDF
2022-11-09 What is Wrong with Language Models that Can Not Tell a Story? Ivan P. Yamshchikov, Alexey Tikhonov arXiv_CL arXiv_CL Language_Model PDF
2022-11-09 Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers Daphne Ippolito, Ann Yuan, Andy Coenen, Sehmon Burnam arXiv_CL arXiv_CL Language_Model PDF
2022-11-09 Understanding Cross-modal Interactions in V&L Models that Generate Scene Descriptions Michele Cafagna, Albert Gatt, Kees van Deemter arXiv_CL arXiv_CL Image_Caption Action Caption Language_Model PDF
2022-11-09 Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the MASK Token Baohao Liao, David Thulke, Sanjika Hewavitharana, Hermann Ney, Christof Monz arXiv_CL arXiv_CL Transformer Embedding Bert Language_Model PDF
2022-11-09 ERNIE-UniX2: A Unified Cross-lingual Cross-modal Framework for Understanding and Generation Bin Shan, Yaqian Han, Weichong Yin, Shuohuan Wang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang arXiv_CV arXiv_CV Transformer Pose Contrastive_Learning VQA Language_Model PDF
2022-11-09 Improving Noisy Student Training on Non-target Domain Data for Automatic Speech Recognition Yu Chen, Wen Ding, Junjie Lai arXiv_CL arXiv_CL Recognition Knowledge Speech Pose Speech_Recognition Language_Model PDF
2022-11-09 Adaptive Multi-Corpora Language Model Training for Speech Recognition Yingyi Ma, Zhe Liu, Xuedong Zhang arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Language_Model PDF
2022-11-09 FF2: A Feature Fusion Two-Stream Framework for Punctuation Restoration Yangjun Wu, Kebin Fang, Yao Zhao, Hao Zhang, Lifeng Shi, Mengqi Zhang arXiv_CL arXiv_CL Transformer Restoration Speech Pose Attention Language_Model PDF
2022-11-09 Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document Chen Lin, Ye Liu, Siyu An, Di Yin arXiv_CL arXiv_CL Embedding Unsupervised Salient Pose Action Summarization Language_Model PDF
2022-11-09 Zero-Label Prompt Selection Chonghua Liao, Yanan Zheng, Zhilin Yang arXiv_CL arXiv_CL Pose Few-Shot Language_Model PDF
2022-11-08 Active Example Selection for In-Context Learning Yiming Zhang, Shi Feng, Chenhao Tan arXiv_CL arXiv_CL Reinforcement_Learning Pose Language_Model PDF
2022-11-08 Word Order Matters when you Increase Masking Karim Lasri, Alessandro Lenci, Thierry Poibeau arXiv_CL arXiv_CL Transformer Relation Language_Model PDF
2022-11-08 SocioProbe: What, When, and Where Language Models Learn about Sociodemographics Anne Lauscher, Federico Bianchi, Samuel Bowman, Dirk Hovy arXiv_CL arXiv_CL Transformer Knowledge Language_Model PDF
2022-11-08 Self-conditioned Embedding Diffusion for Text Generation Robin Strudel, Corentin Tallec, Florent Altché, Yilun Du, Yaroslav Ganin, Arthur Mensch, Will Grathwohl, Nikolay Savinov, Sander Dieleman, Laurent Sifre, Rémi Leblond arXiv_CL arXiv_CL Embedding Pose Quantitative Text_Generation Inference Language_Model PDF
2022-11-08 Preserving Semantics in Textual Adversarial Attacks David Herel, Hugo Cisneros, Tomas Mikolov arXiv_CL arXiv_CL Embedding Unsupervised Recognition Adversarial Language_Model PDF
2022-11-08 Third-Party Aligner for Neural Word Alignments Jinpeng Zhang, Chuanqi Dong, Xiangyu Duan, Yuqi Zhang, Min Zhang arXiv_CL arXiv_CL Embedding Pose Language_Model PDF
2022-11-08 Active Learning with Tabular Language Models Martin Ringsquandl, Aneta Koleva arXiv_CL arXiv_CL Recognition Language_Model PDF
2022-11-08 Conciseness: An Overlooked Language Task Felix Stahlberg, Aashish Kumar, Chris Alberti, Shankar Kumar arXiv_CL arXiv_CL Transformer Zero-Shot Pose Summarization Language_Model PDF
2022-11-08 COPEN: Probing Conceptual Knowledge in Pre-trained Language Models Hao Peng, Xiaozhi Wang, Shengding Hu, Hailong Jin, Lei Hou, Juanzi Li, Zhiyuan Liu, Qun Liu arXiv_CL arXiv_CL Knowledge Relation GAN Language_Model PDF
2022-11-08 Unsupervised Domain Adaptation for Sparse Retrieval by Filling Vocabulary and Word Frequency Gaps Hiroki Iida, Naoaki Okazaki arXiv_CL arXiv_CL Unsupervised Sparse Pose Language_Model Matching PDF
2022-11-08 Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic Soumajyoti Sarkar, Kaixiang Lin, Sailik Sengupta, Leonard Lausen, Sheng Zha, Saab Mansour arXiv_CL arXiv_CL Transformer Bert Classification Deep_Learning Attention Language_Model PDF
2022-11-08 Tell Your Story: Task-Oriented Dialogs for Interactive Content Creation Satwik Kottur, Seungwhan Moon, Aram H. Markosyan, Hardik Shah, Babak Damavandi, Alborz Geramifard arXiv_CL arXiv_CL Knowledge Pose Language_Model PDF
2022-11-07 AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment Analysis Sabyasachi Kamila, Walid Magdy, Sourav Dutta, MingXue Wang arXiv_CL arXiv_CL Unsupervised Weakly_Supervised Review Pose Sentiment Language_Model PDF
2022-11-07 Multi-Head Adapter Routing for Data-Efficient Fine-Tuning Lucas Caccia, Edoardo Ponti, Lucas Liu, Matheus Pereira, Nicolas Le Roux, Alessandro Sordoni arXiv_AI arXiv_AI Pose Few-Shot Language_Model PDF
2022-11-07 Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach Jiayao Zhang, Hongming Zhang, Zhun Deng, Dan Roth arXiv_CL arXiv_CL Review Relation Language_Model PDF
2022-11-07 Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables Erxin Yu, Lan Du, Yuan Jin, Zhepei Wei, Yi Chang arXiv_AI arXiv_AI Transformer Quantization Represenation_Learning Attention Language_Model Prediction PDF
2022-11-07 How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers Michael Hassid, Hao Peng, Daniel Rotem, Jungo Kasai, Ivan Montero, Noah A. Smith, Roy Schwartz arXiv_CL arXiv_CL Transformer Attention GAN Language_Model PDF
2022-11-07 Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC Ze Chen, Kangxu Wang, Zijian Cai, Jiewen Zheng, Jiarong He, Max Gao, Jason Zhang arXiv_CL arXiv_CL Adversarial Language_Model Prediction PDF
2022-11-07 Probing neural language models for understanding of words of estimative probability Damien Sileo, Marie-Francine Moens arXiv_AI arXiv_AI Survey Language_Model PDF
