Title
Short Text Conversation Based on Deep Neural Network and Analysis on Evaluation Measures Hsiang-En Cherng Chia-Hui Chang 19 0 0 06 Jul 2019
Neural Machine Reading Comprehension: Methods and Trends Kaixuan Li Xiujuan Xian Sheng Zhang Jiafu Wang N. Yu FaML 79 13 0 02 Jul 2019
Weak Supervision Enhanced Generative Network for Question Generation Yutong Wang Jiyuan Zheng Qijiong Liu Zhou Zhao Jun Xiao Yueting Zhuang OOD 26 6 0 01 Jul 2019
Machine Reading Comprehension: a Literature Review Xin Zhang An Yang Sujian Li Yizhong Wang 91 33 0 30 Jun 2019
Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA Yichen Jiang Joey Tianyi Zhou AAML LRM 81 103 0 17 Jun 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 97 100 0 15 Jun 2019
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Yuan Yao Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 63 456 0 14 Jun 2019
Learning to Ask Unanswerable Questions for Machine Reading Comprehension Haichao Zhu Li Dong Furu Wei Wenhui Wang Bing Qin Ting Liu RALM 70 31 0 14 Jun 2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension Yichen Jiang Nitish Joshi Yen-Chun Chen Joey Tianyi Zhou RALM 73 39 0 12 Jun 2019
A Survey on Neural Machine Reading Comprehension Boyu Qiu Xu Chen Jungang Xu Yingfei Sun FaML AIMat 71 31 0 10 Jun 2019
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test Chujie Zheng Minlie Huang Aixin Sun 112 88 0 04 Jun 2019
Scene Text Visual Question Answering Ali Furkan Biten Rubèn Pérez Tito Andrés Mafla Lluís Gómez Marçal Rusiñol Ernest Valveny C. V. Jawahar Dimosthenis Karatzas 141 361 0 31 May 2019
MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension Alon Talmor Jonathan Berant 98 173 0 31 May 2019
DSReg: Using Distant Supervision as a Regularizer Yuxian Meng Muyu Li Xiaoya Li Wei Wu Jiwei Li 69 3 0 28 May 2019
Controlling Risk of Web Question Answering Lixin Su Jiafeng Guo Yixing Fan Yanyan Lan Xueqi Cheng 56 9 0 24 May 2019
BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions Christopher Clark Kenton Lee Ming-Wei Chang Tom Kwiatkowski Michael Collins Kristina Toutanova 357 1,562 0 24 May 2019
Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal Alex Long Joel Mason Alan Blair Wei Wang RALM 64 2 0 23 May 2019
ANTIQUE: A Non-Factoid Question Answering Benchmark Helia Hashemi Mohammad Aliannejadi Hamed Zamani W. Bruce Croft RALM HILM 83 84 0 22 May 2019
Recent Advances in Neural Question Generation Liangming Pan Wenqiang Lei Tat-Seng Chua Min-Yen Kan 66 120 0 22 May 2019
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction Kosuke Nishida Kyosuke Nishida Masaaki Nagata Atsushi Otsuka Itsumi Saito Hisako Asano J. Tomita RALM 66 102 0 21 May 2019
Passage Ranking with Weak Supervision Peng Xu Xiaofei Ma Ramesh Nallapati Bing Xiang 79 19 0 15 May 2019
Investigating the Successes and Failures of BERT for Passage Re-Ranking Harshith Padigela Hamed Zamani W. Bruce Croft 75 47 0 05 May 2019
Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension Kai Sun Dian Yu Dong Yu Claire Cardie 98 103 0 21 Apr 2019
Document Expansion by Query Prediction Rodrigo Nogueira Wei Yang Jimmy J. Lin Kyunghyun Cho 141 418 0 17 Apr 2019
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering Wei Yang Yuqing Xie Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM OOD 73 64 0 14 Apr 2019
Quizbowl: The Case for Incremental Question Answering Pedro Rodriguez Shi Feng Mohit Iyyer He He Jordan L. Boyd-Graber 67 50 0 09 Apr 2019
