Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

14 March 2018

Oyvind Tafjord

Papers citing "Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge"

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Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices Hariom A. Pandya Brijesh S. Bhatt 167 30 0 07 Dec 2021
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Ranking Facts for Explaining Answers to Elementary Science Questions Jennifer D'Souza I. Mulang' Soeren Auer FAtt 85 0 0 18 Oct 2021
Coherence boosting: When your pretrained language model is not paying enough attention Nikolay Malkin Zhen Wang Nebojsa Jojic RALM 178 42 0 15 Oct 2021
BBQ: A Hand-Built Bias Benchmark for Question Answering Alicia Parrish Angelica Chen Nikita Nangia Vishakh Padmakumar Jason Phang Jana Thompson Phu Mon Htut Sam Bowman 524 588 0 15 Oct 2021
A Few More Examples May Be Worth Billions of ParametersConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Yuval Kirstain Patrick Lewis Sebastian Riedel Omer Levy 197 24 0 08 Oct 2021
Taming Sparsely Activated Transformer with Stochastic ExpertsInternational Conference on Learning Representations (ICLR), 2021 Simiao Zuo Xiaodong Liu Jian Jiao Young Jin Kim Hany Hassan Ruofei Zhang T. Zhao Jianfeng Gao MoE 215 132 0 08 Oct 2021
Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning Christopher Rytting David Wingate AI4CE LRM 169 29 0 05 Oct 2021
Perhaps PTLMs Should Go to School -- A Task to Assess Open Book and Closed Book QA Manuel R. Ciosici Joe Cecil Alex Hedges Dong-Ho Lee Marjorie Freedman R. Weischedel 135 11 0 04 Oct 2021
SCIMAT: Science and Mathematics Dataset Neeraj Kollepara Snehith Kumar Chatakonda Kiran Ravish 43 1 0 30 Sep 2021
Semantic Categorization of Social Knowledge for Commonsense Question Answering Gengyu Wang Xiaochen Hou Diyi Yang Kathleen McKeown Jing Huang VLM 107 3 0 11 Sep 2021
TruthfulQA: Measuring How Models Mimic Human FalsehoodsAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Stephanie C. Lin Jacob Hilton Owain Evans HILM 941 2,582 0 08 Sep 2021
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert RatingsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Peter Alexander Jansen Kelly Smith Dan Moreno Huitzilin Ortiz CoGe ReLM LRM 123 10 0 07 Sep 2021
Exploiting Reasoning Chains for Multi-hop Science Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Weiwen Xu Yang Deng Huihui Zhang Deng Cai W. Lam LRM 170 27 0 07 Sep 2021
General-Purpose Question-Answering with Macaw Oyvind Tafjord Peter Clark SyDa ELM MLLM 129 63 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 1.1K 4,533 0 03 Sep 2021
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT ModelsNeural Information Processing Systems (NeurIPS), 2021 Conglong Li Minjia Zhang Yuxiong He 294 50 0 13 Aug 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading ComprehensionACM Computing Surveys (CSUR), 2021 Anna Rogers Matt Gardner Isabelle Augenstein 325 188 0 27 Jul 2021
Hybrid Autoregressive Inference for Scalable Multi-hop Explanation RegenerationAAAI Conference on Artificial Intelligence (AAAI), 2021 Marco Valentino Mokanarangan Thayaparan Deborah Ferreira André Freitas 171 26 0 25 Jul 2021
Memory-efficient Transformers via Top- $k$ Attention Ankit Gupta Guy Dar Shaya Goodman David Ciprut Jonathan Berant MQ 189 72 0 13 Jun 2021
PROST: Physical Reasoning of Objects through Space and TimeFindings (Findings), 2021 Stéphane Aroca-Ouellette Cory Paik Alessandro Roncone Katharina Kann LRM 140 53 0 07 Jun 2021
Comparing Test Sets with Item Response TheoryAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Clara Vania Phu Mon Htut William Huang Dhara Mungra Richard Yuanzhe Pang Jason Phang Haokun Liu Kyunghyun Cho Sam Bowman 159 50 0 01 Jun 2021
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question AnsweringFindings (Findings), 2021 Weiwen Xu Huihui Zhang Deng Cai Wai Lam 209 39 0 25 May 2021
Designing Multimodal Datasets for NLP Challenges James Pustejovsky E. Holderness Jingxuan Tu Parker Glenn Kyeongmin Rim Kelley Lynch R. Brutti 181 5 0 12 May 2021
Building a Question and Answer System for News Domain S. Basu Aravind Gaddala Pooja Chetan Garima Tiwari Narayana Darapaneni Sadwik Parvathaneni A. Paduri RALM 151 6 0 12 May 2021