2022-11-07 Complex Reading Comprehension Through Question Decomposition Xiao-Yu Guo, Yuan-Fang Li, Gholamreza Haffari arXiv_CL arXiv_CL Pose Language_Model PDF
2022-11-07 Prompter: Utilizing Large Language Model Prompting for a Data Efficient Embodied Instruction Following Yuki Inoue, Hiroki Ohashi arXiv_CV arXiv_CV Pose Language_Model PDF
2022-11-07 AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages Bonaventure F. P. Dossou, Atnafu Lambebo Tonja, Oreen Yousuf, Salomey Osei, Abigail Oppong, Iyanuoluwa Shode, Oluwabusayo Olufunke Awoyomi, Chris Chinenye Emezue arXiv_AI arXiv_AI Transformer Bert Text_Classification Optimization Classification Sentiment Language_Model PDF
2022-11-06 On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey Xu Guo, Han Yu arXiv_CL arXiv_CL Optimization Pose Survey Language_Model PDF
2022-11-06 Noisy Channel for Automatic Text Simplification Oscar M Cumbicus-Pineda, Iker Gutiérrez-Fandiño, Itziar Gonzalez-Dios, Aitor Soroa arXiv_CL arXiv_CL Language_Model PDF
2022-11-06 I Hear Your True Colors: Image Guided Audio Generation Roy Sheffer, Yossi Adi arXiv_SD arXiv_SD Transformer Embedding Pose Language_Model PDF
2022-11-06 Suffix Retrieval-Augmented Language Modeling Zecheng Wang, Yik-Cheung Tam arXiv_CL arXiv_CL Embedding Bert Pose Language_Model PDF
2022-11-06 Knowledge is Power: Understanding Causality Makes Legal judgment Prediction Models More Generalizable and Robust Haotian Chen, Lingwei Zhang, Fanchao Chen, Yang Yu arXiv_AI arXiv_AI Knowledge Pose Action Relation Language_Model Prediction PDF
2022-11-06 Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning Yu Meng, Martin Michalski, Jiaxin Huang, Yu Zhang, Tarek Abdelzaher, Jiawei Han arXiv_CL arXiv_CL Regularization Classification Few-Shot Language_Model PDF
2022-11-06 Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates Dongfang Li, Baotian Hu, Qingcai Chen arXiv_CL arXiv_CL Pose Language_Model PDF
2022-11-06 Prompt-based Text Entailment for Low-Resource Named Entity Recognition Dongfang Li, Baotian Hu, Qingcai Chen arXiv_CL arXiv_CL Recognition Knowledge Pose Language_Model PDF
2022-11-06 Robust Lottery Tickets for Pre-trained Language Models Rui Zheng, Rong Bao, Yuhao Zhou, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang, Xuanjing Huang arXiv_CL arXiv_CL Regularization Adversarial Pose Language_Model Matching PDF
2022-11-05 Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference Mobashir Sadat, Cornelia Caragea arXiv_CL arXiv_CL Pose Classification Deep_Learning Relation Inference Language_Model PDF
2022-11-05 Privacy-Preserving Models for Legal Natural Language Processing Ying Yin, Ivan Habernal arXiv_CL arXiv_CL Transformer Knowledge Adversarial Self-Supervised Language_Model PDF
2022-11-05 The Legal Argument Reasoning Task in Civil Procedure Leonard Bongard, Lena Held, Ivan Habernal arXiv_CL arXiv_CL Transformer Language_Model PDF
2022-11-05 Tri-Attention: Explicit Context-Aware Attention Mechanism for Natural Language Processing Rui Yu, Yifeng Li, Wenpeng Lu, Longbing Cao arXiv_AI arXiv_AI Action Attention Language_Model PDF
2022-11-05 HERB: Measuring Hierarchical Regional Bias in Pre-trained Language Models Yizhi Li, Ge Zhang, Bohao Yang, Chenghua Lin, Shi Wang, Anton Ragni, Jie Fu arXiv_CL arXiv_CL Pose Language_Model PDF
2022-11-05 Textual Manifold-based Defense Against Natural Language Adversarial Examples Dang Minh Nguyen, Luu Anh Tuan arXiv_CL arXiv_CL Embedding Knowledge Adversarial Pose Classification Language_Model Prediction PDF
2022-11-05 PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du arXiv_AI arXiv_AI Transformer Bert Action Attention Language_Model PDF
2022-11-04 KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction Jason Youn, Ilias Tagkopoulos arXiv_CL arXiv_CL Transformer Embedding Knowledge Knowledge_Graph Pose Detection Relation Language_Model Prediction Recommendation PDF
2022-11-04 Intriguing Properties of Compression on Multilingual Models Kelechi Ogueji, Orevaoghene Ahia, Gbemileke Onilude, Sebastian Gehrmann, Sara Hooker, Julia Kreutzer arXiv_CL arXiv_CL Recognition Bert Pose Language_Model PDF
2022-11-04 Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions Gaurav Verma, Vishwa Vinay, Ryan A. Rossi, Srijan Kumar arXiv_AI arXiv_AI Classification Detection Sentiment Language_Model PDF
2022-11-04 Measuring Progress on Scalable Oversight for Large Language Models Samuel R. Bowman, Jeeyoon Hyun, Ethan Perez, Edwin Chen, Craig Pettit, Scott Heiner, Kamile Lukosuite, Amanda Askell, Andy Jones, Anna Chen, Anna Goldie, Azalia Mirhoseini, Cameron McKinnon, Christopher Olah, Daniela Amodei, Dario Amodei, Dawn Drain, Dustin Li, Eli Tran-Johnson, Jackson Kernion, Jamie Kerr, Jared Mueller, Jeffrey Ladish, Joshua Landau, Kamal Ndousse, Liane Lovitt, Nelson Elhage, Nicholas Schiefer, Nicholas Joseph, Noemí Mercado, Nova DasSarma, Robin Larson, Sam McCandlish, Sandipan Kundu, Scott Johnston, Shauna Kravec, Sheer El Showk, Stanislav Fort, Timothy Telleen-Lawton, Tom Brown, Tom Henighan, Tristan Hume, Yuntao Bai, Zac Hatfield-Dodds, Ben Mann, Jared Kaplan arXiv_AI arXiv_AI Pose Language_Model PDF
2022-11-04 A Comparison of SVM against Pre-trained Language Models for Text Classification Tasks Yasmen Wahba, Nazim Madhavji, John Steinbacher arXiv_CL arXiv_CL Text_Classification Classification Language_Model PDF
2022-11-04 OSIC: A New One-Stage Image Captioner Coined Bo Wang, Zhao Zhang, Mingbo Zhao, Xiaojie Jin, Mingliang Xu, Meng Wang arXiv_CV arXiv_CV Image_Caption Transformer Embedding Pose Action Detection Object_Detection Text_Generation Caption Language_Model PDF
2022-11-04 Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models Chengcheng Ma, Yang Liu, Jiankang Deng, LingXi Xie, Weiming Dong, Changsheng Xu arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Zero-Shot Optimization Pose Classification Detection Object_Detection Language_Model PDF
