Title
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 33 818 0 21 Aug 2018
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension Liang Wang Sujian Li Wei-Ye Zhao Kewei Shen Meng Sun Ruoyu Jia Jingming Liu 20 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 30 156 0 17 Aug 2018
How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks Divyansh Kaushik Zachary Chase Lipton ELM 28 231 0 14 Aug 2018
The price of debiasing automatic metrics in natural language evaluation Arun Tejasvi Chaganty Stephen Mussmann Percy Liang 16 113 0 06 Jul 2018
Comparative Analysis of Neural QA models on SQuAD Soumya Wadhwa Khyathi Raghavi Chandu Eric Nyberg ELM 19 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 19 25 0 12 Jun 2018
A Co-Matching Model for Multi-choice Reading Comprehension Shuohang Wang Mo Yu Shiyu Chang Jing Jiang 22 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 45 11 0 11 Jun 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 52 2,790 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 6 40 0 10 Jun 2018
DRCD: a Chinese Machine Reading Comprehension Dataset C. Shao Trois Liu Yuting Lai Yiying Tseng Sam S. Tsai 22 127 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 27 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 23 117 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 28 19 0 27 Apr 2018
DuoRC: Towards Complex Language Understanding with Paraphrased Reading Comprehension Amrita Saha Rahul Aralikatte Mitesh M. Khapra Karthik Sankaranarayanan 26 194 0 21 Apr 2018
CliCR: A Dataset of Clinical Case Reports for Machine Reading Comprehension Simon Suster Walter Daelemans 27 88 0 26 Mar 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 27 558 0 18 Mar 2018
Medical Exam Question Answering with Large-scale Reading Comprehension Xiao Zhang Ji Wu Zhiyang He Xien Liu Ying Su 14 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 24 197 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 16 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 11 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 28 743 0 19 Dec 2017
Contextualized Word Representations for Reading Comprehension Shimi Salant Jonathan Berant 25 41 0 10 Dec 2017
Stochastic Answer Networks for Machine Reading Comprehension Xiaodong Liu Yelong Shen Kevin Duh Jianfeng Gao RALM 8 197 0 10 Dec 2017
A Generative Approach to Question Answering Rajarshee Mitra 21 5 0 16 Nov 2017
Crowdsourcing Question-Answer Meaning Representations Julian Michael Gabriel Stanovsky Luheng He Ido Dagan Luke Zettlemoyer 24 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 36 274 0 14 Nov 2017
Dynamic Fusion Networks for Machine Reading Comprehension Yichong Xu Jingjing Liu Jianfeng Gao Yelong Shen Xiaodong Liu AIMat AI4CE 47 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 16 12 0 09 Nov 2017
Large-scale Cloze Test Dataset Created by Teachers Qizhe Xie Guokun Lai Zihang Dai Eduard H. Hovy ELM 30 73 0 09 Nov 2017
Simple and Effective Multi-Paragraph Reading Comprehension Christopher Clark Matt Gardner RALM 18 454 0 29 Oct 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 44 508 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 22 33 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 30 21 0 08 Oct 2017
Globally Normalized Reader Jonathan Raiman John Miller 27 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 28 234 0 07 Sep 2017
A Unified Query-based Generative Model for Question Generation and Question Answering Linfeng Song Zhiguo Wang Wael Hamza 31 48 0 04 Sep 2017
R $^3$ : Reinforced Reader-Ranker for Open-Domain Question Answering Shuohang Wang Mo Yu Xiaoxiao Guo Zhiguo Wang Tim Klinger Wei Zhang Shiyu Chang Gerald Tesauro Bowen Zhou Jing Jiang RALM 18 64 0 31 Aug 2017
Crowdsourcing Multiple Choice Science Questions Johannes Welbl Nelson F. Liu Matt Gardner AI4Ed 11 462 0 19 Jul 2017
Quasar: Datasets for Question Answering by Search and Reading Bhuwan Dhingra Kathryn Mazaitis William W. Cohen RALM 13 180 0 12 Jul 2017
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension David Golub Po-Sen Huang Xiaodong He Li Deng 14 55 0 29 Jun 2017
S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension Chuanqi Tan Furu Wei Nan Yang Bowen Du Weifeng Lv M. Zhou RALM 20 92 0 15 Jun 2017
Question Answering and Question Generation as Dual Tasks Duyu Tang Nan Duan Tao Qin Zhao Yan M. Zhou 21 183 0 07 Jun 2017
A Joint Model for Question Answering and Question Generation Tong Wang Xingdi Yuan Adam Trischler 13 107 0 05 Jun 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 57 2,483 0 09 May 2017
Machine Comprehension by Text-to-Text Neural Question Generation Xingdi Yuan Tong Wang Çağlar Gülçehre Alessandro Sordoni Philip Bachman Sandeep Subramanian Saizheng Zhang Adam Trischler OOD 53 187 0 04 May 2017
Learning to Ask: Neural Question Generation for Reading Comprehension Xinya Du Junru Shao Claire Cardie 3DV 34 658 0 29 Apr 2017
Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks Rajarshi Das Manzil Zaheer Siva Reddy Andrew McCallum 26 138 0 27 Apr 2017
Ruminating Reader: Reasoning with Gated Multi-Hop Attention Yichen Gong Samuel R. Bowman 27 46 0 24 Apr 2017