PIQA: Reasoning about Physical Commonsense in Natural Language

26 November 2019

Yejin Choi

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

36 / 436 papers shown

Title
NormFormer: Improved Transformer Pretraining with Extra Normalization Sam Shleifer Jason Weston Myle Ott AI4CE 33 74 0 18 Oct 2021
Coherence boosting: When your pretrained language model is not paying enough attention Nikolay Malkin Zhen Wang Nebojsa Jojic RALM 21 35 0 15 Oct 2021
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Cer VLM LRM 137 278 0 15 Oct 2021
Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning Christopher Rytting David Wingate AI4CE LRM 27 26 0 05 Oct 2021
A Survey On Neural Word Embeddings Erhan Sezerer Selma Tekir AI4TS 26 12 0 05 Oct 2021
Does Vision-and-Language Pretraining Improve Lexical Grounding? Tian Yun Chen Sun Ellie Pavlick VLM CoGe 42 32 0 21 Sep 2021
Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset Tianqing Fang Weiqi Wang Sehyun Choi Shibo Hao Hongming Zhang Yangqiu Song Bin He 33 31 0 16 Sep 2021
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning Da Yin Liunian Harold Li Ziniu Hu Nanyun Peng Kai-Wei Chang 100 52 0 14 Sep 2021
Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding Shane Storks Qiaozi Gao Yichi Zhang J. Chai ReLM LRM 51 22 0 10 Sep 2021
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense Wanyun Cui Xingran Chen 22 6 0 06 Sep 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 40 3,600 0 03 Sep 2021
Hybrid Reasoning Network for Video-based Commonsense Captioning Weijiang Yu Jian Liang Lei Ji Lu Li Yuejian Fang Nong Xiao Nan Duan 24 10 0 05 Aug 2021
Prompting Contrastive Explanations for Commonsense Reasoning Tasks Bhargavi Paranjape Julian Michael Marjan Ghazvininejad Luke Zettlemoyer Hannaneh Hajishirzi ReLM LRM 29 66 0 12 Jun 2021
Generate, Annotate, and Learn: NLP with Synthetic Text Xuanli He Islam Nassar J. Kiros Gholamreza Haffari Mohammad Norouzi 39 51 0 11 Jun 2021
TANGO: Commonsense Generalization in Predicting Tool Interactions for Mobile Manipulators Shreshth Tuli Rajas Bansal Rohan Paul M. - LM&Ro 21 13 0 05 May 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 225 180 0 18 Apr 2021
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema Yanai Elazar Hongming Zhang Yoav Goldberg Dan Roth ReLM LRM 45 44 0 16 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 18 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 30 137 0 24 Mar 2021
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 27 31 0 08 Dec 2020
Aligning AI With Shared Human Values Dan Hendrycks Collin Burns Steven Basart Andrew Critch Jingkai Li D. Song Jacob Steinhardt 63 522 0 05 Aug 2020
ToolNet: Using Commonsense Generalization for Predicting Tool Use for Robot Plan Synthesis Rajas Bansal Shreshth Tuli Rohan Paul Mausam LM&Ro 20 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 130 40,394 0 28 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 21 36 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 30 56 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 70 721 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 17 308 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 24 351 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 19 257 0 11 Apr 2020
Knowledge Fusion and Semantic Knowledge Ranking for Open Domain Question Answering Pratyay Banerjee Chitta Baral RALM 22 24 0 07 Apr 2020
Video2Commonsense: Generating Commonsense Descriptions to Enrich Video Captioning Zhiyuan Fang Tejas Gokhale Pratyay Banerjee Chitta Baral Yezhou Yang 25 60 0 11 Mar 2020
How Additional Knowledge can Improve Natural Language Commonsense Question Answering? Arindam Mitra Pratyay Banerjee Kuntal Kumar Pal Swaroop Mishra Chitta Baral KELM 30 31 0 19 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 458 2,592 0 03 Sep 2019
Natural Adversarial Examples Dan Hendrycks Kevin Zhao Steven Basart Jacob Steinhardt D. Song OODD 106 1,428 0 16 Jul 2019
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 194 576 0 02 May 2018