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"

50 / 183 papers shown

Title
ProQA: Structural Prompt-based Pre-training for Unified Question Answering Wanjun Zhong Yifan Gao Ning Ding Yujia Qin Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan 83 34 0 09 May 2022
SmartSales: Sales Script Extraction and Analysis from Sales Chatlog Hua Liang Tianyu Liu Peiyi Wang Meng-Liang Rao Yunbo Cao 59 2 0 19 Apr 2022
Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling Yiyang Li Hai Zhao Zhuosheng Zhang 57 11 0 18 Apr 2022
Towards Fine-grained Causal Reasoning and QA Linyi Yang Zhen Wang Yuxiang Wu Jie Yang Yue Zhang 88 16 0 15 Apr 2022
Lite Unified Modeling for Discriminative Reading Comprehension Yilin Zhao Hai Zhao Libin Shen Yinggong Zhao 86 2 0 26 Mar 2022
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues Deepanway Ghosal Siqi Shen Navonil Majumder Rada Mihalcea Soujanya Poria 105 54 0 25 Mar 2022
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension Chao Zhao Wenlin Yao Dian Yu Kaiqiang Song Dong Yu Jianshu Chen 57 6 0 19 Mar 2022
MERIt: Meta-Path Guided Contrastive Learning for Logical Reasoning Fangkai Jiao Yangyang Guo Xuemeng Song Liqiang Nie LRM 61 37 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 196 1,506 0 25 Feb 2022
UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training Daniel Khashabi Yeganeh Kordi Hannaneh Hajishirzi 107 67 0 23 Feb 2022
Native Chinese Reader: A Dataset Towards Native-Level Chinese Machine Reading Comprehension Shusheng Xu Yichen Liu Xiaoyuan Yi Siyuan Zhou Huizi Li Yi Wu ELM 61 3 0 13 Dec 2021
CoMPS: Continual Meta Policy Search Glen Berseth Zhiwei Zhang Grace Zhang Chelsea Finn Sergey Levine CLL OffRL 94 15 0 08 Dec 2021
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue Leonard Adolphs Kurt Shuster Jack Urbanek Arthur Szlam Jason Weston KELM LRM 252 41 0 09 Nov 2021
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 251 493 0 29 Oct 2021
Structural Characterization for Dialogue Disentanglement Xinbei Ma Zhuosheng Zhang Hai Zhao 73 16 0 15 Oct 2021
Relation-aware Video Reading Comprehension for Temporal Language Grounding Jialin Gao Xin Sun Mengmeng Xu Xi Zhou Guohao Li 96 48 0 12 Oct 2021
Advances in Multi-turn Dialogue Comprehension: A Survey Zhuosheng Zhang Hai Zhao 101 21 0 11 Oct 2021
Multi-tasking Dialogue Comprehension with Discourse Parsing Yuchen He Zhuosheng Zhang Hai Zhao 79 20 0 07 Oct 2021
Context-guided Triple Matching for Multiple Choice Question Answering Xun Yao Junlong Ma Xinrong Hu Junping Liu Jie Yang Wanqing Li 61 2 0 27 Sep 2021
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset Qiyuan Zhang Lei Wang S. Yu Shuohang Wang Yang Wang Jing Jiang Ee-Peng Lim AIMat 98 17 0 22 Sep 2021
Extract, Integrate, Compete: Towards Verification Style Reading Comprehension Chen Zhang Yuxuan Lai Yansong Feng Dongyan Zhao 36 7 0 11 Sep 2021
Zero-Shot Dialogue State Tracking via Cross-Task Transfer Zhaojiang Lin Bing-Quan Liu Andrea Madotto Seungwhan Moon Paul A. Crook ... Zhiguang Wang Zhou Yu Eunjoon Cho R. Subba Pascale Fung 90 74 0 10 Sep 2021
Enhanced Speaker-aware Multi-party Multi-turn Dialogue Comprehension Xinbei Ma Zhuosheng Zhang Hai Zhao 100 26 0 09 Sep 2021
