DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension

1 February 2019

Dian Yu

Yejin Choi

Papers citing "DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension"

33 / 183 papers shown

Title
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 57 2 0 28 Aug 2020
A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics and Benchmark Datasets Chengchang Zeng Shaobo Li Qin Li Jie Hu Jianjun Hu 114 101 0 21 Jun 2020
New Vietnamese Corpus for Machine Reading Comprehension of Health News Articles Kiet Van Nguyen Tin Van Huynh Duc-Vu Nguyen A. Nguyen Ngan Luu-Thuy Nguyen 75 41 0 19 Jun 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 115 63 0 13 May 2020
A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction Yilin Niu Fangkai Jiao Mantong Zhou Ting Yao Jingfang Xu Minlie Huang SyDa 77 34 0 11 May 2020
Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering Vikas Yadav Steven Bethard Mihai Surdeanu RALM 119 51 0 04 May 2020
Cross-lingual Entity Alignment with Incidental Supervision Muhao Chen Weijia Shi Ben Zhou Dan Roth 78 2 0 01 May 2020
Knowledgeable Dialogue Reading Comprehension on Key Turns Junlong Li Zhuosheng Zhang Hai Zhao 71 1 0 29 Apr 2020
Dialogue-Based Relation Extraction Dian Yu Kai Sun Claire Cardie Dong Yu 66 135 0 17 Apr 2020
A Survey of Document Grounded Dialogue Systems (DGDS) Longxuan Ma Weinan Zhang Mingda Li Ting Liu 75 19 0 17 Apr 2020
CLUE: A Chinese Language Understanding Evaluation Benchmark Liang Xu Hai Hu Xuanwei Zhang Lu Li Chenjie Cao ... Cong Yue Xinrui Zhang Zhen-Yi Yang Kyle Richardson Zhenzhong Lan ELM 110 388 0 13 Apr 2020
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap Shuyang Gao Sanchit Agarwal Tagyoung Chung Di Jin Dilek Z. Hakkani-Tür 106 71 0 13 Apr 2020
Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure Jiaqi Li Ming Liu Min-Yen Kan Zihao Zheng Zekun Wang Wenqiang Lei Ting Liu Bing Qin 81 103 0 10 Apr 2020
MuTual: A Dataset for Multi-Turn Dialogue Reasoning Leyang Cui Yu-Huan Wu Shujie Liu Yue Zhang Ming Zhou LRM 67 152 0 09 Apr 2020
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering Changmao Li Jinho Choi 51 26 0 07 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective Saku Sugawara Pontus Stenetorp Akiko Aizawa 54 2 0 04 Apr 2020
Neuro-symbolic Architectures for Context Understanding A. Oltramari Jonathan M Francis C. Henson Kaixin Ma Ruwan Wickramarachchi NAI AI4CE 66 29 0 09 Mar 2020
Multi-task Learning with Multi-head Attention for Multi-choice Reading Comprehension H. Wan 122 13 0 26 Feb 2020
ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning Weihao Yu Zihang Jiang Yanfei Dong Jiashi Feng LRM 182 255 0 11 Feb 2020
DUMA: Reading Comprehension with Transposition Thinking Pengfei Zhu Hai Zhao Xiaoguang Li AI4CE 91 35 0 26 Jan 2020
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering Vikas Yadav Steven Bethard Mihai Surdeanu 141 77 0 17 Nov 2019
Design and Challenges of Cloze-Style Reading Comprehension Tasks on Multiparty Dialogue Changmao Li Tianhao Liu Jinho Choi 18 2 0 02 Nov 2019
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering Kaixin Ma Jonathan M Francis Quanyang Lu Eric Nyberg A. Oltramari NAI 85 90 0 30 Oct 2019
What does BERT Learn from Multiple-Choice Reading Comprehension Datasets? Chenglei Si Shuohang Wang Min-Yen Kan Jing Jiang 88 53 0 28 Oct 2019
MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension Di Jin Shuyang Gao Jiun-Yu Kao Tagyoung Chung Dilek Z. Hakkani-Tür 78 69 0 01 Oct 2019
Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach Shiyang Li Jianshu Chen Dian Yu ReLM LRM 77 19 0 20 Sep 2019
Finding Generalizable Evidence by Learning to Convince Q&A Models Ethan Perez Siddharth Karamcheti Rob Fergus Jason Weston Douwe Kiela Kyunghyun Cho RALM 84 38 0 12 Sep 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning Lifu Huang Ronan Le Bras Chandra Bhagavatula Yejin Choi AIMat RALM LRM 146 459 0 31 Aug 2019
Beyond English-Only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian Momchil Hardalov Ivan Koychev Preslav Nakov RALM 76 20 0 05 Aug 2019
Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension Kai Sun Dian Yu Dong Yu Claire Cardie 100 103 0 21 Apr 2019
Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches Shane Storks Qiaozi Gao J. Chai 100 132 0 02 Apr 2019
Evidence Sentence Extraction for Machine Reading Comprehension Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu David A. McAllester Dan Roth 74 56 0 23 Feb 2019
Improving Question Answering with External Knowledge Xiaoman Pan Kai Sun Dian Yu Jianshu Chen Heng Ji Claire Cardie Dong Yu KELM 101 66 0 03 Feb 2019