2022-11-03 Logographic Information Aids Learning Better Representations for Natural Language Inference Zijian Jin, Duygu Ataman arXiv_CL arXiv_CL Embedding Represenation_Learning Face GAN Inference Language_Model PDF
2022-11-03 Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic Mandar Sharma, Nikhil Muralidhar, Naren Ramakrishnan arXiv_CL arXiv_CL Transfer_Learning Pose Language_Model PDF
2022-11-03 LMentry: A Language Model Benchmark of Elementary Language Tasks Avia Efrat, Or Honovich, Omer Levy arXiv_CL arXiv_CL Pose Language_Model PDF
2022-11-03 Inverse scaling can become U-shaped Jason Wei, Yi Tay, Quoc V. Le arXiv_CL arXiv_CL Language_Model PDF
2022-11-03 Probing Statistical Representations For End-To-End ASR Anna Ollerenshaw, Md Asif Jalal, Thomas Hain arXiv_CL arXiv_CL Transformer Recognition Speech Relation Speech_Recognition Language_Model PDF
2022-11-03 Large Language Models Are Human-Level Prompt Engineers Yongchao Zhou, Andrei Ioan Muresanu, Ziwen Han, Keiran Paster, Silviu Pitis, Harris Chan, Jimmy Ba arXiv_CL arXiv_CL Zero-Shot Pose Quantitative Few-Shot Language_Model PDF
2022-11-03 Contextual information integration for stance detection via cross-attention Tilman Beck, Andreas Waldis, Iryna Gurevych arXiv_CL arXiv_CL Transformer Knowledge Detection Relation Attention Language_Model PDF
2022-11-03 Circling Back to Recurrent Models of Language Gábor Melis arXiv_CL arXiv_CL Optimization Language_Model PDF
2022-11-03 Crosslingual Generalization through Multitask Finetuning Niklas Muennighoff, Thomas Wang, Lintang Sutawika, Adam Roberts, Stella Biderman, Teven Le Scao, M Saiful Bari, Sheng Shen, Zheng-Xin Yong, Hailey Schoelkopf, Xiangru Tang, Dragomir Radev, Alham Fikri Aji, Khalid Almubarak, Samuel Albanie, Zaid Alyafeai, Albert Webson, Edward Raff, Colin Raffel arXiv_CL arXiv_CL Zero-Shot Language_Model PDF
2022-11-03 Exploring the State-of-the-Art Language Modeling Methods and Data Augmentation Techniques for Multilingual Clause-Level Morphology Emre Can Acikgoz, Tilek Chubakov, Müge Kural, Gözde Gül Şahin, Deniz Yuret arXiv_CL arXiv_CL Transformer Bert Language_Model PDF
2022-11-03 Fine-Tuning Pre-Trained Language Models Effectively by Optimizing Subnetworks Adaptively Haojie Zhang, Ge Li, Jia Li, Zhongjin Zhang, Yuqi Zhu, Zhi Jin arXiv_CL arXiv_CL Pose Language_Model PDF
2022-11-03 Using Large Pre-Trained Language Model to Assist FDA in Premarket Medical Device Zongzhe Xu arXiv_AI arXiv_AI Transformer Embedding Pose Classification Medical Language_Model PDF
2022-11-03 Open-Vocabulary Argument Role Prediction for Event Extraction Yizhu Jiao, Sha Li, Yiqing Xie, Ming Zhong, Heng Ji, Jiawei Han arXiv_CL arXiv_CL Unsupervised Pose Action Relation Attention Language_Model Prediction PDF
2022-11-03 Fine-Tuning Language Models via Epistemic Neural Networks Ian Osband, Seyed Mohammad Asghari, Benjamin Van Roy, Nat McAleese, John Aslanides, Geoffrey Irving arXiv_CL arXiv_CL Unsupervised Bert Language_Model PDF
2022-11-03 PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales Peifeng Wang, Aaron Chan, Filip Ilievski, Muhao Chen, Xiang Ren arXiv_CL arXiv_CL Regularization Knowledge Pose Language_Model Prediction PDF
2022-11-02 Assessing Resource-Performance Trade-off of Natural Language Models using Data Envelopment Analysis Zachary Zhou, Alisha Zachariah, Devin Conathan, Jeffery Kline arXiv_CL arXiv_CL Inference Language_Model PDF
2022-11-02 Towards Zero-Shot Code-Switched Speech Recognition Brian Yan, Matthew Wiesner, Ondrej Klejch, Preethi Jyothi, Shinji Watanabe arXiv_CL arXiv_CL Segmentation Recognition Zero-Shot Speech Pose Detection Speech_Recognition Language_Model PDF
2022-11-02 Generative Adversarial Training Can Improve Neural Language Models Sajad Movahedi, Azadeh Shakery arXiv_CL arXiv_CL RNN Regularization Adversarial Pose Deep_Learning GAN Language_Model PDF
2022-11-02 Multi-Vector Retrieval as Sparse Alignment Yujie Qian, Jinhyuk Lee, Sai Meher Karthik Duddu, Zhuyun Dai, Siddhartha Brahma, Iftekhar Naim, Tao Lei, Vincent Y. Zhao arXiv_CL arXiv_CL Zero-Shot Sparse Pose Language_Model PDF
2022-11-02 data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setup Vasista Sai Lodagala, Sreyan Ghosh, S. Umesh arXiv_AI arXiv_AI Represenation_Learning Speech Self-Supervised Pose Action Language_Model PDF
2022-11-02 Audio Language Modeling using Perceptually-Guided Discrete Representations Felix Kreuk, Yaniv Taigman, Adam Polyak, Jade Copet, Gabriel Synnaeve, Alexandre Défossez, Yossi Adi arXiv_SD arXiv_SD Transformer Inference Language_Model PDF
2022-11-02 Multi-level Distillation of Semantic Knowledge for Pre-training Multilingual Language Model Mingqi Li, Fei Ding, Dan Zhang, Long Cheng, Hongxin Hu, Feng Luo arXiv_CL arXiv_CL Transformer Bert Knowledge Pose Relation Language_Model PDF
2022-11-02 Gradient Knowledge Distillation for Pre-trained Language Models Lean Wang, Lei Li, Xu Sun arXiv_CL arXiv_CL Knowledge Pose Language_Model PDF
2022-11-02 Internal Language Model Estimation based Adaptive Language Model Fusion for Domain Adaptation Rao Ma, Xiaobo Wu, Jin Qiu, Yanan Qin, Haihua Xu, Peihao Wu, Zejun Ma arXiv_CL arXiv_CL RNN Speech Pose Language_Model PDF
2022-11-02 Numerical Optimizations for Weighted Low-rank Estimation on Language Model Ting Hua, Yen-Chang Hsu, Felicity Wang, Qian Lou, Yilin Shen, Hongxia Jin arXiv_CL arXiv_CL Transformer Optimization Language_Model PDF
2022-11-02 BECTRA: Transducer-based End-to-End ASR with BERT-Enhanced Encoder Yosuke Higuchi, Tetsuji Ogawa, Tetsunori Kobayashi, Shinji Watanabe arXiv_CL arXiv_CL Recognition Bert Knowledge Speech Pose Speech_Recognition Inference Language_Model PDF
2022-11-01 Learning to Solve Voxel Building Embodied Tasks from Pixels and Natural Language Instructions Alexey Skrynnik, Zoya Volovikova, Marc-Alexandre Côté, Anton Voronov, Artem Zholus, Negar Arabzadeh, Shrestha Mohanty, Milagro Teruel, Ahmed Awadallah, Aleksandr Panov, Mikhail Burtsev, Julia Kiseleva arXiv_AI arXiv_AI Reinforcement_Learning Pose Action Language_Model PDF
