Title
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 169 679 0 21 Sep 2018
Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension Yichong Xu Xiaodong Liu Yelong Shen Jingjing Liu Jianfeng Gao 107 51 0 18 Sep 2018
Automatic Judgment Prediction via Legal Reading Comprehension Shangbang Long Cunchao Tu Zhiyuan Liu Maosong Sun AILaw ELM 122 89 0 18 Sep 2018
Explicit Utilization of General Knowledge in Machine Reading Comprehension Chao Wang Hui Jiang 57 4 0 10 Sep 2018
Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features Vrindavan Harrison M. Walker AIMat 61 50 0 07 Sep 2018
Dual Ask-Answer Network for Machine Reading Comprehension Hang Xiao Feng Wang Jianfeng Yan Jingyao Zheng 71 8 0 06 Sep 2018
RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes Semih Yagcioglu Aykut Erdem Erkut Erdem Nazli Ikizler-Cinbis CoGe 64 173 0 04 Sep 2018
Retrieve-and-Read: Multi-task Learning of Information Retrieval and Reading Comprehension Kyosuke Nishida Itsumi Saito Atsushi Otsuka Hisako Asano J. Tomita 60 51 0 31 Aug 2018
Towards a Better Metric for Evaluating Question Generation Systems Preksha Nema Mitesh M. Khapra 95 108 0 30 Aug 2018
Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering Jianmo Ni Chenguang Zhu Weizhu Chen Julian McAuley RALM 86 38 0 28 Aug 2018
What Makes Reading Comprehension Questions Easier? Saku Sugawara Kentaro Inui Satoshi Sekine Akiko Aizawa 84 119 0 28 Aug 2018
CoQA: A Conversational Question Answering Challenge Siva Reddy Danqi Chen Christopher D. Manning RALM HAI 125 1,213 0 21 Aug 2018
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 168 828 0 21 Aug 2018
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension Liang Wang Sujian Li Wei Zhao Kewei Shen Meng Sun Ruoyu Jia Jingming Liu 56 7 0 20 Aug 2018
Read + Verify: Machine Reading Comprehension with Unanswerable Questions Minghao Hu Furu Wei Yuxing Peng Zhen Huang Nan Yang Ming Zhou RALM FaML 78 156 0 17 Aug 2018
How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks Divyansh Kaushik Zachary Chase Lipton ELM 110 233 0 14 Aug 2018
The price of debiasing automatic metrics in natural language evaluation Arun Tejasvi Chaganty Stephen Mussmann Percy Liang 81 117 0 06 Jul 2018
Comparative Analysis of Neural QA models on SQuAD Soumya Wadhwa Khyathi Chandu Eric Nyberg ELM 60 13 0 18 Jun 2018
Focused Hierarchical RNNs for Conditional Sequence Processing Nan Rosemary Ke Konrad Zolna Alessandro Sordoni Zhouhan Lin Adam Trischler Yoshua Bengio Joelle Pineau Laurent Charlin C. Pal AIMat 58 25 0 12 Jun 2018
A Co-Matching Model for Multi-choice Reading Comprehension Shuohang Wang Mo Yu Shiyu Chang Jing Jiang 67 92 0 11 Jun 2018
Prosody Modifications for Question-Answering in Voice-Only Settings A. Chuklin Aliaksei Severyn Johanne Trippas Enrique Alfonseca Hanna Silén Damiano Spina 95 11 0 11 Jun 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 318 2,858 0 11 Jun 2018
Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task An Yang Kai-Chun Liu Jing Liu Yajuan Lyu Sujian Li 31 42 0 10 Jun 2018
DRCD: a Chinese Machine Reading Comprehension Dataset C. Shao Trois Liu Yuting Lai Yiying Tseng Sam S. Tsai 92 128 0 04 Jun 2018
Joint Training of Candidate Extraction and Answer Selection for Reading Comprehension Zhen Wang Jiachen Liu Xinyan Xiao Yajuan Lyu Tian Wu 81 38 0 16 May 2018
