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Bidirectional Attention Flow for Machine Comprehension

5 November 2016

Papers citing "Bidirectional Attention Flow for Machine Comprehension"

50 / 829 papers shown

Title
FEVER: a large-scale dataset for Fact Extraction and VERificationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2018 James Thorne Andreas Vlachos Christos Christodoulopoulos Arpit Mittal HILM 656 1,953 0 14 Mar 2018
Neural Architectures for Open-Type Relation Argument Extraction Benjamin Roth Costanza Conforti Nina Poerner Sanjeev Kumar Karn Hinrich Schütze BDL 134 13 0 05 Mar 2018
CAESAR: Context Awareness Enabled Summary-Attentive Reader Long-Huei Chen Kshitiz Tripathi 61 0 0 04 Mar 2018
Medical Exam Question Answering with Large-scale Reading ComprehensionAAAI Conference on Artificial Intelligence (AAAI), 2018 Xiao Zhang Ji Wu Zhiyang He Xien Liu Ying Su 155 71 0 28 Feb 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 1.2K 11,958 0 15 Feb 2018
Enhance word representation for out-of-vocabulary on Ubuntu dialogue corpus Jian-xiong Dong Jim Huang 175 24 0 07 Feb 2018
Question-Answer Selection in User to User Marketplace Conversations Girish Kumar Matthew Henderson Shannon Chan Hoang-Diep Nguyen L. Ngoo 105 8 0 06 Feb 2018
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling Tao Shen Wanrong Zhu Guodong Long Jing Jiang Sen Wang Chengqi Zhang AI4TS 240 148 0 31 Jan 2018
A Question-Focused Multi-Factor Attention Network for Question Answering Souvik Kundu Hwee Tou Ng 129 39 0 25 Jan 2018
Analyzing Language Learned by an Active Question Answering Agent Christian Buck Jannis Bulian Massimiliano Ciaramita Wojciech Gajewski Andrea Gesmundo N. Houlsby Wei Wang LLMAG 104 5 0 23 Jan 2018
Bidirectional Attention for SQL Generation Tonglei Guo Huilin Gao 156 13 0 30 Dec 2017
The NarrativeQA Reading Comprehension ChallengeTransactions of the Association for Computational Linguistics (TACL), 2017 Tomás Kociský Jonathan Richard Schwarz Phil Blunsom Chris Dyer Karl Moritz Hermann Gábor Melis Edward Grefenstette 324 913 0 19 Dec 2017
Contextualized Word Representations for Reading Comprehension Shimi Salant Jonathan Berant 199 42 0 10 Dec 2017
Stochastic Answer Networks for Machine Reading Comprehension Xiaodong Liu Yelong Shen Kevin Duh Jianfeng Gao RALM 188 203 0 10 Dec 2017
Improving Visually Grounded Sentence Representations with Self-Attention Kang Min Yoo Youhyun Shin Sang-goo Lee 120 5 0 02 Dec 2017
FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension Hsin-Yuan Huang Chenguang Zhu Yelong Shen Weizhu Chen FedML 201 185 0 16 Nov 2017
Crowdsourcing Question-Answer Meaning Representations Julian Michael Gabriel Stanovsky Luheng He Ido Dagan Luke Zettlemoyer 183 79 0 16 Nov 2017
Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering Shuohang Wang Mo Yu Jing Jiang Wei Zhang Xiaoxiao Guo Shiyu Chang Zhiguo Wang Tim Klinger Gerald Tesauro Murray Campbell RALM 180 164 0 14 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 267 300 0 14 Nov 2017
Dynamic Fusion Networks for Machine Reading Comprehension Yichong Xu Jingjing Liu Jianfeng Gao Yelong Shen Xiaodong Liu AIMat AI4CE 196 29 0 14 Nov 2017
Fast Reading Comprehension with ConvNets Felix Wu Ni Lao John Blitzer Guandao Yang Kilian Q. Weinberger AIMat 92 16 0 12 Nov 2017
Towards Automated ICD Coding Using Deep Learning Haoran Shi P. Xie Zhiting Hu Ming Zhang Eric Xing 198 149 0 11 Nov 2017
Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension Todor Mihaylov Zornitsa Kozareva Anette Frank 140 5 0 10 Nov 2017
An Empirical Analysis of Multiple-Turn Reasoning Strategies in Reading Comprehension Tasks Yelong Shen Xiaodong Liu Kevin Duh Jianfeng Gao LRM 144 12 0 09 Nov 2017
Large-scale Cloze Test Dataset Created by Teachers Qizhe Xie Guokun Lai Zihang Dai Eduard H. Hovy ELM 200 82 0 09 Nov 2017
Neural Speed Reading via Skim-RNN Minjoon Seo Sewon Min Ali Farhadi Hannaneh Hajishirzi 263 81 0 06 Nov 2017
Multi-Mention Learning for Reading Comprehension with Neural Cascades Swabha Swayamdipta Ankur P. Parikh Tom Kwiatkowski RALM 196 34 0 02 Nov 2017
Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation Boyuan Pan Hao Li Zhou Zhao Deng Cai Xiaofei He OOD 217 2 0 01 Nov 2017
DCN+: Mixed Objective and Deep Residual Coattention for Question Answering Caiming Xiong Victor Zhong R. Socher 191 110 0 31 Oct 2017
Simple and Effective Multi-Paragraph Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL), 2017 Christopher Clark Matt Gardner RALM 342 479 0 29 Oct 2017
Phase Conductor on Multi-layered Attentions for Machine Comprehension R. Liu Wei Wei Weiguang Mao M. Chikina 195 22 0 28 Oct 2017
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl Pontus Stenetorp Sebastian Riedel SyDa RALM 354 545 0 17 Oct 2017
Smarnet: Teaching Machines to Read and Comprehend Like Human Zheqian Chen Rongqin Yang Bin Cao Zhou Zhao Deng Cai Xiaofei He 171 23 0 08 Oct 2017
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms Wenpeng Yin Hinrich Schütze 204 43 0 02 Oct 2017
Learning Intrinsic Sparse Structures within Long Short-Term Memory W. Wen Yuxiong He Samyam Rajbhandari Minjia Zhang Wenhan Wang Fang Liu Bin Hu Yiran Chen Xue Yang MQ 456 142 0 15 Sep 2017
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Wanrong Zhu Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 349 775 0 14 Sep 2017
Natural Language Inference over Interaction Space Yichen Gong Heng Luo Jian Zhang 226 276 0 13 Sep 2017
Globally Normalized Reader Jonathan Raiman John Miller 201 37 0 08 Sep 2017
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 514 295 0 08 Sep 2017
A Unified Query-based Generative Model for Question Generation and Question Answering Linfeng Song Zhiguo Wang Wael Hamza 230 48 0 04 Sep 2017
Query-by-example Spoken Term Detection using Attention-based Multi-hop Networks Chia-Wei Ao Hung-yi Lee 194 23 0 01 Sep 2017
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 853 1,383 0 31 Aug 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 256 64 0 31 Aug 2017
MemexQA: Visual Memex Question Answering Lu Jiang Junwei Liang Liangliang Cao Yannis Kalantidis S. Farfade Alexander G. Hauptmann 136 28 0 04 Aug 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 579 931 0 01 Aug 2017
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension Boyuan Pan Hao Li Zhou Zhao Bin Cao Deng Cai Xiaofei He 210 84 0 28 Jul 2017
Adversarial Examples for Evaluating Reading Comprehension Systems Robin Jia Abigail Z. Jacobs AAML ELM 525 1,671 0 23 Jul 2017
Crowdsourcing Multiple Choice Science Questions Johannes Welbl Nelson F. Liu Matt Gardner AI4Ed 272 685 0 19 Jul 2017
Evaluating Semantic Parsing against a Simple Web-based Question Answering Model Alon Talmor Mor Geva Jonathan Berant 128 20 0 14 Jul 2017
Quasar: Datasets for Question Answering by Search and Reading Bhuwan Dhingra Kathryn Mazaitis William W. Cohen RALM 252 189 0 12 Jul 2017