Encoding Explanatory Knowledge for Zero-shot Science Question AnsweringInternational Conference on Computational Semantics (IWCS), 2021 Zili Zhou Marco Valentino Dónal Landers André Freitas 173 7 0 12 May 2021
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Explaining Answers with Entailment TreesConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Zhengnan Xie Hannah Smith Leighanna Pipatanangkura Peter Clark ReLM FAtt LRM 502 210 0 17 Apr 2021
Surface Form Competition: Why the Highest Probability Answer Isn't Always RightConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Ari Holtzman Peter West Vered Schwartz Yejin Choi Luke Zettlemoyer LRM 617 262 0 16 Apr 2021
Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World KnowledgeNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Canwen Xu Wangchunshu Zhou Tao Ge Ke Xu Julian McAuley Furu Wei 126 16 0 06 Apr 2021
Complementary Evidence Identification in Open-Domain Question AnsweringConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Xiangyang Mou Mo Yu Shiyu Chang Yufei Feng Li Zhang Hui Su 169 2 0 22 Mar 2021
Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question AnsweringAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021 Aman Jain Mayank Kothyari Vishwajeet Kumar Preethi Jyothi Ganesh Ramakrishnan Soumen Chakrabarti 144 41 0 09 Mar 2021
Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge Sumithra Bhakthavatsalam Daniel Khashabi Tushar Khot Bhavana Dalvi Kyle Richardson Ashish Sabharwal Carissa Schoenick Oyvind Tafjord Peter Clark RALM AI4CE 153 80 0 05 Feb 2021
Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Dian Yu Kai Sun Dong Yu Claire Cardie 124 8 0 01 Feb 2021
Muppet: Massive Multi-task Representations with Pre-FinetuningConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Armen Aghajanyan Anchit Gupta Akshat Shrivastava Xilun Chen Luke Zettlemoyer Sonal Gupta 185 287 0 26 Jan 2021
English Machine Reading Comprehension Datasets: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 233 50 0 25 Jan 2021
Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge Violetta Shevchenko Damien Teney A. Dick Anton Van Den Hengel 191 31 0 15 Jan 2021
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient SparsityJournal of machine learning research (JMLR), 2021 W. Fedus Barret Zoph Noam M. Shazeer MoE 564 2,979 0 11 Jan 2021
Read, Retrospect, Select: An MRC Framework to Short Text Entity LinkingAAAI Conference on Artificial Intelligence (AAAI), 2021 Yingjie Gu Xiaoye Qu Zhefeng Wang Baoxing Huai Nicholas Jing Yuan Xiaolin Gui 140 32 0 07 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 464 286 0 04 Jan 2021
ParsiNLU: A Suite of Language Understanding Challenges for PersianTransactions of the Association for Computational Linguistics (TACL), 2020 Daniel Khashabi Arman Cohan Siamak Shakeri Pedram Hosseini Pouya Pezeshkpour ... Niloofar Safi Samghabadi Mahsa Shafaei Saber Sheybani Ali Tazarv Yadollah Yaghoobzadeh 181 52 0 11 Dec 2020
How Can We Know When Language Models Know? On the Calibration of Language Models for Question AnsweringTransactions of the Association for Computational Linguistics (TACL), 2020 Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig UQCV 381 505 0 02 Dec 2020
XTQA: Span-Level Explanations of the Textbook Question AnsweringIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Jie Ma Q. Zheng Jun Liu Qingyu Yin Jianlong Zhou Y. Huang 150 17 0 25 Nov 2020
What do we expect from Multiple-choice QA Systems?Findings (Findings), 2020 Krunal Shah Nitish Gupta Dan Roth AAML 121 14 0 20 Nov 2020
NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing Tasks Rajkumar Ramamurthy R. Sifa Christian Bauckhage 161 5 0 16 Nov 2020
Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning Yufan Jiang Shuangzhi Wu Jing Gong Yahui Cheng Peng Meng Weiliang Lin Zhibo Chen Mu Li FaML 194 11 0 06 Nov 2020
EXAMS: A Multi-Subject High School Examinations Dataset for Cross-Lingual and Multilingual Question Answering Momchil Hardalov Todor Mihaylov Dimitrina Zlatkova Yoan Dinkov Ivan Koychev Preslav Nakov AI4Ed ELM 558 70 0 05 Nov 2020

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Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Papers citing "Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge"