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Bidirectional Attention Flow for Machine Comprehension

5 November 2016

Papers citing "Bidirectional Attention Flow for Machine Comprehension"

50 / 822 papers shown

Title
Reinforced Self-Attention Network: a Hybrid of Hard and Soft Attention for Sequence Modeling Tao Shen Dinesh Manocha Guodong Long Jing Jiang Sen Wang Chengqi Zhang AI4TS 142 144 0 31 Jan 2018
A Question-Focused Multi-Factor Attention Network for Question Answering Souvik Kundu Hwee Tou Ng 77 38 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 35 5 0 23 Jan 2018
Bidirectional Attention for SQL Generation Tonglei Guo Huilin Gao 96 13 0 30 Dec 2017
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
Improving Visually Grounded Sentence Representations with Self-Attention Kang Min Yoo Youhyun Shin Sang-goo Lee 48 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 91 183 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
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 99 162 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 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
Fast Reading Comprehension with ConvNets Felix Wu Ni Lao John Blitzer Guandao Yang Kilian Q. Weinberger AIMat 39 16 0 12 Nov 2017
Towards Automated ICD Coding Using Deep Learning Haoran Shi P. Xie Zhiting Hu Ming Zhang Eric Xing 62 142 0 11 Nov 2017
Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension Todor Mihaylov Zornitsa Kozareva Anette Frank 68 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 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
Neural Speed Reading via Skim-RNN Minjoon Seo Sewon Min Ali Farhadi Hannaneh Hajishirzi 92 79 0 06 Nov 2017
Multi-Mention Learning for Reading Comprehension with Neural Cascades Swabha Swayamdipta Ankur P. Parikh Tom Kwiatkowski RALM 98 32 0 02 Nov 2017
Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation Boyuan Pan Hao Li Zhou Zhao Deng Cai Xiaofei He OOD 81 2 0 01 Nov 2017
DCN+: Mixed Objective and Deep Residual Coattention for Question Answering Caiming Xiong Victor Zhong R. Socher 96 109 0 31 Oct 2017
Simple and Effective Multi-Paragraph Reading Comprehension Christopher Clark Matt Gardner RALM 113 459 0 29 Oct 2017
Phase Conductor on Multi-layered Attentions for Machine Comprehension R. Liu Wei Wei Weiguang Mao M. Chikina 97 22 0 28 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
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
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms Wenpeng Yin Hinrich Schütze 85 42 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 H. Li MQ 137 142 0 15 Sep 2017
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Dinesh Manocha Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 133 757 0 14 Sep 2017
Natural Language Inference over Interaction Space Yichen Gong Heng Luo Jian Zhang 115 265 0 13 Sep 2017
Globally Normalized Reader Jonathan Raiman John Miller 132 36 0 08 Sep 2017
Simple Recurrent Units for Highly Parallelizable Recurrence Tao Lei Yu Zhang Sida I. Wang Huijing Dai Yoav Artzi LRM 165 277 0 08 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
Query-by-example Spoken Term Detection using Attention-based Multi-hop Networks Chia-Wei Ao Hung-yi Lee 60 22 0 01 Sep 2017
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 204 1,210 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 90 64 0 31 Aug 2017
MemexQA: Visual Memex Question Answering Lu Jiang Junwei Liang Liangliang Cao Yannis Kalantidis S. Farfade Alexander G. Hauptmann 46 28 0 04 Aug 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 139 910 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 118 84 0 28 Jul 2017
Adversarial Examples for Evaluating Reading Comprehension Systems Robin Jia Percy Liang AAML ELM 241 1,610 0 23 Jul 2017
Crowdsourcing Multiple Choice Science Questions Johannes Welbl Nelson F. Liu Matt Gardner AI4Ed 143 522 0 19 Jul 2017
Evaluating Semantic Parsing against a Simple Web-based Question Answering Model Alon Talmor Mor Geva Jonathan Berant 70 20 0 14 Jul 2017
Quasar: Datasets for Question Answering by Search and Reading Bhuwan Dhingra Kathryn Mazaitis William W. Cohen RALM 115 185 0 12 Jul 2017
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension David Golub Po-Sen Huang Xiaodong He Li Deng 79 55 0 29 Jun 2017
Neural Question Answering at BioASQ 5B Georg Wiese Dirk Weissenborn Mariana Neves 82 25 0 26 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 115 92 0 15 Jun 2017
Zero-Shot Relation Extraction via Reading Comprehension Omer Levy Minjoon Seo Eunsol Choi Luke Zettlemoyer ReLM 89 699 0 13 Jun 2017
Neural Domain Adaptation for Biomedical Question Answering Georg Wiese Dirk Weissenborn Mariana Neves MedIm OOD 89 113 0 12 Jun 2017
Dynamic Integration of Background Knowledge in Neural NLU Systems Dirk Weissenborn Tomávs Kovciský Chris Dyer 121 62 0 08 Jun 2017
A Joint Model for Question Answering and Question Generation Tong Wang Xingdi Yuan Adam Trischler 69 108 0 05 Jun 2017