PIQA: Reasoning about Physical Commonsense in Natural Language

26 November 2019

Yejin Choi

Papers citing "PIQA: Reasoning about Physical Commonsense in Natural Language"

43 / 1,393 papers shown

Title
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema Yanai Elazar Hongming Zhang Yoav Goldberg Dan Roth ReLM LRM 126 44 0 16 Apr 2021
ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning Swarnadeep Saha Prateek Yadav Lisa Bauer Joey Tianyi Zhou LRM 90 59 0 15 Apr 2021
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts Guanghui Qin J. Eisner 68 551 0 14 Apr 2021
"I'm Not Mad": Commonsense Implications of Negation and Contradiction Liwei Jiang Antoine Bosselut Chandra Bhagavatula Yejin Choi LRM 68 37 0 13 Apr 2021
CURIE: An Iterative Querying Approach for Reasoning About Situations Dheeraj Rajagopal Aman Madaan Niket Tandon Yiming Yang Shrimai Prabhumoye Abhilasha Ravichander Peter Clark Eduard H. Hovy ReLM LRM 66 6 0 01 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 105 140 0 24 Mar 2021
Dimensions of Commonsense Knowledge Filip Ilievski A. Oltramari Kaixin Ma Bin Zhang D. McGuinness Pedro A. Szekely 112 66 0 12 Jan 2021
RiddleSense: Reasoning about Riddle Questions Featuring Linguistic Creativity and Commonsense Knowledge Bill Yuchen Lin Ziyi Wu Yichi Yang Dong-Ho Lee Xiang Ren ReLM LRM 284 68 0 02 Jan 2021
Exploring and Analyzing Machine Commonsense Benchmarks Henrique M. Dinis Santos M. Gordon Zhicheng Liang Gretchen Forbush D. McGuinness 40 4 0 21 Dec 2020
CSKG: The CommonSense Knowledge Graph Filip Ilievski Pedro A. Szekely Bin Zhang 87 89 0 21 Dec 2020
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions Tayfun Ates Muhammed Samil Atesoglu Cagatay Yigit .Ilker Kesen Mert Kobaş Erkut Erdem Aykut Erdem T. Goksun Deniz Yuret 61 31 0 08 Dec 2020
How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig UQCV 67 439 0 02 Dec 2020
Intrinsic Knowledge Evaluation on Chinese Language Models Zhiruo Wang Renfen Hu KELM ELM 34 1 0 29 Nov 2020
A Data-Driven Study of Commonsense Knowledge using the ConceptNet Knowledge Base Ke Shen Mayank Kejriwal 38 3 0 28 Nov 2020
Do Fine-tuned Commonsense Language Models Really Generalize? Mayank Kejriwal Ke Shen ELM LRM 57 10 0 18 Nov 2020
Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering Kaixin Ma Filip Ilievski Jonathan M Francis Yonatan Bisk Eric Nyberg A. Oltramari 62 6 0 07 Nov 2020
Pre-training Text-to-Text Transformers for Concept-centric Common Sense Wangchunshu Zhou Dong-Ho Lee Ravi Kiran Selvam Seyeon Lee Bill Yuchen Lin Xiang Ren LRM VLM 55 72 0 24 Oct 2020
EIGEN: Event Influence GENeration using Pre-trained Language Models Aman Madaan Dheeraj Rajagopal Yiming Yang Abhilasha Ravichander Eduard H. Hovy Shrimai Prabhumoye 69 13 0 22 Oct 2020
Deriving Commonsense Inference Tasks from Interactive Fictions Mo Yu Xiaoxiao Guo Yufei Feng Xiao-Dan Zhu Michael A. Greenspan Murray Campbell ReLM LRM 66 2 0 19 Oct 2020
COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs Jena D. Hwang Chandra Bhagavatula Ronan Le Bras Jeff Da Keisuke Sakaguchi Antoine Bosselut Yejin Choi 81 415 0 12 Oct 2020
Do Language Embeddings Capture Scales? Xikun Zhang Deepak Ramachandran Ian Tenney Yanai Elazar Dan Roth MILM ReLM LRM 90 94 0 11 Oct 2020
Measuring Massive Multitask Language Understanding Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika Basel Alomair Jacob Steinhardt ELM RALM 204 4,580 0 07 Sep 2020
Aligning AI With Shared Human Values Dan Hendrycks Collin Burns Steven Basart Andrew Critch Jingkai Li Basel Alomair Jacob Steinhardt 151 574 0 05 Aug 2020
Consolidating Commonsense Knowledge Filip Ilievski Pedro A. Szekely Jingwei Cheng Fu Zhang Ehsan Qasemi 55 19 0 10 Jun 2020
ToolNet: Using Commonsense Generalization for Predicting Tool Use for Robot Plan Synthesis Rajas Bansal Shreshth Tuli Rohan Paul Mausam LM&Ro 56 6 0 09 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 1.0K 42,651 0 28 May 2020
Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks Swaroop Mishra Arindam Mitra Neeraj Varshney Bhavdeep Singh Sachdeva Chitta Baral AIMat 51 13 0 18 May 2020
How Context Affects Language Models' Factual Predictions Fabio Petroni Patrick Lewis Aleksandra Piktus Tim Rocktaschel Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM 76 239 0 10 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 115 37 0 02 May 2020
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning Michael Boratko Xiang Lorraine Li Rajarshi Das Timothy J. O'Gorman Daniel Le Andrew McCallum 122 58 0 02 May 2020
ESPRIT: Explaining Solutions to Physical Reasoning Tasks Nazneen Rajani Rui Zhang Y. Tan Stephan Zheng Jeremy C. Weiss Aadit Vyas Abhijit Gupta Caiming Xiong R. Socher Dragomir R. Radev ReLM LRM 73 21 0 02 May 2020
UnifiedQA: Crossing Format Boundaries With a Single QA System Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter Clark Hannaneh Hajishirzi 189 743 0 02 May 2020
Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering Peifeng Wang Nanyun Peng Filip Ilievski Pedro A. Szekely Xiang Ren 58 92 0 02 May 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 129 329 0 01 May 2020
Visuo-Linguistic Question Answering (VLQA) Challenge Shailaja Keyur Sampat Yezhou Yang Chitta Baral CoGe 19 1 0 01 May 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 102 360 0 21 Apr 2020
Unsupervised Commonsense Question Answering with Self-Talk Vered Shwartz Peter West Ronan Le Bras Chandra Bhagavatula Yejin Choi ReLM SSL AI4MH LRM 72 263 0 11 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 65 14 0 07 Apr 2020
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering Pratyay Banerjee Chitta Baral RALM 99 24 0 07 Apr 2020
Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning Zhiyuan Fang Tejas Gokhale Pratyay Banerjee Chitta Baral Yezhou Yang 78 63 0 11 Mar 2020
Natural Language QA Approaches using Reasoning with External Knowledge Chitta Baral Pratyay Banerjee Kuntal Kumar Pal Arindam Mitra LRM 43 5 0 06 Mar 2020
How Additional Knowledge can Improve Natural Language Commonsense Question Answering? Arindam Mitra Pratyay Banerjee Kuntal Kumar Pal Swaroop Mishra Chitta Baral KELM 86 31 0 19 Sep 2019
Natural Adversarial Examples Dan Hendrycks Kevin Zhao Steven Basart Jacob Steinhardt Basel Alomair OODD 276 1,486 0 16 Jul 2019