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification Yizhong Wang Kai-Chun Liu Jing Liu W. He Yajuan Lyu Hua Wu Sujian Li Haifeng Wang 88 117 0 06 May 2018
Weaver: Deep Co-Encoding of Questions and Documents for Machine Reading Martin Raison Pierre-Emmanuel Mazaré Rajarshi Das Antoine Bordes RALM 72 20 0 27 Apr 2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension Amrita Saha Rahul Aralikatte Mitesh M. Khapra Karthik Sankaranarayanan 88 197 0 21 Apr 2018
CliCR: A Dataset of Clinical Case Reports for Machine Reading Comprehension Simon Suster Walter Daelemans 84 89 0 26 Mar 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 108 591 0 18 Mar 2018
Medical Exam Question Answering with Large-scale Reading Comprehension Xiao Zhang Ji Wu Zhiyang He Xien Liu Ying Su 69 67 0 28 Feb 2018
Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph Amrita Saha Vardaan Pahuja Mitesh M. Khapra Karthik Sankaranarayanan A. Chandar 91 201 0 31 Jan 2018
Assertion-based QA with Question-Aware Open Information Extraction Zhao Yan Duyu Tang Nan Duan Shujie Liu Wendi Wang Daxin Jiang M. Zhou Zhoujun Li 56 19 0 23 Jan 2018
MilkQA: a Dataset of Consumer Questions for the Task of Answer Selection Marcelo Criscuolo E. Fonseca S. Aluísio Ana Carolina Sperança-Criscuolo 18 4 0 10 Jan 2018
The NarrativeQA Reading Comprehension Challenge Tomás Kociský Jonathan Richard Schwarz Phil Blunsom Chris Dyer Karl Moritz Hermann Gábor Melis Edward Grefenstette 146 789 0 19 Dec 2017
Contextualized Word Representations for Reading Comprehension Shimi Salant Jonathan Berant 86 41 0 10 Dec 2017
Stochastic Answer Networks for Machine Reading Comprehension Xiaodong Liu Yelong Shen Kevin Duh Jianfeng Gao RALM 77 198 0 10 Dec 2017
A Generative Approach to Question Answering Rajarshee Mitra 70 5 0 16 Nov 2017
Crowdsourcing Question-Answer Meaning Representations Julian Michael Gabriel Stanovsky Luheng He Ido Dagan Luke Zettlemoyer 134 78 0 16 Nov 2017
DuReader: a Chinese Machine Reading Comprehension Dataset from Real-world Applications Wei He Kai Liu Jing Liu Yajuan Lyu Shiqi Zhao ... Hua Wu Qiaoqiao She Xuan Liu Tian Wu Haifeng Wang RALM 94 279 0 14 Nov 2017
Dynamic Fusion Networks for Machine Reading Comprehension Yichong Xu Jingjing Liu Jianfeng Gao Yelong Shen Xiaodong Liu AIMat AI4CE 75 29 0 14 Nov 2017
An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks Yelong Shen Xiaodong Liu Kevin Duh Jianfeng Gao LRM 67 12 0 09 Nov 2017
Large-scale Cloze Test Dataset Created by Teachers Qizhe Xie Guokun Lai Zihang Dai Eduard H. Hovy ELM 72 75 0 09 Nov 2017
Simple and Effective Multi-Paragraph Reading Comprehension Christopher Clark Matt Gardner RALM 113 459 0 29 Oct 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 132 514 0 17 Oct 2017
Learning to Rank Question-Answer Pairs using Hierarchical Recurrent Encoder with Latent Topic Clustering Seunghyun Yoon Joongbo Shin Kyomin Jung BDL 104 34 0 10 Oct 2017
Smarnet: Teaching Machines to Read and Comprehend Like Human Zheqian Chen Rongqin Yang Bin Cao Zhou Zhao Deng Cai Xiaofei He 96 22 0 08 Oct 2017
Globally Normalized Reader Jonathan Raiman John Miller 132 36 0 08 Sep 2017
A Deep Reinforcement Learning Chatbot Iulian Serban Chinnadhurai Sankar M. Germain Saizheng Zhang Zhouhan Lin ... Dendi Suhubdy Vincent Michalski A. Nguyen Joelle Pineau Yoshua Bengio 106 237 0 07 Sep 2017
A Unified Query-based Generative Model for Question Generation and Question Answering Linfeng Song Zhiguo Wang Wael Hamza 110 48 0 04 Sep 2017