2022-11-01 Reduce, Reuse, Recycle: Improving Training Efficiency with Distillation Cody Blakeney, Jessica Zosa Forde, Jonathan Frankle, Ziliang Zong, Matthew L. Leavitt arXiv_AI arXiv_AI Bert Optimization Classification Deep_Learning Image_Classification Language_Model PDF
2022-11-01 Preserving In-Context Learning ability in Large Language Model Fine-tuning Yihan Wang, Si Si, Daliang Li, Michal Lukasik, Felix Yu, Cho-Jui Hsieh, Inderjit S Dhillon, Sanjiv Kumar arXiv_CL arXiv_CL Pose Classification Few-Shot Summarization Inference Language_Model PDF
2022-11-01 Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small Kevin Wang, Alexandre Variengien, Arthur Conmy, Buck Shlegeris, Jacob Steinhardt arXiv_AI arXiv_AI Knowledge Quantitative Attention Language_Model PDF
2022-11-01 T5lephone: Bridging Speech and Text Self-supervised Models for Spoken Language Understanding via Phoneme level T5 Chan-Jan Hsu, Ho-Lam Chung, Hung-yi Lee, Yu Tsao arXiv_CL arXiv_CL Bert Speech Self-Supervised Language_Model QA PDF
2022-11-01 User-Entity Differential Privacy in Learning Natural Language Models Phung Lai, NhatHai Phan, Tong Sun, Rajiv Jain, Franck Dernoncourt, Jiuxiang Gu, Nikolaos Barmpalios arXiv_CL arXiv_CL Language_Model PDF
2022-11-01 VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding Dou Hu, Xiaolong Hou, Xiyang Du, Mengyuan Zhou, Lianxin Jiang, Yang Mo, Xiaofeng Shi arXiv_AI arXiv_AI Transformer Pose Language_Model PDF
2022-11-01 The future is different: Large pre-trained language models fail in prediction tasks Kostadin Cvejoski, Ramsés J. Sánchez, César Ojeda arXiv_AI arXiv_AI Attention Inference Language_Model Prediction PDF
2022-11-01 Improving Variational Autoencoders with Density Gap-based Regularization Jianfei Zhang, Jun Bai, Chenghua Lin, Yanmeng Wang, Wenge Rong arXiv_AI arXiv_AI Unsupervised Optimization Represenation_Learning Regularization Knowledge Pose Language_Model PDF
2022-11-01 Training Vision-Language Models with Less Bimodal Supervision Elad Segal, Ben Bogin, Jonathan Berant arXiv_CV arXiv_CV Transformer VQA Caption Language_Model QA PDF
2022-11-01 CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies Irfan Al-Hussaini, Davi Nakajima An, Albert J. Lee, Sarah Bi, Cassie S. Mitchell arXiv_AI arXiv_AI Transformer Recognition Bert Pose Face Detection Summarization Language_Model Prediction PDF
2022-10-31 Do LSTMs See Gender? Probing the Ability of LSTMs to Learn Abstract Syntactic Rules Priyanka Sukumaran, Conor Houghton, Nina Kazanina arXiv_AI arXiv_AI Tracking RNN Pose Language_Model Prediction PDF
2022-10-31 A Close Look into the Calibration of Pre-trained Language Models Yangyi Chen, Lifan Yuan, Ganqu Cui, Zhiyuan Liu, Heng Ji arXiv_CL arXiv_CL Pose Language_Model Prediction PDF
2022-10-31 Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks Rochelle Choenni, Dan Garrette, Ekaterina Shutova arXiv_CL arXiv_CL Pose Language_Model PDF
2022-10-31 WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang arXiv_AI arXiv_AI Pose Face Language_Model PDF
2022-10-31 Generating Sequences by Learning to Self-Correct Sean Welleck, Ximing Lu, Peter West, Faeze Brahman, Tianxiao Shen, Daniel Khashabi, Yejin Choi arXiv_CL arXiv_CL Pose Few-Shot Language_Model PDF
2022-10-31 Preventing Verbatim Memorization in Language Models Gives a False Sense of Privacy Daphne Ippolito, Florian Tramèr, Milad Nasr, Chiyuan Zhang, Matthew Jagielski, Katherine Lee, Christopher A. Choquette-Choo, Nicholas Carlini arXiv_CL arXiv_CL Language_Model Matching PDF
2022-10-31 Zero-Shot Text Classification with Self-Training Ariel Gera, Alon Halfon, Eyal Shnarch, Yotam Perlitz, Liat Ein-Dor, Noam Slonim arXiv_CL arXiv_CL Zero-Shot Text_Classification Pose Classification Attention Inference Language_Model Prediction PDF
2022-10-31 Query Refinement Prompts for Closed-Book Long-Form Question Answering Reinald Kim Amplayo, Kellie Webster, Michael Collins, Dipanjan Das, Shashi Narayan arXiv_CL arXiv_CL Face Few-Shot Language_Model QA PDF
2022-10-31 Leveraging Pre-trained Models for Failure Analysis Triplets Generation Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher, Pascal Gounet, Jerome Adrian arXiv_CL arXiv_CL Transformer Bert RNN Action Attention Summarization Language_Model PDF
2022-10-31 AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning Yaqing Wang, Sahaj Agarwal, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao arXiv_CL arXiv_CL Transformer Pose Few-Shot Language_Model PDF
2022-10-31 SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Xiaochuang Han, Sachin Kumar, Yulia Tsvetkov arXiv_CL arXiv_CL Text_Generation Language_Model PDF
2022-10-31 Emergent Linguistic Structures in Neural Networks are Fragile Emanuele La Malfa, Matthew Wicker, Marta Kiatkowska arXiv_CL arXiv_CL Bert Pose Attention Language_Model PDF
2022-10-31 A Simple, Yet Effective Approach to Finding Biases in Code Generation Spyridon Mouselinos, Mateusz Malinowski, Henryk Michalewski arXiv_AI arXiv_AI Pose Face Language_Model PDF
2022-10-31 Tables to LaTeX: structure and content extraction from scientific tables Pratik Kayal, Mrinal Anand, Harsh Desai, Mayank Singh arXiv_AI arXiv_AI Transformer Pose Action Language_Model PDF
2022-10-31 Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task Nyoungwoo Lee, ChaeHun Park, Ho-Jin Choi, Jaegul Choo arXiv_CL arXiv_CL Adversarial Pose Language_Model PDF
2022-10-31 When Language Model Meets Private Library Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou arXiv_CL arXiv_CL Transformer Pose Action Language_Model PDF
2022-10-31 Improving Cause-of-Death Classification from Verbal Autopsy Reports Thokozile Manaka, Terence van Zyl, Deepak Kar arXiv_CL arXiv_CL Transformer Embedding Transfer_Learning Bert Classification Language_Model PDF
2022-10-31 1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector Xingran Chen, Ge Zhang, Adam Nik, Mingyu Li, Jie Fu arXiv_CL arXiv_CL Pose Detection Language_Model Prediction PDF
2022-10-31 Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change Zhaochen Su, Zecheng Tang, Xinyan Guan, Juntao Li, Lijun Wu, Min Zhang arXiv_CL arXiv_CL Pose Classification Language_Model PDF
2022-10-31 Modular Hybrid Autoregressive Transducer Zhong Meng, Tongzhou Chen, Rohit Prabhavalkar, Yu Zhang, Gary Wang, Kartik Audhkhasi, Jesse Emond, Trevor Strohman, Bhuvana Ramabhadran, W. Ronny Huang, Ehsan Variani, Yinghui Huang, Pedro J. Moreno arXiv_CL arXiv_CL Recognition Speech Pose Action Speech_Recognition Language_Model PDF
2022-10-31 GPS: Genetic Prompt Search for Efficient Few-shot Learning Hanwei Xu, Yujun Chen, Yulun Du, Nan Shao, Yanggang Wang, Haiyu Li, Zhilin Yang arXiv_CL arXiv_CL Few-Shot Language_Model PDF
2022-10-31 CodeEditor: Learning to Edit Source Code with Pre-trained Models Jia Li, Ge Li, Zhuo Li, Zhi Jin, Xing Hu, Kechi Zhang, Zhiyi Fu arXiv_AI arXiv_AI Transformer Zero-Shot Pose Deep_Learning Few-Shot Language_Model PDF
2022-10-31 Blank Collapse: Compressing CTC emission for the faster decoding Minkyu Jung, Ohhyeok Kwon, Seunghyun Seo, Soonshin Seo arXiv_CL arXiv_CL Recognition Speech Pose Classification Speech_Recognition Language_Model PDF
2022-10-30 Improving Bilingual Lexicon Induction with Cross-Encoder Reranking Yaoyiran Li, Fangyu Liu, Ivan Vulić, Anna Korhonen arXiv_CL arXiv_CL Embedding Bert Knowledge Pose Inference Language_Model PDF
2022-10-30 Transfer Learning with Synthetic Corpora for Spatial Role Labeling and Reasoning Roshanak Mirzaee, Parisa Kordjamshidi arXiv_CL arXiv_CL Transfer_Learning Relation Language_Model QA PDF
2022-10-30 Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts Ben Zhou, Kyle Richardson, Xiaodong Yu, Dan Roth arXiv_CL arXiv_CL Transformer Pose Language_Model QA PDF
2022-10-30 Using Context-to-Vector with Graph Retrofitting to Improve Word Embeddings Jiangbin Zheng, Yile Wang, Ge Wang, Jun Xia, Yufei Huang, Guojiang Zhao, Yue Zhang, Stan Z. Li arXiv_CL arXiv_CL Embedding Knowledge Language_Model PDF
2022-10-30 token2vec: A Joint Self-Supervised Pre-training Framework Using Unpaired Speech and Text Xianghu Yue, Junyi Ao, Xiaoxue Gao, Haizhou Li arXiv_CL arXiv_CL Transformer Speech Self-Supervised Pose Classification Language_Model PDF
2022-10-29 BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model Yosuke Higuchi, Brian Yan, Siddhant Arora, Tetsuji Ogawa, Tetsunori Kobayashi, Shinji Watanabe arXiv_CL arXiv_CL Embedding Recognition Bert Knowledge Speech Classification Attention Speech_Recognition Inference Language_Model PDF
2022-10-29 Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations Yu Fei, Ping Nie, Zhao Meng, Roger Wattenhofer, Mrinmaya Sachan arXiv_CL arXiv_CL Embedding Sentiment_Classification Zero-Shot Text_Classification Knowledge Classification Sentiment Language_Model PDF
2022-10-29 NTULM: Enriching Social Media Text Representations with Non-Textual Units Jinning Li, Shubhanshu Mishra, Ahmed El-Kishky, Sneha Mehta, Vivek Kulkarni arXiv_CL arXiv_CL Embedding Pose Language_Model PDF
2022-10-29 Exploiting prompt learning with pre-trained language models for Alzheimer's Disease detection Yi Wang, Jiajun Deng, Tianzi Wang, Bo Zheng, Shoukang Hu, Xunying Liu, Helen Meng arXiv_CL arXiv_CL Embedding Bert Speech Classification Detection Language_Model Prediction PDF
2022-10-29 Differentiable Data Augmentation for Contrastive Sentence Representation Learning Tianduo Wang, Wei Lu arXiv_CL arXiv_CL Represenation_Learning Pose Contrastive_Learning Language_Model PDF
2022-10-29 Aligning Offline Metrics and Human Judgments of Value of AI-Pair Programmers Victor Dibia, Adam Fourney, Gagan Bansal, Forough Poursabzi-Sangdeh, Han Liu, Saleema Amershi arXiv_AI arXiv_AI Pose Language_Model PDF
2022-10-29 STPrompt: Semantic-guided and Task-driven prompts for Effective Few-shot Classification Jinta Weng, Yue Hu, Jing Qiu, Heyan Huan arXiv_CL arXiv_CL Text_Classification Knowledge Pose Classification Few-Shot Language_Model PDF
2022-10-28 Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen arXiv_CL arXiv_CL Zero-Shot Knowledge Few-Shot Language_Model PDF
2022-10-28 DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention Fenglin Liu, Xian Wu, Shen Ge, Xuancheng Ren, Wei Fan, Xu Sun, Yuexian Zou arXiv_CL arXiv_CL Image_Caption Transformer Bert Pose Classification Relation Attention Caption Language_Model PDF
2022-10-28 Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE Yuling Gu, Yao Fu, Valentina Pyatkin, Ian Magnusson, Bhavana Dalvi Mishra, Peter Clark arXiv_CL arXiv_CL Face Language_Model PDF
2022-10-28 Investigating Ensemble Methods for Model Robustness Improvement of Text Classifiers Jieyu Zhao, Xuezhi Wang, Yao Qin, Jilin Chen, Kai-Wei Chang arXiv_AI arXiv_AI Pose Language_Model PDF
2022-10-28 Solving Math Word Problem via Cooperative Reasoning induced Language Models Xinyu Zhu, Junjie Wang, Lin Zhang, Yuxiang Zhang, Ruyi Gan, Jiaxing Zhang, Yujiu Yang arXiv_CL arXiv_CL Action Language_Model PDF
2022-10-28 Probing for targeted syntactic knowledge through grammatical error detection Christopher Davis, Christopher Bryant, Andrew Caines, Marek Rei, Paula Buttery arXiv_CL arXiv_CL Bert Knowledge Pose Detection Language_Model PDF
2022-10-28 Feature Engineering vs BERT on Twitter Data Ryiaadh Gani, Lisa Chalaguine arXiv_CL arXiv_CL Embedding Bert Language_Model PDF
2022-10-28 Modeling structure-building in the brain with CCG parsing and large language models Miloš Stanojević, Jonathan R. Brennan, Donald Dunagan, Mark Steedman, John T. Hale arXiv_CL arXiv_CL Transformer Language_Model PDF
2022-10-28 Debiasing Masks: A New Framework for Shortcut Mitigation in NLU Johannes Mario Meissner, Saku Sugawara, Akiko Aizawa arXiv_CL arXiv_CL Pose Relation Attention Inference Language_Model PDF
