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Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning

31 August 2019

Yejin Choi

Papers citing "Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning"

46 / 296 papers shown

Title
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 296 257 0 04 Jan 2021
REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement Yinya Huang Meng Fang Xunlin Zhan Qingxing Cao Xiaodan Liang Liang Lin 77 9 0 24 Dec 2020
Exploring and Analyzing Machine Commonsense Benchmarks Henrique M. Dinis Santos M. Gordon Zhicheng Liang Gretchen Forbush D. McGuinness 59 4 0 21 Dec 2020
A Benchmark Arabic Dataset for Commonsense Explanation Saja AL-Tawalbeh Mohammad Al-Smadi 68 2 0 18 Dec 2020
Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension Preslav Nakov Zhi Cui Jiayi Zhang Chen Wei Jianwei Cui Bin Wang Dongyan Zhao Rui Yan 85 15 0 14 Dec 2020
Reference Knowledgeable Network for Machine Reading Comprehension Yilin Zhao Zhuosheng Zhang Hai Zhao 67 5 0 07 Dec 2020
Natural Language Inference in Context -- Investigating Contextual Reasoning over Long Texts Hanmeng Liu Leyang Cui Jian Liu Yue Zhang ReLM LRM 83 44 0 10 Nov 2020
Deriving Commonsense Inference Tasks from Interactive Fictions Mo Yu Xiaoxiao Guo Yufei Feng Xiao-Dan Zhu Michael A. Greenspan Murray Campbell ReLM LRM 86 2 0 19 Oct 2020
Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning Lianhui Qin Vered Shwartz Peter West Chandra Bhagavatula Jena D. Hwang Ronan Le Bras Antoine Bosselut Yejin Choi OffRL LRM 184 80 0 12 Oct 2020
Uncertainty over Uncertainty: Investigating the Assumptions, Annotations, and Text Measurements of Economic Policy Uncertainty Katherine A. Keith Christoph Teichmann Brendan O'Connor Edgar Meij UQLM 62 8 0 09 Oct 2020
MOCHA: A Dataset for Training and Evaluating Generative Reading Comprehension Metrics Anthony Chen Gabriel Stanovsky Sameer Singh Matt Gardner 108 51 0 07 Oct 2020
Paragraph-level Commonsense Transformers with Recurrent Memory Saadia Gabriel Chandra Bhagavatula Vered Shwartz Ronan Le Bras Maxwell Forbes Yejin Choi LRM 112 41 0 04 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 113 49 0 01 Oct 2020
KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning Ye Liu Yao Wan Lifang He Hao Peng Philip S. Yu 151 189 0 26 Sep 2020
Looking Beyond Sentence-Level Natural Language Inference for Downstream Tasks Anshuman Mishra Dhruvesh Patel Aparna Vijayakumar Xiang Li Pavan Kapanipathi Kartik Talamadupula RALM 141 7 0 18 Sep 2020
Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge Kai Sun Dian Yu Jianshu Chen Dong Yu Claire Cardie 87 12 0 12 Sep 2020
Measuring Massive Multitask Language Understanding Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika Basel Alomair Jacob Steinhardt ELM RALM 555 4,587 0 07 Sep 2020
Is this sentence valid? An Arabic Dataset for Commonsense Validation Saja Khaled Tawalbeh Mohammad Al-Smadi 54 2 0 25 Aug 2020
On Commonsense Cues in BERT for Solving Commonsense Tasks Leyang Cui Sijie Cheng Yu Wu Yue Zhang SSL CML LRM 57 15 0 10 Aug 2020
Conversational Machine Comprehension: a Literature Review Somil Gupta Bhanu Pratap Singh Rawat Hong Yu 81 22 0 01 Jun 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic Riza Batista-Navarro ELM 88 18 0 29 May 2020
English Intermediate-Task Training Improves Zero-Shot Cross-Lingual Transfer Too Jason Phang Iacer Calixto Phu Mon Htut Yada Pruksachatkun Haokun Liu Clara Vania Katharina Kann Samuel R. Bowman LRM 89 66 0 26 May 2020
Adversarial Training for Commonsense Inference L. Pereira Xiaodong Liu Fei Cheng Masayuki Asahara Ichiro Kobayashi AAML 57 31 0 17 May 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 123 63 0 13 May 2020
Commonsense Evidence Generation and Injection in Reading Comprehension Ye Liu Tao Yang Zeyu You Wei Fan Philip S. Yu 87 14 0 11 May 2020
To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz Greg Burnham Akash Bharadwaj Owen Rambow Jennifer Chu-Carroll D. Ferrucci FaML 135 65 0 04 May 2020
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data Woojeong Jin Rahul Khanna Suji Kim Dong-Ho Lee Fred Morstatter Aram Galstyan Xiang Ren AI4TS 93 39 0 02 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 134 37 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 122 58 0 02 May 2020
Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering Peifeng Wang Nanyun Peng Filip Ilievski Pedro A. Szekely Xiang Ren 91 92 0 02 May 2020
Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work? Yada Pruksachatkun Jason Phang Haokun Liu Phu Mon Htut Xiaoyi Zhang Richard Yuanzhe Pang Clara Vania Katharina Kann Samuel R. Bowman CLL LRM 90 197 0 01 May 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 143 329 0 01 May 2020
AdapterFusion: Non-Destructive Task Composition for Transfer Learning Jonas Pfeiffer Aishwarya Kamath Andreas Rucklé Kyunghyun Cho Iryna Gurevych CLL MoMe 355 862 0 01 May 2020
Explaining Question Answering Models through Text Generation Veronica Latcinnik Jonathan Berant LRM 120 51 0 12 Apr 2020
Identifying Distributional Perspective Differences from Colingual Groups Yufei Tian Tuhin Chakrabarty Fred Morstatter Nanyun Peng 38 3 0 10 Apr 2020
Designing Precise and Robust Dialogue Response Evaluators Tianyu Zhao Divesh Lala Tatsuya Kawahara 87 53 0 10 Apr 2020
MuTual: A Dataset for Multi-Turn Dialogue Reasoning Leyang Cui Yu-Huan Wu Shujie Liu Yue Zhang Ming Zhou LRM 80 152 0 09 Apr 2020
Enhancing Review Comprehension with Domain-Specific Commonsense Aaron Traylor Chen Chen Behzad Golshan Xiaolan Wang Yuliang Li Yoshihiko Suhara Jinfeng Li Çağatay Demiralp W. Tan 28 1 0 06 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective Saku Sugawara Pontus Stenetorp Akiko Aizawa 54 2 0 04 Apr 2020
Natural Language QA Approaches using Reasoning with External Knowledge Chitta Baral Pratyay Banerjee Kuntal Kumar Pal Arindam Mitra LRM 58 5 0 06 Mar 2020
ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning Weihao Yu Zihang Jiang Yanfei Dong Jiashi Feng LRM 203 255 0 11 Feb 2020
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters Ruize Wang Duyu Tang Nan Duan Zhongyu Wei Xuanjing Huang Jianshu Ji Guihong Cao Daxin Jiang Ming Zhou KELM 183 557 0 05 Feb 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 133 86 0 06 Jan 2020
CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning Bill Yuchen Lin Wangchunshu Zhou Minghan Shen Pei Zhou Chandra Bhagavatula Yu Xing Xiang Ren LRM 110 16 0 09 Nov 2019
Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach Shiyang Li Jianshu Chen Dian Yu ReLM LRM 84 19 0 20 Sep 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 114 132 0 02 Apr 2019