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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Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning TransformersAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Wanjun Zhong Tingting Ma Jiahai Wang Jian Yin Tiejun Zhao Chin-Yew Lin Nan Duan LRM CoGe 158 4 0 20 Oct 2022
Deep Bidirectional Language-Knowledge Graph PretrainingNeural Information Processing Systems (NeurIPS), 2022 Michihiro Yasunaga Antoine Bosselut Hongyu Ren Xikun Zhang Christopher D. Manning Abigail Z. Jacobs J. Leskovec 248 240 0 17 Oct 2022
Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice PerspectiveConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ping Yang Junjie Wang Ruyi Gan Xinyu Zhu Lin Zhang Ziwei Wu Xinyu Gao Jiaxing Zhang Tetsuya Sakai BDL 137 29 0 16 Oct 2022
Task Compass: Scaling Multi-task Pre-training with Task PrefixConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhuosheng Zhang Shuohang Wang Yichong Xu Yuwei Fang Wenhao Yu Yang Liu Han Zhao Chenguang Zhu Michael Zeng SSL LRM 154 19 0 12 Oct 2022
EduQG: A Multi-format Multiple Choice Dataset for the Educational DomainIEEE Access (IEEE Access), 2022 Amir Hadifar Semere Kiros Bitew Johannes Deleu Chris Develder Thomas Demeester AI4Ed 141 23 0 12 Oct 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Hamish Ivison Skyler Hallinan Ximing Lu Pengfei He Sean Welleck Hannaneh Hajishirzi Yejin Choi RALM 230 62 0 06 Oct 2022
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot LearnersInternational Conference on Learning Representations (ICLR), 2022 Seonghyeon Ye Doyoung Kim Joel Jang Joongbo Shin Minjoon Seo FedML VLM UQCV LRM 371 25 0 06 Oct 2022
GLM-130B: An Open Bilingual Pre-trained ModelInternational Conference on Learning Representations (ICLR), 2022 Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng Zhang Yuxiao Dong Jie Tang BDL LRM 690 1,206 0 05 Oct 2022
Knowledge Unlearning for Mitigating Privacy Risks in Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Joel Jang Dongkeun Yoon Sohee Yang Sungmin Cha Moontae Lee Lajanugen Logeswaran Minjoon Seo KELM PILM MU 418 331 0 04 Oct 2022
Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts Joel Jang Seonghyeon Ye Minjoon Seo ELM LRM 231 77 0 26 Sep 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question AnsweringInternational Conference on Computational Linguistics (COLING), 2022 Chen Zheng Parisa Kordjamshidi 119 7 0 20 Sep 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question AnsweringNeural Information Processing Systems (NeurIPS), 2022 Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan ELM ReLM LRM 538 1,813 0 20 Sep 2022
Interactive Question Answering Systems: Literature ReviewACM Computing Surveys (ACM CSUR), 2022 Giovanni Maria Biancofiore Yashar Deldjoo Tommaso Di Noia E. Sciascio Fedelucio Narducci 351 36 0 04 Sep 2022
Faithful Reasoning Using Large Language Models Antonia Creswell Murray Shanahan ReLM LRM 166 137 0 30 Aug 2022
Going Beyond Approximation: Encoding Constraints for Explainable Multi-hop Inference via Differentiable Combinatorial Solvers Mokanarangan Thayaparan Marco Valentino André Freitas 136 0 0 05 Aug 2022
Few-shot Adaptation Works with UnpredicTable DataAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 390 6 0 01 Aug 2022
Rationale-Augmented Ensembles in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Denny Zhou ReLM LRM 219 135 0 02 Jul 2022
Modern Question Answering Datasets and Benchmarks: A Survey Zhen Wang 156 29 0 30 Jun 2022
Language Models are General-Purpose Interfaces Y. Hao Haoyu Song Li Dong Shaohan Huang Zewen Chi Wenhui Wang Shuming Ma Furu Wei MLLM 179 108 0 13 Jun 2022
CoSe-Co: Text Conditioned Generative CommonSense ContextualizerNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Rachit Bansal Milan Aggarwal S. Bhatia Jivat Neet Kaur Balaji Krishnamurthy 138 4 0 12 Jun 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-ExpertsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Qinyuan Ye Juan Zha Xiang Ren MoE 251 16 0 25 May 2022
UL2: Unifying Language Learning ParadigmsInternational Conference on Learning Representations (ICLR), 2022 Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 486 357 0 10 May 2022
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation Ruixin Hong Hongming Zhang Xintong Yu Changshui Zhang ReLM LRM 185 37 0 05 May 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 811 4,320 0 02 May 2022
Clues Before Answers: Generation-Enhanced Multiple-Choice QANorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Zixian Huang Ao Wu Jiaying Zhou Yu Gu Yue Zhao Gong Cheng 128 29 0 30 Apr 2022