2022-10-28 DORE: Document Ordered Relation Extraction based on Generative Framework Qipeng Guo, Yuqing Yang, Hang Yan, Xipeng Qiu, Zheng Zhang arXiv_CL arXiv_CL OCR Pose Action Relation Relation_Extraction Language_Model PDF
2022-10-28 UPainting: Unified Text-to-Image Diffusion Generation with Cross-modal Guidance Wei Li, Xue Xu, Xinyan Xiao, Jiachen Liu, Hu Yang, Guohao Li, Zhanpeng Wang, Zhifan Feng, Qiaoqiao She, Yajuan Lyu, Hua Wu arXiv_CV arXiv_CV Transformer Pose Caption Language_Model Matching PDF
2022-10-28 Assessing Phrase Break of ESL speech with Pre-trained Language Models Zhiyi Wang, Shaoguang Mao, Wenshan Wu, Yan Xia arXiv_CL arXiv_CL Transformer Text_Classification Speech Classification Detection Language_Model PDF
2022-10-28 RoChBert: Towards Robust BERT Fine-tuning for Chinese Zihan Zhang, Jinfeng Li, Ning Shi, Bo Yuan, Xiangyu Liu, Rong Zhang, Hui Xue, Donghong Sun, Chao Zhang arXiv_CL arXiv_CL Transformer Bert Adversarial Pose Language_Model PDF
2022-10-28 OhMG: Zero-shot Open-vocabulary Human Motion Generation Junfan Lin, Jianlong Chang, Lingbo Liu, Guanbin Li, Liang Lin, Qi Tian, Chang-wen Chen arXiv_AI arXiv_AI Transformer 3D Zero-Shot Optimization Knowledge Pose Attention Language_Model PDF
2022-10-28 You can't pick your neighbors, or can you? When and how to rely on retrieval in the $k$NN-LM Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer arXiv_CL arXiv_CL Language_Model Prediction Matching PDF
2022-10-28 Bi-Directional Iterative Prompt-Tuning for Event Argument Extraction Lu Dai, Bang Wang, Wei Xiang, Yijun Mo arXiv_CL arXiv_CL Knowledge Pose Action Language_Model PDF
2022-10-28 Leveraging Label Correlations in a Multi-label Setting: A Case Study in Emotion Georgios Chochlakis (1 and 2), Gireesh Mahajan (3), Sabyasachee Baruah (1 and 2), Keith Burghardt (2), Kristina Lerman (2), Shrikanth Narayanan (1 and 2) ((1) Signal Analysis and Interpretation Lab, University of Southern California, (2) Information Science Institute, University of Southern California, (3) Microsoft Cognitive Services) arXiv_AI arXiv_AI Recognition Bert Regularization Emotion Classification Detection Relation Language_Model PDF
2022-10-27 Evaluating context-invariance in unsupervised speech representations Mark Hallap, Emmanuel Dupoux, Ewan Dunbar arXiv_CL arXiv_CL Unsupervised Recognition Speech Self-Supervised Speech_Recognition Language_Model PDF
2022-10-27 Nearest Neighbor Language Models for Stylistic Controllable Generation Severino Trotta, Lucie Flek, Charles Welch arXiv_CL arXiv_CL Pose Language_Model PDF
2022-10-27 Self-supervised language learning from raw audio: Lessons from the Zero Resource Speech Challenge Ewan Dunbar, Nicolas Hamilakis, Emmanuel Dupoux arXiv_CL arXiv_CL Unsupervised Speech Self-Supervised Language_Model PDF
2022-10-27 QUILL: Query Intent with Large Language Models using Retrieval Augmentation and Multi-stage Distillation Krishna Srinivasan, Karthik Raman, Anupam Samanta, Lingrui Liao, Luca Bertelli, Mike Bendersky arXiv_CL arXiv_CL Knowledge Pose Language_Model PDF
2022-10-27 Simulating realistic speech overlaps improves multi-talker ASR Muqiao Yang, Naoyuki Kanda, Xiaofei Wang, Jian Wu, Sunit Sivasankaran, Zhuo Chen, Jinyu Li, Takuya Yoshioka arXiv_CL arXiv_CL Recognition Speech Pose Speech_Recognition Language_Model PDF
2022-10-27 Terminology-aware Medical Dialogue Generation Chen Tang, Hongbo Zhang, Tyler Loakman, Chenghua Lin, Frank Guerin arXiv_CL arXiv_CL Recognition Knowledge Pose Attention Medical Language_Model PDF
2022-10-27 COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models Bowen Shen, Zheng Lin, Yuanxin Liu, Zhengxiao Liu, Lei Wang, Weiping Wang arXiv_CL arXiv_CL Transformer Bert Optimization Pose Inference Language_Model Prediction PDF
2022-10-27 What Language Model to Train if You Have One Million GPU Hours? Teven Le Scao, Thomas Wang, Daniel Hesslow, Lucile Saulnier, Stas Bekman, M Saiful Bari, Stella Bideman, Hady Elsahar, Niklas Muennighoff, Jason Phang, Ofir Press, Colin Raffel, Victor Sanh, Sheng Shen, Lintang Sutawika, Jaesung Tae, Zheng Xin Yong, Julien Launay, Iz Beltagy arXiv_AI arXiv_AI Transformer Zero-Shot Language_Model PDF
2022-10-27 Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings Che Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang arXiv_AI arXiv_AI Embedding Unsupervised Pose Contrastive_Learning Action Relation Language_Model PDF
2022-10-27 Can language models handle recursively nested grammatical structures? A case study on comparing models and humans Andrew Kyle Lampinen arXiv_AI arXiv_AI Zero-Shot Few-Shot Language_Model PDF
2022-10-27 SAN: a robust end-to-end ASR model architecture Zeping Min, Qian Ge, Guanhua Huang arXiv_CL arXiv_CL Recognition Adversarial Speech Pose Speech_Recognition Language_Model PDF
2022-10-27 Seq2Seq-SC: End-to-End Semantic Communication Systems with Pre-trained Language Model Ju-Hyung Lee, Dong-Ho Lee, Eunsoo Sheen, Thomas Choi, Jay Pujara, Joongheon Kim arXiv_CL arXiv_CL Bert Language_Model PDF
2022-10-27 Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling Peijie Jiang, Dingkun Long, Yanzhao Zhang, Pengjun Xie, Meishan Zhang, Min Zhang arXiv_AI arXiv_AI Segmentation Unsupervised Recognition Bert Speech Pose Language_Model PDF
2022-10-27 Fast DistilBERT on CPUs Haihao Shen, Ofir Zafrir, Bo Dong, Hengyu Meng, Xinyu Ye, Zhe Wang, Yi Ding, Hanwen Chang, Guy Boudoukh, Moshe Wasserblat arXiv_CL arXiv_CL Transformer Quantization Bert Sparse Knowledge Pose Inference Language_Model PDF
2022-10-27 COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning Yue Yu, Chenyan Xiong, Si Sun, Chao Zhang, Arnold Overwijk arXiv_CL arXiv_CL Embedding Bert Zero-Shot Optimization Relation Language_Model PDF
2022-10-27 Truncation Sampling as Language Model Desmoothing John Hewitt, Christopher D. Manning, Percy Liang arXiv_CL arXiv_CL Pose Language_Model PDF
