SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference

16 August 2018

Yejin Choi

Papers citing "SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference"

50 / 476 papers shown

Title
Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge Alon Talmor Oyvind Tafjord Peter Clark Yoav Goldberg Jonathan Berant ReLM LRM 142 37 0 11 Jun 2020
Consolidating Commonsense Knowledge Filip Ilievski Pedro A. Szekely Jingwei Cheng Fu Zhang Ehsan Qasemi 202 19 0 10 Jun 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 515 3,324 0 05 Jun 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic Riza Batista-Navarro ELM 179 18 0 29 May 2020
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too Jason Phang Iacer Calixto Phu Mon Htut Yada Pruksachatkun Haokun Liu Clara Vania Katharina Kann Samuel R. Bowman LRM 198 67 0 26 May 2020
Adversarial Training for Commonsense Inference L. Pereira Xiaodong Liu Fei Cheng Masayuki Asahara Ichiro Kobayashi AAML 100 32 0 17 May 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 192 66 0 13 May 2020
INFOTABS: Inference on Tables as Semi-structured Data Vivek Gupta Maitrey Mehta Pegah Nokhiz Vivek Srikumar LMTD 158 132 0 13 May 2020
A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering Nils Holzenberger Andrew Blair-Stanek Benjamin Van Durme ELM AILaw 168 74 0 11 May 2020
Commonsense Evidence Generation and Injection in Reading Comprehension Ye Liu Tao Yang Zeyu You Wei Fan Philip S. Yu 159 14 0 11 May 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization?Annual Meeting of the Association for Computational Linguistics (ACL), 2020 Tal Linzen 444 203 0 03 May 2020
DQI: Measuring Data Quality in NLP Swaroop Mishra Anjana Arunkumar Bhavdeep Singh Sachdeva Chris Bryan Chitta Baral 214 36 0 02 May 2020
RICA: Evaluating Robust Inference Capabilities Based on Commonsense AxiomsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Pei Zhou Rahul Khanna Seyeon Lee Bill Yuchen Lin Mark A. Lemley Jay Pujara Xiang Ren ReLM 356 39 0 02 May 2020
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Michael Boratko Xiang Lorraine Li Rajarshi Das Timothy J. O'Gorman Daniel Le Andrew McCallum 295 62 0 02 May 2020
Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question AnsweringFindings (Findings), 2020 Peifeng Wang Nanyun Peng Filip Ilievski Pedro A. Szekely Xiang Ren 180 93 0 02 May 2020
Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work?Annual Meeting of the Association for Computational Linguistics (ACL), 2020 Yada Pruksachatkun Jason Phang Haokun Liu Phu Mon Htut Xiaoyi Zhang Richard Yuanzhe Pang Clara Vania Katharina Kann Samuel R. Bowman CLL LRM 197 204 0 01 May 2020
XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 418 387 0 01 May 2020
Self-supervised Knowledge Triplet Learning for Zero-shot Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Pratyay Banerjee Chitta Baral 223 67 0 01 May 2020
AdapterFusion: Non-Destructive Task Composition for Transfer LearningConference of the European Chapter of the Association for Computational Linguistics (EACL), 2020 Jonas Pfeiffer Aishwarya Kamath Andreas Rucklé Dong Wang Iryna Gurevych CLL MoMe 732 1,009 0 01 May 2020
Pre-training Is (Almost) All You Need: An Application to Commonsense ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Alexandre Tamborrino Nicola Pellicanò B. Pannier Pascal Voitot Louise Naudin LRM 142 66 0 29 Apr 2020
PuzzLing Machines: A Challenge on Learning From Small DataAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Gözde Gül Sahin Yova Kementchedjhieva Phillip Rust Iryna Gurevych AAML LRM 100 21 0 27 Apr 2020
Masking as an Efficient Alternative to Finetuning for Pretrained Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Mengjie Zhao Tao Lin Fei Mi Martin Jaggi Hinrich Schütze 221 123 0 26 Apr 2020
New Protocols and Negative Results for Textual Entailment Data Collection Samuel R. Bowman J. Palomaki Livio Baldini Soares Emily Pitler 153 7 0 24 Apr 2020
Generative Data Augmentation for Commonsense Reasoning Yiben Yang Chaitanya Malaviya Jared Fernandez Swabha Swayamdipta Ronan Le Bras Ji-ping Wang Chandra Bhagavatula Yejin Choi Doug Downey LRM 217 89 0 24 Apr 2020
Experience Grounds Language Yonatan Bisk Ari Holtzman Jesse Thomason Jacob Andreas Yoshua Bengio ... Angeliki Lazaridou Jonathan May Aleksandr Nisnevich Nicolas Pinto Joseph P. Turian 427 395 0 21 Apr 2020
Learning What Makes a Difference from Counterfactual Examples and Gradient SupervisionEuropean Conference on Computer Vision (ECCV), 2020 Damien Teney Ehsan Abbasnejad Anton Van Den Hengel OOD SSL CML 187 125 0 20 Apr 2020
