ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning

11 February 2020

Weihao Yu

Papers citing "ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning"

50 / 159 papers shown

Title
Deep Manifold Learning for Reading Comprehension and Logical Reasoning Tasks with Polytuplet Loss Jeffrey Lu I. Rodriguez 19 0 0 03 Apr 2023
Natural Language Reasoning, A Survey Fei Yu Hongbo Zhang Prayag Tiwari Benyou Wang ReLM LRM 49 53 0 26 Mar 2023
Active Prompting with Chain-of-Thought for Large Language Models Shizhe Diao Pengcheng Wang Yong Lin Tong Zhang ReLM KELM LLMAG LRM 31 121 0 23 Feb 2023
Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering Xanh Ho A. Nguyen Saku Sugawara Akiko Aizawa LRM 44 7 0 12 Feb 2023
MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization Potsawee Manakul Adian Liusie Mark J. F. Gales HILM 13 35 0 28 Jan 2023
Knowing About Knowing: An Illusion of Human Competence Can Hinder Appropriate Reliance on AI Systems Gaole He L. Kuiper U. Gadiraju 23 56 0 25 Jan 2023
Unifying Structure Reasoning and Language Model Pre-training for Complex Reasoning Siyuan Wang Zhongyu Wei Jiarong Xu Taishan Li Zhihao Fan LRM 36 5 0 21 Jan 2023
tasksource: A Dataset Harmonization Framework for Streamlined NLP Multi-Task Learning and Evaluation Damien Sileo 14 10 0 14 Jan 2023
Mind Reasoning Manners: Enhancing Type Perception for Generalized Zero-shot Logical Reasoning over Text Fangzhi Xu Jun Liu Qika Lin Tianzhe Zhao Jian Zhang Lingling Zhang ReLM LRM 20 3 0 08 Jan 2023
Large Language Models are Better Reasoners with Self-Verification Yixuan Weng Minjun Zhu Fei Xia Bin Li Shizhu He Shengping Liu Bin Sun Kang Liu Jun Zhao ReLM LRM 20 195 0 19 Dec 2022
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning Soumya Sanyal Yichong Xu Shuohang Wang Ziyi Yang Reid Pryzant W. Yu Chenguang Zhu Xiang Ren ReLM LRM 35 8 0 19 Dec 2022
Which Shortcut Solution Do Question Answering Models Prefer to Learn? Kazutoshi Shinoda Saku Sugawara Akiko Aizawa 27 6 0 29 Nov 2022
World Knowledge in Multiple Choice Reading Comprehension Adian Liusie Vatsal Raina Mark J. F. Gales 24 7 0 13 Nov 2022
RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question Alireza Mohammadshahi Thomas Scialom Majid Yazdani Pouya Yanki Angela Fan James Henderson Marzieh Saeidi 31 20 0 02 Nov 2022
MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure Yinya Huang Hongming Zhang Ruixin Hong Xiaodan Liang Changshui Zhang Dong Yu LRM 62 7 0 22 Oct 2022
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers Wanjun Zhong Tingting Ma Jiahai Wang Jian Yin T. Zhao Chin-Yew Lin Nan Duan LRM CoGe 33 2 0 20 Oct 2022
EduQG: A Multi-format Multiple Choice Dataset for the Educational Domain Amir Hadifar Semere Kiros Bitew Johannes Deleu Chris Develder Thomas Demeester AI4Ed 35 18 0 12 Oct 2022
Multiple-Choice Question Generation: Towards an Automated Assessment Framework Vatsal Raina Mark J. F. Gales AI4Ed ELM 34 32 0 23 Sep 2022
ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots Yu-Chung Hsiao Fedir Zubach Maria Wang Jindong Chen Victor Carbune Jason Lin Maria Wang Yun Zhu Jindong Chen RALM 160 25 0 16 Sep 2022
FOLIO: Natural Language Reasoning with First-Order Logic Simeng Han Hailey Schoelkopf Yilun Zhao Zhenting Qi Martin Riddell ... Yingbo Zhou Caiming Xiong Rex Ying Arman Cohan Dragomir R. Radev ReLM LRM 39 93 0 02 Sep 2022
Discourse-Aware Graph Networks for Textual Logical Reasoning Yinya Huang Lemao Liu Kun Xu Meng Fang Liang Lin Xi Liang NAI 23 5 0 04 Jul 2022
Modern Question Answering Datasets and Benchmarks: A Survey Zhen Wang 39 23 0 30 Jun 2022
Making Large Language Models Better Reasoners with Step-Aware Verifier Yifei Li Zeqi Lin Shizhuo Zhang Qiang Fu B. Chen Jian-Guang Lou Weizhu Chen ReLM LRM 38 210 0 06 Jun 2022
RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning Soumya Sanyal Zeyi Liao Xiang Ren ELM ReLM LRM 61 20 0 25 May 2022
On the Paradox of Learning to Reason from Data Honghua Zhang Liunian Harold Li Tao Meng Kai-Wei Chang Mathias Niepert NAI ReLM OOD LRM 140 104 0 23 May 2022
Interpretable Proof Generation via Iterative Backward Reasoning Hanhao Qu Yu Cao Jun Gao Liang Ding Ruifeng Xu LRM 173 16 0 22 May 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training Xinyu Pi Wanjun Zhong Yan Gao Nan Duan Jian-Guang Lou NAI GAN LRM AI4CE 41 16 0 18 May 2022
Logiformer: A Two-Branch Graph Transformer Network for Interpretable Logical Reasoning Fangzhi Xu Jun Liu Qika Lin Yudai Pan Lingling Zhang 29 24 0 02 May 2022
Clues Before Answers: Generation-Enhanced Multiple-Choice QA Zixian Huang Ao Wu Jiaying Zhou Yu Gu Yue Zhao Gong Cheng 16 27 0 30 Apr 2022
Logically Consistent Adversarial Attacks for Soft Theorem Provers Alexander Gaskell Yishu Miao Lucia Specia Francesca Toni AAML 18 7 0 29 Apr 2022
elBERto: Self-supervised Commonsense Learning for Question Answering Xunlin Zhan Yuan Li Xiao Dong Xiaodan Liang Zhiting Hu Lawrence Carin SSL RALM LRM 24 7 0 17 Mar 2022
AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension Xiao Li Gong Cheng Ziheng Chen Yawei Sun Yuzhong Qu NAI AI4CE 12 18 0 16 Mar 2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning Jiangjie Chen Rui Xu Ziquan Fu Wei Shi Zhongqiao Li Xinbo Zhang Changzhi Sun Lei Li Yanghua Xiao Hao Zhou ELM 23 35 0 16 Mar 2022
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning Fangkai Jiao Yangyang Guo Xuemeng Song Liqiang Nie LRM 31 35 0 01 Mar 2022
UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training Daniel Khashabi Yeganeh Kordi Hannaneh Hajishirzi 19 66 0 23 Feb 2022
Reasoning Like Program Executors Xinyu Pi Qian Liu Bei Chen Morteza Ziyadi Zeqi Lin Qiang Fu Yan Gao Jian-Guang Lou Weizhu Chen ReLM LRM 251 52 0 27 Jan 2022
Commonsense-Focused Dialogues for Response Generation: An Empirical Study Pei Zhou Karthik Gopalakrishnan Behnam Hedayatnia Seokhwan Kim Jay Pujara Xiang Ren Yang Liu Dilek Z. Hakkani-Tür LRM 27 46 0 14 Sep 2021
From LSAT: The Progress and Challenges of Complex Reasoning Siyuan Wang Zhongkun Liu Wanjun Zhong Ming Zhou Zhongyu Wei Zhumin Chen Nan Duan ELM 30 42 0 02 Aug 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 27 163 0 27 Jul 2021
Fact-driven Logical Reasoning for Machine Reading Comprehension Siru Ouyang Zhuosheng Zhang Hai Zhao ReLM LRM 21 3 0 21 May 2021
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training Fangkai Jiao Yangyang Guo Yilin Niu Feng Ji Feng-Lin Li Liqiang Nie LRM 34 12 0 10 May 2021
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text Siyuan Wang Wanjun Zhong Duyu Tang Zhongyu Wei Zhihao Fan Daxin Jiang Ming Zhou Nan Duan NAI 31 70 0 08 May 2021
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 268 33 0 18 Apr 2021
AR-LSAT: Investigating Analytical Reasoning of Text Wanjun Zhong Siyuan Wang Duyu Tang Zenan Xu Daya Guo Jiahai Wang Jian Yin Ming Zhou Nan Duan ELM 27 40 0 14 Apr 2021
DAGN: Discourse-Aware Graph Network for Logical Reasoning Yinya Huang Meng Fang Yu Cao Liwei Wang Xiaodan Liang 24 57 0 26 Mar 2021
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models Shanshan Huang Kenny Q. Zhu 18 1 0 09 Feb 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 27 49 0 25 Jan 2021
Optimizing Deeper Transformers on Small Datasets Peng Xu Dhruv Kumar Wei Yang Wenjie Zi Keyi Tang Chenyang Huang Jackie C.K. Cheung S. Prince Yanshuai Cao AI4CE 24 68 0 30 Dec 2020
Learning by Fixing: Solving Math Word Problems with Weak Supervision Yining Hong Qing Li Daniel Ciao Siyuan Huang Song-Chun Zhu AIMat 11 60 0 19 Dec 2020
Natural Language Inference in Context -- Investigating Contextual Reasoning over Long Texts Hanmeng Liu Leyang Cui Jian Liu Yue Zhang ReLM LRM 25 42 0 10 Nov 2020