2022-10-27 Learning Joint Representation of Human Motion and Language Jihoon Kim, Youngjae Yu, Seungyoun Shin, Taehyun Byun, Sungjoon Choi arXiv_CV arXiv_CV Recognition Pose Contrastive_Learning Action_Recognition Action Language_Model PDF
2022-10-27 Dictionary-Assisted Supervised Contrastive Learning Patrick Y. Wu, Richard Bonneau, Joshua A. Tucker, Jonathan Nagler arXiv_CL arXiv_CL Embedding Knowledge Contrastive_Learning Classification Few-Shot Language_Model PDF
2022-10-27 Gendered Mental Health Stigma in Masked Language Models Inna Wanyin Lin, Lucille Njoo, Anjalie Field, Ashish Sharma, Katharina Reinecke, Tim Althoff, Yulia Tsvetkov arXiv_CL arXiv_CL Language_Model PDF
2022-10-27 Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models Chaofan Ma, Yuhuan Yang, Yanfeng Wang, Ya Zhang, Weidi Xie arXiv_CV arXiv_CV Transformer Segmentation Semantic_Segmentation Bert Zero-Shot Self-Supervised Pose Language_Model PDF
2022-10-27 Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval Dingkun Long, Yanzhao Zhang, Guangwei Xu, Pengjun Xie arXiv_CL arXiv_CL Transformer Pose Language_Model PDF
2022-10-27 Contrastive Decoding: Open-ended Text Generation as Optimization Xiang Lisa Li, Ari Holtzman, Daniel Fried, Percy Liang, Jason Eisner, Tatsunori Hashimoto, Luke Zettlemoyer, Mike Lewis arXiv_AI arXiv_AI Optimization Pose Text_Generation Language_Model PDF
2022-10-26 EW-Tune: A Framework for Privately Fine-Tuning Large Language Models with Differential Privacy Rouzbeh Behnia, Mohamamdreza Ebrahimi, Jason Pacheco, balaji Padmanabhan arXiv_CL arXiv_CL Pose Language_Model PDF
2022-10-26 Large language models are not zero-shot communicators Laura Ruis, Akbir Khan, Stella Biderman, Sara Hooker, Tim Rocktäschel, Edward Grefenstette arXiv_CL arXiv_CL Zero-Shot Knowledge Inference Language_Model PDF
2022-10-26 MABEL: Attenuating Gender Bias using Textual Entailment Data Jacqueline He, Mengzhou Xia, Christiane Fellbaum, Danqi Chen arXiv_CL arXiv_CL Transformer Pose Contrastive_Learning Inference Language_Model PDF
2022-10-26 Multi-lingual Evaluation of Code Generation Models Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang arXiv_CL arXiv_CL Zero-Shot Few-Shot Summarization Language_Model PDF
2022-10-26 Causality Detection using Multiple Annotation Decision Quynh Anh Nguyen, Arka Mitra arXiv_CL arXiv_CL Bert Action Detection Language_Model PDF
2022-10-26 Don't Prompt, Search! Mining-based Zero-Shot Learning with Language Models Mozes van de Kar, Mengzhou Xia, Danqi Chen, Mikel Artetxe arXiv_AI arXiv_AI Bert Zero-Shot Text_Classification Pose Classification Language_Model PDF
2022-10-26 Incorporating Pre-training Paradigm for Antibody Sequence-Structure Co-design Kaiyuan Gao, Lijun Wu, Jinhua Zhu, Tianbo Peng, Yingce Xia, Liang He, Shufang Xie, Tao Qin, Haiguang Liu, Kun He, Tie-Yan Liu arXiv_AI arXiv_AI Transformer Pose Deep_Learning Attention Language_Model PDF
2022-10-26 A Case for Business Process-Specific Foundation Models Yara Rizk, Praveen Venkateswaran, Vatche Isahagian, Vinod Muthusamy arXiv_AI arXiv_AI Optimization Language_Model PDF
2022-10-26 Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks Colin Leong, Joshua Nemecek, Jacob Mansdorfer, Anna Filighera, Abraham Owodunni, Daniel Whitenack arXiv_AI arXiv_AI Image_Caption Recognition Speech Face Caption Language_Model PDF
2022-10-26 Piloting Copilot and Codex: Hot Temperature, Cold Prompts, or Black Magic? Jean-Baptiste Döderlein, Mathieu Acher, Djamel Eddine Khelladi, Benoit Combemale arXiv_CL arXiv_CL Pose Attention Language_Model PDF
2022-10-26 Autoregressive Structured Prediction with Language Models Tianyu Liu, Yuchen Jiang, Nicholas Monath, Ryan Cotterell, Mrinmaya Sachan arXiv_CL arXiv_CL Recognition Action Relation Relation_Extraction Language_Model Prediction PDF
2022-10-26 MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective Zhe Hu, Hou Pong Chan, Lifu Huang arXiv_CL arXiv_CL Review Pose Few-Shot Text_Generation Language_Model PDF
2022-10-26 A Transformer-based Framework for POI-level Social Post Geolocation Menglin Li, Kwan Hui Lim, Teng Guo, Junhua Liu arXiv_AI arXiv_AI Transformer Pose Language_Model PDF
2022-10-26 A Robust Bias Mitigation Procedure Based on the Stereotype Content Model Eddie L. Ungless, Amy Rafferty, Hrichika Nag, Björn Ross arXiv_CL arXiv_CL Embedding Knowledge Language_Model PDF
2022-10-26 Benchmarking Language Models for Code Syntax Understanding Da Shen, Xinyun Chen, Chenguang Wang, Koushik Sen, Dawn Song arXiv_CL arXiv_CL Transformer Relation Language_Model PDF
2022-10-26 Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur arXiv_CL arXiv_CL Transfer_Learning Pose Language_Model PDF
2022-10-26 Bi-Link: Bridging Inductive Link Predictions from Text via Contrastive Learning of Transformers and Prompts Bohua Peng, Shihao Liang, Mobarakol Islam arXiv_CL arXiv_CL Transformer Bert Knowledge Knowledge_Graph Pose Contrastive_Learning Relation Language_Model Prediction PDF
2022-10-26 The NPU-ASLP System for The ISCSLP 2022 Magichub Code-Swiching ASR Challenge Yuhao Liang, Peikun Chen, Fan Yu, Xinfa Zhu, Tianyi Xu, Lei Xie arXiv_SD arXiv_SD Speech Language_Model PDF
2022-10-26 Residual Learning of Neural Text Generation with $n$-gram Language Model Huayang Li, Deng Cai, Jin Xu, Taro Watanabe arXiv_AI arXiv_AI Knowledge Pose Summarization Text_Generation Language_Model PDF
2022-10-25 Progressive Sentiment Analysis for Code-Switched Text Data Sudhanshu Ranjan, Dheeraj Mekala, Jingbo Shang arXiv_CL arXiv_CL Transformer Transfer_Learning Recognition Text_Classification Pose Action Classification Sentiment Attention Language_Model PDF
2022-10-25 RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering Victor Zhong, Weijia Shi, Wen-tau Yih, Luke Zettlemoyer arXiv_CL arXiv_CL Zero-Shot Knowledge Knowledge_Graph Few-Shot Language_Model QA PDF