GPT-NeoX-20B: An Open-Source Autoregressive Language Model Sid Black Stella Biderman Eric Hallahan Quentin G. Anthony Leo Gao ... Shivanshu Purohit Laria Reynolds J. Tow Benqi Wang Samuel Weinbach 330 938 0 14 Apr 2022
Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback Yuntao Bai Andy Jones Kamal Ndousse Amanda Askell Anna Chen ... Jack Clark Sam McCandlish C. Olah Benjamin Mann Jared Kaplan 817 3,418 0 12 Apr 2022
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization?International Conference on Machine Learning (ICML), 2022 Thomas Wang Adam Roberts Daniel Hesslow Teven Le Scao Hyung Won Chung Iz Beltagy Julien Launay Colin Raffel 262 211 0 12 Apr 2022
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Swaroop Mishra Arindam Mitra Neeraj Varshney Bhavdeep Singh Sachdeva Peter Clark Chitta Baral Ashwin Kalyan AIMat ReLM ELM LRM 224 121 0 12 Apr 2022
Metaethical Perspectives on 'Benchmarking' AI EthicsAI and Ethics (AE), 2022 Travis LaCroix A. Luccioni 99 10 0 11 Apr 2022
PaLM: Scaling Language Modeling with PathwaysJournal of machine learning research (JMLR), 2022 Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 1.2K 7,320 0 05 Apr 2022
REx: Data-Free Residual Quantization Error ExpansionNeural Information Processing Systems (NeurIPS), 2022 Edouard Yvinec Arnaud Dapgony Matthieu Cord Kévin Bailly MQ 310 9 0 28 Mar 2022
MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question AnsweringACM Conference on Health, Inference, and Learning (ACM CHIL), 2022 Ankit Pal Logesh Kumar Umapathi Malaikannan Sankarasubbu ELM LM&MA 381 504 0 27 Mar 2022
Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Ying Xu Dakuo Wang Mo Yu Daniel E. Ritchie Bingsheng Yao ... Xiaojuan Ma Diyi Yang Nanyun Peng Zhou Yu M. Warschauer AI4Ed 185 123 0 26 Mar 2022
Self-Consistency Improves Chain of Thought Reasoning in Language ModelsInternational Conference on Learning Representations (ICLR), 2022 Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 1.6K 5,319 0 21 Mar 2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical ReasoningFindings (Findings), 2022 Jiangjie Chen Rui Xu Ziquan Fu Wei Shi Zhongqiao Li Xinbo Zhang Changzhi Sun Lei Li Yanghua Xiao Hao Zhou ELM 126 46 0 16 Mar 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu LLMAG ReLM LRM 302 164 0 14 Mar 2022
ILDAE: Instance-Level Difficulty Analysis of Evaluation DataAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Neeraj Varshney Swaroop Mishra Chitta Baral 147 21 0 07 Mar 2022
Feeding What You Need by Understanding What You LearnedAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Xiaoqiang Wang Bang Liu Fangli Xu Bowei Long Siliang Tang Lingfei Wu 163 6 0 05 Mar 2022
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Sewon Min Xinxi Lyu Ari Holtzman Mikel Artetxe M. Lewis Hannaneh Hajishirzi Luke Zettlemoyer LLMAG LRM 480 1,779 0 25 Feb 2022
UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training Daniel Khashabi Yeganeh Kordi Hannaneh Hajishirzi 221 73 0 23 Feb 2022
ST-MoE: Designing Stable and Transferable Sparse Expert Models Barret Zoph Irwan Bello Sameer Kumar Nan Du Yanping Huang J. Dean Noam M. Shazeer W. Fedus MoE 374 292 0 17 Feb 2022
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the OceanInternational Conference on Information and Knowledge Management (CIKM), 2021 André F. A. Paschoal Paulo Pirozelli Valdinei Freire K. V. Delgado S. M. Peres ... Flávio Nakasato A. Oliveira A. Brandão A. H. R. Costa Fabio Gagliardi Cozman RALM 102 18 0 04 Feb 2022
Unified Question Generation with Continual Lifelong LearningThe Web Conference (WWW), 2022 Wei Yuan Hongzhi Yin Tieke He Tong Chen Qiufeng Wang Li-zhen Cui 207 11 0 24 Jan 2022
Leaf: Multiple-Choice Question GenerationEuropean Conference on Information Retrieval (ECIR), 2022 Kristiyan Vachev Momchil Hardalov Georgi Karadzhov Georgi Georgiev Ivan Koychev Preslav Nakov AI4Ed 220 28 0 22 Jan 2022
A Survey on non-English Question Answering Dataset Andrea Chandra Affandy Fahrizain Ibrahim Simon Willyanto Laufried 205 12 0 27 Dec 2021
An Inference Approach To Question Answering Over Knowledge Graphs Aayushee Gupta K. Annervaz Ambedkar Dukkipati Shubhashis Sengupta 85 0 0 21 Dec 2021
Few-shot Learning with Multilingual Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Xi Lin Todor Mihaylov Mikel Artetxe Tianlu Wang Shuohui Chen ... Luke Zettlemoyer Zornitsa Kozareva Mona T. Diab Ves Stoyanov Xian Li BDL ELM LRM 265 351 0 20 Dec 2021
ActKnow: Active External Knowledge Infusion Learning for Question Answering in Low Data Regime K. Annervaz Pritam Kumar Nath Ambedkar Dukkipati RALM 92 1 0 17 Dec 2021
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts Nan Du Yanping Huang Andrew M. Dai Simon Tong Dmitry Lepikhin ... Kun Zhang Quoc V. Le Yonghui Wu Zhiwen Chen Claire Cui ALM MoE 613 1,025 0 13 Dec 2021