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 / 180 papers shown

Title
Programming Puzzles Tal Schuster Ashwin Kalyan Oleksandr Polozov Adam Tauman Kalai ELM 17 32 0 10 Jun 2021
Can Generative Pre-trained Language Models Serve as Knowledge Bases for Closed-book QA? Cunxiang Wang Pai Liu Yue Zhang RALM 33 80 0 03 Jun 2021
Conversational Question Answering: A Survey Munazza Zaib Wei Emma Zhang Quan Z. Sheng A. Mahmood Yang Zhang 48 88 0 02 Jun 2021
On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study Divyansh Kaushik Douwe Kiela Zachary Chase Lipton Wen-tau Yih AAML 11 36 0 02 Jun 2021
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning Deepanway Ghosal Pengfei Hong Siqi Shen Navonil Majumder Rada Mihalcea Soujanya Poria 53 22 0 01 Jun 2021
PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World Rowan Zellers Ari Holtzman Matthew E. Peters Roozbeh Mottaghi Aniruddha Kembhavi Ali Farhadi Yejin Choi 21 68 0 01 Jun 2021
Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks Lisa Bauer Mohit Bansal 19 19 0 20 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 223 180 0 18 Apr 2021
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 228 144 0 18 Apr 2021
Visual Goal-Step Inference using wikiHow Yue Yang Artemis Panagopoulou Qing Lyu Li Zhang Mark Yatskar Chris Callison-Burch 34 41 0 12 Apr 2021
What Will it Take to Fix Benchmarking in Natural Language Understanding? Samuel R. Bowman George E. Dahl ELM ALM 30 156 0 05 Apr 2021
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Nicholas Lourie Ronan Le Bras Chandra Bhagavatula Yejin Choi LRM 30 137 0 24 Mar 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 25 196 0 22 Mar 2021
Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA Yonatan Bitton Gabriel Stanovsky Roy Schwartz Michael Elhadad CoGe 25 33 0 17 Mar 2021
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU Models Mengnan Du Varun Manjunatha R. Jain Ruchi Deshpande Franck Dernoncourt Jiuxiang Gu Tong Sun Xia Hu 57 105 0 11 Mar 2021
SparseBERT: Rethinking the Importance Analysis in Self-attention Han Shi Jiahui Gao Xiaozhe Ren Hang Xu Xiaodan Liang Zhenguo Li James T. Kwok 23 54 0 25 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Joey Tianyi Zhou MLLM 277 525 0 04 Feb 2021
AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning Yuhan Liu Saurabh Agarwal Shivaram Venkataraman OffRL 16 53 0 02 Feb 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning Armen Aghajanyan Anchit Gupta Akshat Shrivastava Xilun Chen Luke Zettlemoyer Sonal Gupta 33 266 0 26 Jan 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 27 49 0 25 Jan 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 213 252 0 04 Jan 2021
DynaSent: A Dynamic Benchmark for Sentiment Analysis Christopher Potts Zhengxuan Wu Atticus Geiger Douwe Kiela 230 77 0 30 Dec 2020
Underspecification Presents Challenges for Credibility in Modern Machine Learning Alexander DÁmour Katherine A. Heller D. Moldovan Ben Adlam B. Alipanahi ... Kellie Webster Steve Yadlowsky T. Yun Xiaohua Zhai D. Sculley OffRL 77 670 0 06 Nov 2020
"where is this relationship going?": Understanding Relationship Trajectories in Narrative Text Keen You Dan Goldwasser 18 5 0 29 Oct 2020
Improving Robustness by Augmenting Training Sentences with Predicate-Argument Structures N. Moosavi M. Boer Prasetya Ajie Utama Iryna Gurevych 27 13 0 23 Oct 2020
TweetBERT: A Pretrained Language Representation Model for Twitter Text Analysis Mohiuddin Md Abdul Qudar Vijay K. Mago SSeg 28 35 0 17 Oct 2020
What is More Likely to Happen Next? Video-and-Language Future Event Prediction Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 33 72 0 15 Oct 2020
Are Some Words Worth More than Others? Shiran Dudy Steven Bedrick 13 14 0 12 Oct 2020
What Can We Learn from Collective Human Opinions on Natural Language Inference Data? Yixin Nie Xiang Zhou Joey Tianyi Zhou 21 129 0 07 Oct 2020
On Losses for Modern Language Models Stephane Aroca-Ouellette Frank Rudzicz 14 33 0 04 Oct 2020
GLUCOSE: GeneraLized and COntextualized Story Explanations N. Mostafazadeh Aditya Kalyanpur Lori Moon David W. Buchanan Lauren Berkowitz Or Biran Jennifer Chu-Carroll 29 121 0 16 Sep 2020
Reasoning about Goals, Steps, and Temporal Ordering with WikiHow Li Zhang Qing Lyu Chris Callison-Burch ReLM LRM 27 85 0 16 Sep 2020
Is this sentence valid? An Arabic Dataset for Commonsense Validation Saja Khaled Tawalbeh Mohammad Al-Smadi 16 2 0 25 Aug 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification Rohan Taori Achal Dave Vaishaal Shankar Nicholas Carlini Benjamin Recht Ludwig Schmidt OOD 24 533 0 01 Jul 2020
SemEval-2020 Task 4: Commonsense Validation and Explanation Cunxiang Wang Shuailong Liang Yili Jin Yilong Wang Xiao-Dan Zhu Yue Zhang LRM 20 98 0 01 Jul 2020
Symbolic Logic meets Machine Learning: A Brief Survey in Infinite Domains Vaishak Belle NAI LRM 18 36 0 15 Jun 2020
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 36 39 0 11 Jun 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 64 2,622 0 05 Jun 2020
INFOTABS: Inference on Tables as Semi-structured Data Vivek Gupta Maitrey Mehta Pegah Nokhiz Vivek Srikumar LMTD 14 100 0 13 May 2020
Commonsense Evidence Generation and Injection in Reading Comprehension Ye Liu Tao Yang Zeyu You Wei Fan Philip S. Yu 33 14 0 11 May 2020
DQI: Measuring Data Quality in NLP Swaroop Mishra Anjana Arunkumar Bhavdeep Singh Sachdeva Chris Bryan Chitta Baral 36 30 0 02 May 2020
RICA: Evaluating Robust Inference Capabilities Based on Commonsense Axioms Pei Zhou Rahul Khanna Seyeon Lee Bill Yuchen Lin Daniel E. Ho Jay Pujara Xiang Ren ReLM 19 36 0 02 May 2020
AdapterFusion: Non-Destructive Task Composition for Transfer Learning Jonas Pfeiffer Aishwarya Kamath Andreas Rucklé Kyunghyun Cho Iryna Gurevych CLL MoMe 21 817 0 01 May 2020
Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning Alexandre Tamborrino Nicola Pellicanò B. Pannier Pascal Voitot Louise Naudin LRM 14 62 0 29 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 27 91 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 21 351 0 21 Apr 2020
Adversarial Training for Large Neural Language Models Xiaodong Liu Hao Cheng Pengcheng He Weizhu Chen Yu-Chiang Frank Wang Hoifung Poon Jianfeng Gao AAML 34 183 0 20 Apr 2020
Unsupervised Commonsense Question Answering with Self-Talk Vered Shwartz Peter West Ronan Le Bras Chandra Bhagavatula Yejin Choi ReLM SSL AI4MH LRM 19 257 0 11 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 43 84 0 06 Apr 2020
Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking Samuel Broscheit OCL 28 119 0 11 Mar 2020