2022-10-25 Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Huan Sun, David Levitan, Robert Sim arXiv_CL arXiv_CL Attention Text_Generation Language_Model PDF
2022-10-25 A single-cell gene expression language model William Connell, Umair Khan, Michael J. Keiser arXiv_AI arXiv_AI Embedding Transfer_Learning Knowledge Self-Supervised Pose Language_Model Prediction PDF
2022-10-25 Causal Analysis of Syntactic Agreement Neurons in Multilingual Language Models Aaron Mueller, Yu Xia, Tal Linzen arXiv_CL arXiv_CL Bert Relation Language_Model PDF
2022-10-25 Learning Better Intent Representations for Financial Open Intent Classification Xianzhi Li, Will Aitken, Xiaodan Zhu, Stephen W. Thomas arXiv_CL arXiv_CL Transformer Pose Classification Language_Model PDF
2022-10-25 OpenStance: Real-world Zero-shot Stance Detection Hanzi Xu, Slobodan Vucetic, Wenpeng Yin arXiv_CL arXiv_CL Zero-Shot Knowledge Pose Detection Language_Model PDF
2022-10-25 Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios Zhuohao Chen, Nikolaos Flemotomos, Zac E. Imel, David C. Atkins, Shrikanth Narayanan arXiv_CL arXiv_CL Knowledge Pose Action Language_Model PDF
2022-10-25 Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding Maximillian Chen, Alexandros Papangelis, Chenyang Tao, Andy Rosenbaum, Seokhwan Kim, Yang Liu, Zhou Yu, Dilek Hakkani-Tur arXiv_AI arXiv_AI Weakly_Supervised Emotion Face Classification Few-Shot Language_Model PDF
2022-10-25 Contrastive Search Is What You Need For Neural Text Generation Yixuan Su, Nigel Collier arXiv_CL arXiv_CL Pose Contrastive_Learning Text_Generation Language_Model PDF
2022-10-25 IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models Chenguang Wang, Xiao Liu, Dawn Song arXiv_AI arXiv_AI Bert Zero-Shot Knowledge Action Relation Language_Model PDF
2022-10-25 Exploring Mode Connectivity for Pre-trained Language Models Yujia Qin, Cheng Qian, Jing Yi, Weize Chen, Yankai Lin, Xu Han, Zhiyuan Liu, Maosong Sun, Jie Zhou arXiv_AI arXiv_AI Transformer Knowledge Language_Model PDF
2022-10-25 KnowGL: Knowledge Generation and Linking from Text Gaetano Rossiello, Faisal Chowdhury, Nandana Mihindukulasooriya, Owen Cornec, Alfio Gliozzo arXiv_AI arXiv_AI Knowledge Knowledge_Graph Pose Relation Language_Model PDF
2022-10-25 MemoNet:Memorizing Representations of All Cross Features Efficiently via Multi-Hash Codebook Network for CTR Prediction Pengtao Zhang, Junlin Zhang arXiv_AI arXiv_AI Pose Language_Model Prediction PDF
2022-10-25 Dual Mechanism Priming Effects in Hindi Word Order Sidharth Ranjan, Marten van Schijndel, Sumeet Agarwal, Rajakrishnan Rajkumar arXiv_AI arXiv_AI Language_Model PDF
2022-10-25 Cloning Ideology and Style using Deep Learning Dr. Omer Beg, Muhammad Nasir Zafar, Waleed Anjum arXiv_CL arXiv_CL RNN Deep_Learning Attention Text_Generation Language_Model Prediction PDF
2022-10-25 Differentially Private Language Models for Secure Data Sharing Justus Mattern, Zhijing Jin, Benjamin Weggenmann, Bernhard Schoelkopf, Mrinmaya Sachan arXiv_CL arXiv_CL Sentiment Language_Model PDF
2022-10-25 How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling Samuel Cahyawijaya, Bryan Wilie, Holy Lovenia, Huan Zhong, MingQian Zhong, Yuk-Yu Nancy Ip, Pascale Fung arXiv_CL arXiv_CL Medical Language_Model PDF
2022-10-25 Multilingual Relation Classification via Efficient and Effective Prompting Yuxuan Chen, David Harbecke, Leonhard Hennig arXiv_CL arXiv_CL Zero-Shot Knowledge Classification Relation Few-Shot Language_Model PDF
2022-10-25 Linguistic-Enhanced Transformer with CTC Embedding for Speech Recognition Xulong Zhang, Jianzong Wang, Ning Cheng, Mengyuan Zhao, Zhiyong Zhang, Jing Xiao arXiv_CL arXiv_CL Transformer Embedding Recognition Speech Pose Attention Speech_Recognition Language_Model PDF
2022-10-25 Improving Imbalanced Text Classification with Dynamic Curriculum Learning Xulong Zhang, Jianzong Wang, Ning Cheng, Jing Xiao arXiv_AI arXiv_AI Text_Classification Knowledge Pose Classification Attention Language_Model PDF
2022-10-25 Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation Melanie Sclar, Peter West, Sachin Kumar, Yulia Tsvetkov, Yejin Choi arXiv_AI arXiv_AI Knowledge Pose Summarization Language_Model PDF
2022-10-25 DEMETR: Diagnosing Evaluation Metrics for Translation Marzena Karpinska, Nishant Raj, Katherine Thai, Yixiao Song, Ankita Gupta, Mohit Iyyer arXiv_CL arXiv_CL Bert Relation Language_Model PDF
2022-10-25 PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion Jianhao Shen, Chenguang Wang, Ye Yuan, Jiawei Han, Heng Ji, Koushik Sen, Ming Zhang, Dawn Song arXiv_AI arXiv_AI Transfer_Learning Knowledge Knowledge_Graph Language_Model PDF
2022-10-25 Parameter-Efficient Legal Domain Adaptation Jonathan Li, Rohan Bhambhoria, Xiaodan Zhu arXiv_CL arXiv_CL Transformer Unsupervised Bert Knowledge Pose Language_Model PDF
2022-10-25 Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence Hung-Ting Chen, Michael J.Q. Zhang, Eunsol Choi arXiv_CL arXiv_CL Knowledge Attention Language_Model PDF
2022-10-25 XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Peng Shi, Rui Zhang, He Bai, Jimmy Lin arXiv_CL arXiv_CL Transfer_Learning Zero-Shot Language_Model QA PDF
2022-10-25 Evaluating Parameter Efficient Learning for Generation Peng Xu, Mostofa Patwary, Shrimai Prabhumoye, Virginia Adams, Ryan J. Prenger, Wei Ping, Nayeon Lee, Mohammad Shoeybi, Bryan Catanzaro arXiv_CL arXiv_CL Attention Language_Model PDF
2022-10-25 Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing Tuhin Chakrabarty, Vishakh Padmakumar, He He arXiv_CL arXiv_CL Face Language_Model PDF
2022-10-24 Adapters for Enhanced Modeling of Multilingual Knowledge and Text Yifan Hou, Wenxiang Jiao, Meizhen Liu, Zhaopeng Tu, Carl Allen, Mrinmaya Sachan arXiv_AI arXiv_AI Enhancement Knowledge Knowledge_Graph Pose Language_Model PDF
2022-10-24 Speeding Up Question Answering Task of Language Models via Inverted Index Xiang Ji, Yesim Sungu-Eryilmaz, Elaheh Momeni, Reza Rawassizadeh