Frustratingly Poor Performance of Reading Comprehension Models on Non-adversarial Examples S. Parikh Ananya B. Sai Preksha Nema Mitesh M. Khapra AAML 54 0 0 04 Apr 2019
ElimiNet: A Model for Eliminating Options for Reading Comprehension with Multiple Choice Questions S. Parikh Ananya B. Sai Preksha Nema Mitesh M. Khapra 62 28 0 04 Apr 2019
BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis Hu Xu Bing-Quan Liu Lei Shu Philip S. Yu 94 700 0 03 Apr 2019
An Updated Duet Model for Passage Re-ranking Bhaskar Mitra Nick Craswell 61 49 0 18 Mar 2019
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring Zhengyuan Liu Jia Hui Hazel Lim Nur Farah Ain Binte Sahimi Shao Chuen Tong Sharon Ong ... M. Macdonald Savitha Ramasamy Pavitra Krishnaswamy W. Chow Nancy F. Chen 139 24 0 08 Mar 2019
Multi-Relational Question Answering from Narratives: Machine Reading and Reasoning in Simulated Worlds I. Labutov Bishan Yang Anusha Prakash A. Azaria 62 14 0 25 Feb 2019
End-to-End Open-Domain Question Answering with BERTserini Wei Yang Yuqing Xie Aileen Lin Xingyu Li Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM 126 496 0 05 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
DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension Kai Sun Dian Yu Jianshu Chen Dong Yu Yejin Choi Claire Cardie RALM AIMat 72 297 0 01 Feb 2019
Dual Co-Matching Network for Multi-choice Reading Comprehension Shuailiang Zhang Zhao Hai Yuwei Wu Zhuosheng Zhang Xi Zhou Xiaoping Zhou 102 131 0 27 Jan 2019
Product-Aware Answer Generation in E-Commerce Question-Answering Shen Gao Zhaochun Ren Yue Zhao Dongyan Zhao Dawei Yin Rui Yan 77 82 0 23 Jan 2019
Passage Re-ranking with BERT Rodrigo Nogueira Kyunghyun Cho OOD 128 1,099 0 13 Jan 2019
Multi-style Generative Reading Comprehension Kyosuke Nishida Itsumi Saito Kosuke Nishida Kazutoshi Shinoda Atsushi Otsuka Hisako Asano J. Tomita 78 71 0 08 Jan 2019
A Deep Cascade Model for Multi-Document Reading Comprehension Ming Yan Jiangnan Xia Chen Henry Wu Bin Bi Zhongzhou Zhao Ji Zhang Luo Si Rui Wang Wei Wang Haiqing Chen 81 51 0 28 Nov 2018
Compositional Language Understanding with Text-based Relational Reasoning Koustuv Sinha Shagun Sodhani William L. Hamilton Xin Dang NAI 40 3 0 07 Nov 2018
Effective Subword Segmentation for Text Comprehension Zhuosheng Zhang Antonio Lieto Kangwei Ling Jiangtong Li Z. Li Shexia He Guohong Fu 93 28 0 06 Nov 2018
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 172 1,754 0 02 Nov 2018
Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension Daesik Kim Seonhoon Kim Nojun Kwak 28 2 0 01 Nov 2018
Improving Machine Reading Comprehension with General Reading Strategies Kai Sun Dian Yu Dong Yu Claire Cardie AI4CE 87 116 0 31 Oct 2018
ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension Sheng Zhang Xiaodong Liu Jingjing Liu Jianfeng Gao Kevin Duh Benjamin Van Durme 83 314 0 30 Oct 2018
ReviewQA: a relational aspect-based opinion reading dataset Quentin Grail J. Perez RALM 48 4 0 29 Oct 2018
A Span-Extraction Dataset for Chinese Machine Reading Comprehension Yiming Cui Ting Liu Wanxiang Che Li Xiao Zhipeng Chen Wentao Ma Shijin Wang Guoping Hu 93 187 0 17 Oct 2018
A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC Mark Yatskar 93 97 0 27 Sep 2018
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 253 2,710 0 25 Sep 2018