Self- and Pseudo-self-supervised Prediction of Speaker and Key-utterance for Multi-party Dialogue Reading Comprehension Yiyang Li Hai Zhao 73 24 0 08 Sep 2021
Smoothing Dialogue States for Open Conversational Machine Reading Zhuosheng Zhang Siru Ouyang Hai Zhao Masao Utiyama Eiichiro Sumita 80 6 0 28 Aug 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 135 168 0 27 Jul 2021
Continuity of Topic, Interaction, and Query: Learning to Quote in Online Conversations Lingzhi Wang Jing Li Xingshan Zeng Haisong Zhang Kam-Fai Wong 75 13 0 18 Jun 2021
CIDER: Commonsense Inference for Dialogue Explanation and Reasoning Deepanway Ghosal Pengfei Hong Siqi Shen Navonil Majumder Rada Mihalcea Soujanya Poria 86 23 0 01 Jun 2021
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation Sungdong Kim Minsuk Chang Sang-Woo Lee 117 19 0 30 May 2021
NEUer at SemEval-2021 Task 4: Complete Summary Representation by Filling Answers into Question for Matching Reading Comprehension Zhixiang Chen Yikun Lei Pai Liu G. Guo 133 0 0 25 May 2021
Structural Pre-training for Dialogue Comprehension Zhuosheng Zhang Hai Zhao 94 31 0 23 May 2021
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset Yulong Chen Yang Liu Liang Chen Yue Zhang 175 236 0 14 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 69 12 0 10 May 2021
DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension Jiaqi Li Ming-Yuan Liu Zihao Zheng Heng Zhang Bing Qin Min-Yen Kan Ting Liu 176 33 0 26 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 304 185 0 18 Apr 2021
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues Hung Le Nancy F. Chen Guosheng Lin 61 14 0 01 Mar 2021
Multi-turn Dialogue Reading Comprehension with Pivot Turns and Knowledge Zhuosheng Zhang Junlong Li Hai Zhao 79 24 0 10 Feb 2021
Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data Dian Yu Kai Sun Dong Yu Claire Cardie 64 7 0 01 Feb 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 88 49 0 25 Jan 2021
Few Shot Dialogue State Tracking using Meta-learning Saket Dingliwal Bill Gao Sanchit Agarwal Chien-Wei Lin Tagyoung Chung Dilek Z. Hakkani-Tür OffRL 135 21 0 17 Jan 2021
Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration Weiyan Shi Yu Li Saurav Sahay Zhou Yu OffRL 184 29 0 31 Dec 2020
Robust Dialogue Utterance Rewriting as Sequence Tagging Jie Hao Linfeng Song Liwei Wang Kun Xu Zhaopeng Tu Dong Yu 49 6 0 29 Dec 2020
Reference Knowledgeable Network for Machine Reading Comprehension Yilin Zhao Zhuosheng Zhang Hai Zhao 67 5 0 07 Dec 2020
Unsupervised Explanation Generation for Machine Reading Comprehension Yiming Cui Ting Liu Shijin Wang Guoping Hu LRM 33 3 0 13 Nov 2020
Natural Language Inference in Context -- Investigating Contextual Reasoning over Long Texts Hanmeng Liu Leyang Cui Jian Liu Yue Zhang ReLM LRM 78 44 0 10 Nov 2020
Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning Yufan Jiang Shuangzhi Wu Jing Gong Yahui Cheng Peng Meng Weiliang Lin Zhibo Chen Mu Li FaML 64 11 0 06 Nov 2020
Counterfactual Variable Control for Robust and Interpretable Question Answering S. Yu Yulei Niu Shuohang Wang Jing Jiang Qianru Sun AAML OOD 93 9 0 12 Oct 2020
A Vietnamese Dataset for Evaluating Machine Reading Comprehension Kiet Van Nguyen Duc-Vu Nguyen A. Nguyen Ngan Luu-Thuy Nguyen 106 58 0 30 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 85 12 0 12 Sep 2020