QASC: A Dataset for Question Answering via Sentence Composition

25 October 2019

Tushar Khot

Peter Clark

Michal Guerquin

Peter Alexander Jansen

Ashish Sabharwal

CoGe

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Papers citing "QASC: A Dataset for Question Answering via Sentence Composition"

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Semantic Sentence Composition Reasoning for Multi-Hop Question Answering Qianglong Chen LRM 16 2 0 01 Mar 2022
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? Sewon Min Xinxi Lyu Ari Holtzman Mikel Artetxe M. Lewis Hannaneh Hajishirzi Luke Zettlemoyer LLMAG LRM 73 1,403 0 25 Feb 2022
UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training Daniel Khashabi Yeganeh Kordi Hannaneh Hajishirzi 25 66 0 23 Feb 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 30 43 0 18 Dec 2021
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts Shane Storks Qiaozi Gao Aishwarya N. Reganti Govind Thattai 30 1 0 17 Dec 2021
Reasoning Chain Based Adversarial Attack for Multi-hop Question Answering Jiayu Ding Siyuan Wang Qin Chen Zhongyu Wei AAML OOD LRM 10 4 0 17 Dec 2021
Classification of Goods Using Text Descriptions With Sentences Retrieval Eunji Lee Sundong Kim Sihyun Kim Sungwon Park M. Cha ... Suyoung Yang Yeonsoo Choi Sungdae Ji Minsoo Song Heeja Kim 9 6 0 02 Nov 2021
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 70 470 0 29 Oct 2021
Ranking Facts for Explaining Answers to Elementary Science Questions Jennifer D'Souza I. Mulang' Soeren Auer FAtt 21 0 0 18 Oct 2021
Hey AI, Can You Solve Complex Tasks by Talking to Agents? Tushar Khot Kyle Richardson Daniel Khashabi Ashish Sabharwal RALM LRM 20 14 0 16 Oct 2021
Generated Knowledge Prompting for Commonsense Reasoning Jiacheng Liu Alisa Liu Ximing Lu Sean Welleck Peter West Ronan Le Bras Yejin Choi Hannaneh Hajishirzi KELM RALM ReLM LLMAG LRM 48 312 0 15 Oct 2021
Exploring Universal Intrinsic Task Subspace via Prompt Tuning Yujia Qin Xiaozhi Wang Yusheng Su Yankai Lin Ning Ding ... Juanzi Li Lei Hou Peng Li Maosong Sun Jie Zhou VLM VPVLM 107 27 0 15 Oct 2021
Feudal Reinforcement Learning by Reading Manuals Kai Wang Zhonghao Wang Mo Yu Humphrey Shi OffRL 43 0 0 13 Oct 2021
GNN is a Counter? Revisiting GNN for Question Answering Kuan-Chieh Jackson Wang Yuyu Zhang Diyi Yang Le Song Tao Qin LMTD 29 30 0 07 Oct 2021
A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context Man Luo Shuguang Chen Chitta Baral 32 3 0 22 Sep 2021
Reframing Instructional Prompts to GPTk's Language Swaroop Mishra Daniel Khashabi Chitta Baral Yejin Choi Hannaneh Hajishirzi 36 214 0 16 Sep 2021
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings Peter Alexander Jansen Kelly Smith Dan Moreno Huitzilin Ortiz CoGe ReLM LRM 33 10 0 07 Sep 2021
Exploiting Reasoning Chains for Multi-hop Science Question Answering Weiwen Xu Yang Deng Huihui Zhang Deng Cai W. Lam LRM 19 21 0 07 Sep 2021
MuSiQue: Multihop Questions via Single-hop Question Composition H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal LRM 29 230 0 02 Aug 2021
Red Dragon AI at TextGraphs 2021 Shared Task: Multi-Hop Inference Explanation Regeneration by Matching Expert Ratings Sureshkumar Vivek Kalyan Sam Witteveen Martin Andrews 13 1 0 27 Jul 2021
Hybrid Autoregressive Inference for Scalable Multi-hop Explanation Regeneration Marco Valentino Mokanarangan Thayaparan Deborah Ferreira André Freitas 24 24 0 25 Jul 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments Peter Alexander Jansen LM&Ro 31 22 0 08 Jul 2021
On the Diversity and Limits of Human Explanations Chenhao Tan 19 31 0 22 Jun 2021
multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning Swarnadeep Saha Prateek Yadav Joey Tianyi Zhou ReLM LRM 24 26 0 02 Jun 2021
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction Minghan Shen Pratyay Banerjee Chitta Baral SSL 24 5 0 26 May 2021
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering Weiwen Xu Huihui Zhang Deng Cai Wai Lam 34 34 0 25 May 2021
Encoding Explanatory Knowledge for Zero-shot Science Question Answering Zili Zhou Marco Valentino Dónal Landers André Freitas 11 7 0 12 May 2021
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference Mokanarangan Thayaparan Marco Valentino Deborah Ferreira Julia Rozanova André Freitas 30 11 0 07 May 2021
Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards Marco Valentino Ian Pratt-Hartman André Freitas XAI LRM 21 12 0 05 May 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
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 270 33 0 18 Apr 2021
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning Aaron Chan Lyne Tchapmi Bo Long Soumya Sanyal Tanishq Gupta Xiang Ren ReLM LRM 29 11 0 18 Apr 2021
Cross-Task Generalization via Natural Language Crowdsourcing Instructions Swaroop Mishra Daniel Khashabi Chitta Baral Hannaneh Hajishirzi LRM 48 718 0 18 Apr 2021
ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning Swarnadeep Saha Prateek Yadav Lisa Bauer Joey Tianyi Zhou LRM 44 56 0 15 Apr 2021
Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing Sarah Wiegreffe Ana Marasović XAI 19 142 0 24 Feb 2021
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer Rafal Powalski Łukasz Borchmann Dawid Jurkiewicz Tomasz Dwojak Michal Pietruszka Gabriela Pałka ViT 36 157 0 18 Feb 2021
Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering Nan Shao Yiming Cui Ting Liu Shijin Wang Guoping Hu KELM 10 5 0 07 Feb 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 14 64 0 05 Feb 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 27 49 0 25 Jan 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 259 678 0 06 Jan 2021
Red Dragon AI at TextGraphs 2020 Shared Task: LIT : LSTM-Interleaved Transformer for Multi-Hop Explanation Ranking Yew Ken Chia Sam Witteveen Martin Andrews 17 4 0 28 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 31 410 0 02 Dec 2020
What do we expect from Multiple-choice QA Systems? Krunal Shah Nitish Gupta Dan Roth AAML 9 13 0 20 Nov 2020
NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing Tasks Rajkumar Ramamurthy R. Sifa Christian Bauckhage 21 5 0 16 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 41 50 0 05 Nov 2020
Learning Contextualized Knowledge Structures for Commonsense Reasoning Jun Yan Mrigank Raman Aaron Chan Tianyu Zhang Ryan Rossi Handong Zhao Sungchul Kim Nedim Lipka Xiang Ren 231 36 0 24 Oct 2020
Differentiable Open-Ended Commonsense Reasoning Bill Yuchen Lin Haitian Sun Bhuwan Dhingra Manzil Zaheer Xiang Ren William W. Cohen ReLM LRM 13 41 0 24 Oct 2020
Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering Harsh Jhamtani Peter Clark LRM 23 70 0 07 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 12 50 0 01 Oct 2020
Case-Based Abductive Natural Language Inference Marco Valentino Mokanarangan Thayaparan André Freitas 23 5 0 30 Sep 2020