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
Prompting with Pseudo-Code Instructions Mayank Mishra Praveen Venkateswaran Riyaz Ahmad Bhat V. Rudramurthy Danish Contractor Srikanth G. Tamilselvam 107 14 0 19 May 2023
IMAD: IMage-Augmented multi-modal Dialogue Viktor Moskvoretskii Anton Frolov Denis Kuznetsov 78 5 0 17 May 2023
Pre-Training to Learn in Context Yuxian Gu Li Dong Furu Wei Minlie Huang CLIP LRM ReLM 167 38 0 16 May 2023
Coreference-aware Double-channel Attention Network for Multi-party Dialogue Reading Comprehension Yanling Li Bowei Zou Yifan Fan Mengxing Dong Yu Hong 76 4 0 15 May 2023
Long-Tailed Question Answering in an Open World Yinpei Dai Hao Lang Yinhe Zheng Fei Huang Yongbin Li VLM 76 9 0 11 May 2023
Domain Incremental Lifelong Learning in an Open World Yinpei Dai Hao Lang Yinhe Zheng Yu Bowen Fei Huang Yongbin Li CLL 70 5 0 11 May 2023
Toward Adversarial Training on Contextualized Language Representation Hongqiu Wu Yang Liu Han Shi Haizhen Zhao Hao Fei AAML 54 14 0 08 May 2023
DISTO: Evaluating Textual Distractors for Multi-Choice Questions using Negative Sampling based Approach Bilal Ghanem Alona Fyshe 54 4 0 10 Apr 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? Chengwei Qin Q. Li Ruochen Zhao Shafiq Joty VLM LRM 91 15 0 16 Feb 2023
Commonsense Reasoning for Conversational AI: A Survey of the State of the Art Christopher Richardson Larry Heck LRM 68 8 0 15 Feb 2023
Exploring the Benefits of Training Expert Language Models over Instruction Tuning Joel Jang Seungone Kim Seonghyeon Ye Doyoung Kim Lajanugen Logeswaran Moontae Lee Kyungjae Lee Minjoon Seo LRM ALM 132 83 0 07 Feb 2023
STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension Borui Wang Chengcheng Feng Arjun Nair Madelyn Mao Jai Desai Asli Celikyilmaz Haoran Li Yashar Mehdad Dragomir R. Radev 83 1 0 24 Dec 2022
ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models Dheeraj Mekala Jason Wolfe Subhro Roy 100 9 0 21 Dec 2022
A Survey of Deep Learning for Mathematical Reasoning Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang ReLM LRM 133 150 0 20 Dec 2022
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization Yu Li Baolin Peng Pengcheng He Michel Galley Zhou Yu Jianfeng Gao 83 8 0 20 Dec 2022
Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension Xiao Zhang Heyan Huang Zewen Chi Xian-Ling Mao 71 1 0 19 Dec 2022
Graph Neural Network based Child Activity Recognition Sanka Mohottala Pradeepa Samarasinghe D. Kasthurirathna Charith Abhayaratne BDL GNN 71 6 0 18 Dec 2022
ALERT: Adapting Language Models to Reasoning Tasks Ping Yu Tianlu Wang O. Yu. Golovneva Badr AlKhamissi Siddharth Verma Zhijing Jin Gargi Ghosh Mona T. Diab Asli Celikyilmaz ReLM LRM 85 19 0 16 Dec 2022
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader Weiwen Xu Xin Li Wenxuan Zhang Meng Zhou W. Lam Luo Si Lidong Bing 88 2 0 09 Dec 2022
VASR: Visual Analogies of Situation Recognition Yonatan Bitton Ron Yosef Eli Strugo Dafna Shahaf Roy Schwartz Gabriel Stanovsky 103 21 0 08 Dec 2022
In-sample Curriculum Learning by Sequence Completion for Natural Language Generation Qi Jia Yizhu Liu Haifeng Tang Kenny Q. Zhu ELM SyDa LRM 70 4 0 21 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 94 20 0 02 Nov 2022
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models Xiaoman Pan Wenlin Yao Hongming Zhang Dian Yu Dong Yu Jianshu Chen KELM 296 25 0 28 Oct 2022
Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension JiangNan Li Mo Yu Fandong Meng Zheng Lin Peng Fu Weiping Wang Jie Zhou 62 1 0 26 Oct 2022