Adversarial Training for Large Neural Language Models Xiaodong Liu Hao Cheng Pengcheng He Weizhu Chen Yu Wang Hoifung Poon Jianfeng Gao AAML 232 204 0 20 Apr 2020
Explaining Question Answering Models through Text Generation Veronica Latcinnik Jonathan Berant LRM 208 53 0 12 Apr 2020
Pre-training Text Representations as Meta Learning Shangwen Lv Yuechen Wang Daya Guo Duyu Tang Nan Duan ... Ryan Ma Daxin Jiang Guihong Cao Ming Zhou Songlin Hu AIMat SSL AI4CE 98 10 0 12 Apr 2020
Unsupervised Commonsense Question Answering with Self-TalkConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Vered Shwartz Peter West Ronan Le Bras Chandra Bhagavatula Yejin Choi ReLM SSL AI4MH LRM 232 276 0 11 Apr 2020
MuTual: A Dataset for Multi-Turn Dialogue ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Leyang Cui Yu-Huan Wu Shujie Liu Yue Zhang Ming Zhou LRM 156 159 0 09 Apr 2020
TuringAdvice: A Generative and Dynamic Evaluation of Language Use Rowan Zellers Ari Holtzman Elizabeth Clark Lianhui Qin Ali Farhadi Yejin Choi ELM LRM 202 13 0 07 Apr 2020
Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESuppositionAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Paloma Jeretic Alex Warstadt Suvrat Bhooshan Adina Williams ReLM AI4CE 317 126 0 07 Apr 2020
Enhancing Review Comprehension with Domain-Specific Commonsense Aaron Traylor Chen Chen Behzad Golshan Xiaolan Wang Yuliang Li Yoshihiko Suhara Jinfeng Li Çağatay Demiralp W. Tan 84 1 0 06 Apr 2020
Evaluating Models' Local Decision Boundaries via Contrast Sets Matt Gardner Yoav Artzi Victoria Basmova Jonathan Berant Ben Bogin ... Sanjay Subramanian Reut Tsarfaty Eric Wallace Ally Zhang Ben Zhou ELM 308 84 0 06 Apr 2020
Deep Learning Based Text Classification: A Comprehensive ReviewACM Computing Surveys (ACM CSUR), 2020 Shervin Minaee Nal Kalchbrenner Xiaoshi Zhong Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 253 1,208 0 06 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective Saku Sugawara Pontus Stenetorp Akiko Aizawa 209 2 0 04 Apr 2020
Common-Knowledge Concept Recognition for SEVAAAAI Spring Symposium Combining Machine Learning with Knowledge Engineering (CMLKE), 2020 Jitin Krishnan Patrick Coronado Hemant Purohit Huzefa Rangwala 63 1 0 26 Mar 2020
Video Object Grounding using Semantic Roles in Language DescriptionComputer Vision and Pattern Recognition (CVPR), 2020 Arka Sadhu Kan Chen Ram Nevatia 173 50 0 24 Mar 2020
Calibration of Pre-trained TransformersConference on Empirical Methods in Natural Language Processing (EMNLP), 2020 Shrey Desai Greg Durrett UQLM 573 352 0 17 Mar 2020
Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity LinkingConference on Computational Natural Language Learning (CoNLL), 2019 Samuel Broscheit OCL 201 134 0 11 Mar 2020
Neuro-symbolic Architectures for Context Understanding A. Oltramari Jonathan M Francis C. Henson Kaixin Ma Ruwan Wickramarachchi NAI AI4CE 129 34 0 09 Mar 2020
Natural Language QA Approaches using Reasoning with External Knowledge Chitta Baral Pratyay Banerjee Kuntal Kumar Pal Arindam Mitra LRM 116 5 0 06 Mar 2020
HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language InferenceInternational Conference on Language Resources and Evaluation (LREC), 2020 Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 207 25 0 05 Mar 2020
jiant: A Software Toolkit for Research on General-Purpose Text Understanding ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Yada Pruksachatkun Philip Yeres Haokun Liu Jason Phang Phu Mon Htut Alex Jinpeng Wang Ian Tenney Samuel R. Bowman SSeg 226 96 0 04 Mar 2020
Style Example-Guided Text Generation using Generative Adversarial Transformers Kuo-Hao Zeng Mohammad Shoeybi Ming-Yuan Liu GAN 148 19 0 02 Mar 2020
Unshuffling Data for Improved GeneralizationIEEE International Conference on Computer Vision (ICCV), 2020 Damien Teney Ehsan Abbasnejad Anton Van Den Hengel OOD 193 82 0 27 Feb 2020
Adversarial Filters of Dataset BiasesInternational Conference on Machine Learning (ICML), 2020 Ronan Le Bras Swabha Swayamdipta Chandra Bhagavatula Rowan Zellers Matthew E. Peters Ashish Sabharwal Yejin Choi 373 232 0 10 Feb 2020
Mining Commonsense Facts from the Physical World Yanyan Zou Wei Lu Xu Sun 155 1 0 08 Feb 2020
Beat the AI: Investigating Adversarial Human Annotation for Reading ComprehensionTransactions of the Association for Computational Linguistics (TACL), 2020 Max Bartolo A. Roberts Johannes Welbl Sebastian Riedel Pontus Stenetorp AAML 260 186 0 02 Feb 2020