Leveraging Large Language Models for Multiple Choice Question Answering Joshua Robinson Christopher Rytting David Wingate ELM 246 200 0 22 Oct 2022
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers Wanjun Zhong Tingting Ma Jiahai Wang Jian Yin Tiejun Zhao Chin-Yew Lin Nan Duan LRM CoGe 79 2 0 20 Oct 2022
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning Hongqiu Wu Ruixue Ding Haizhen Zhao Boli Chen Pengjun Xie Fei Huang Min Zhang MoMe 102 8 0 19 Oct 2022
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions Mo Yu Yi Gu Xiaoxiao Guo Yufei Feng Xiao-Dan Zhu Michael A. Greenspan Murray Campbell Chuang Gan LRM 89 0 0 18 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 80 8 0 18 Oct 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization Yuxian Gu Pei Ke Xiaoyan Zhu Minlie Huang ALM 85 17 0 17 Oct 2022
Zero-Shot Learners for Natural Language Understanding via a Unified Multiple Choice Perspective Ping Yang Junjie Wang Ruyi Gan Xinyu Zhu Lin Zhang Ziwei Wu Xinyu Gao Jiaxing Zhang Tetsuya Sakai BDL 71 26 0 16 Oct 2022
Towards End-to-End Open Conversational Machine Reading Sizhe Zhou Siru Ouyang Zhuosheng Zhang AI Institute LRM 66 2 0 13 Oct 2022
Task Compass: Scaling Multi-task Pre-training with Task Prefix Zhuosheng Zhang Shuohang Wang Yichong Xu Yuwei Fang Wenhao Yu Yang Liu Han Zhao Chenguang Zhu Michael Zeng SSL LRM 70 16 0 12 Oct 2022
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners Seonghyeon Ye Doyoung Kim Joel Jang Joongbo Shin Minjoon Seo FedML VLM UQCV LRM 113 25 0 06 Oct 2022
Multiview Contextual Commonsense Inference: A New Dataset and Task Siqi Shen Deepanway Ghosal Navonil Majumder Henry Lim Rada Mihalcea Soujanya Poria LRM 74 12 0 06 Oct 2022
U3E: Unsupervised and Erasure-based Evidence Extraction for Machine Reading Comprehension Suzhe He Shumin Shi Chenghao Wu 66 0 0 06 Oct 2022
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks Zhenhailong Wang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen Heng Ji VLM 109 10 0 01 Oct 2022
Using contradictions improves question answering systems Étienne Fortier-Dubois Domenic Rosati 95 0 0 28 Sep 2022
ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension Xiao Zhang Heyan Huang Zewen Chi Xian-Ling Mao LRM 84 2 0 23 Sep 2022
A Survey on Measuring and Mitigating Reasoning Shortcuts in Machine Reading Comprehension Xanh Ho Johannes Mario Meissner Saku Sugawara Akiko Aizawa OffRL 92 4 0 05 Sep 2022
Continuous QA Learning with Structured Prompts Yinhe Zheng CLL 108 1 0 31 Aug 2022
Improving Task Generalization via Unified Schema Prompt Wanjun Zhong Yifan Gao Ning Ding Zhiyuan Liu Ming Zhou Jiahai Wang Jian Yin Nan Duan 84 8 0 05 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 95 5 0 01 Aug 2022
Adversarial Self-Attention for Language Understanding Hongqiu Wu Ruixue Ding Hai Zhao Pengjun Xie Fei Huang Min Zhang 83 12 0 25 Jun 2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 120 24 0 24 Jun 2022
Domain-specific Language Pre-training for Dialogue Comprehension on Clinical Inquiry-Answering Conversations Zhengyuan Liu Pavitra Krishnaswamy Nancy F. Chen LM&MA 43 1 0 06 Jun 2022
You Need to Read Again: Multi-granularity Perception Network for Moment Retrieval in Videos Xin Sun Xinyu Wang Jialin Gao Qiong Liu Xiaoping Zhou 96 34 0 25 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 82 14 0 25 May 2022
DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning Zhi Chen Jijia Bao Lu Chen Yuncong Liu Da Ma ... Xinhsuai Dong Fujiang Ge Qingliang Miao Jian-Guang Lou Kai Yu ALM AI4CE 88 3 0 25 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 87 16 0 18 May 2022