Teaching Machines to Read and Comprehend

10 June 2015

Papers citing "Teaching Machines to Read and Comprehend"

50 / 580 papers shown

Title
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 32 1,547 0 11 May 2017
Reinforced Mnemonic Reader for Machine Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Xipeng Qiu Furu Wei Ming Zhou RALM AIMat 19 69 0 08 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 47 187 0 04 May 2017
Learning to Ask: Neural Question Generation for Reading Comprehension Xinya Du Junru Shao Claire Cardie 3DV 31 658 0 29 Apr 2017
A Recurrent Neural Model with Attention for the Recognition of Chinese Implicit Discourse Relations Samuel Rönnqvist Niko Schenk C. Chiarcos 13 30 0 26 Apr 2017
Learning to Skim Text Adams Wei Yu Hongrae Lee Quoc V. Le RALM 38 124 0 23 Apr 2017
SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine Matthew Dunn Levent Sagun Mike Higgins V. U. Güney Volkan Cirik Kyunghyun Cho RALM 22 452 0 18 Apr 2017
RACE: Large-scale ReAding Comprehension Dataset From Examinations Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard H. Hovy ELM 61 1,313 0 15 Apr 2017
Japanese Sentiment Classification using a Tree-Structured Long Short-Term Memory with Attention R. Miyazaki Mamoru Komachi 38 2 0 04 Apr 2017
Exploring Question Understanding and Adaptation in Neural-Network-Based Question Answering Junbei Zhang Xiao-Dan Zhu Qian Chen Lirong Dai Si Wei Hui Jiang 22 54 0 14 Mar 2017
Linguistic Knowledge as Memory for Recurrent Neural Networks Bhuwan Dhingra Zhilin Yang William W. Cohen Ruslan Salakhutdinov RALM 27 37 0 07 Mar 2017
A Comparative Study of Word Embeddings for Reading Comprehension Bhuwan Dhingra Hanxiao Liu Ruslan Salakhutdinov William W. Cohen 20 40 0 02 Mar 2017
Batch Policy Gradient Methods for Improving Neural Conversation Models Kirthevasan Kandasamy Yoram Bachrach Ryota Tomioka Daniel Tarlow David Carter OffRL 16 37 0 10 Feb 2017
Question Answering through Transfer Learning from Large Fine-grained Supervision Data Sewon Min Minjoon Seo Hannaneh Hajishirzi RALM 31 120 0 07 Feb 2017
Multi-Perspective Context Matching for Machine Comprehension Zhiguo Wang Haitao Mi Wael Hamza Radu Florian RALM 20 159 0 13 Dec 2016
Condensed Memory Networks for Clinical Diagnostic Inferencing Aaditya (Adi) Prakash Siyuan Zhao Sadid A. Hasan Vivek Datla Kathy Lee Ashequl Qadir Joey Liu Oladimeji Farri 16 102 0 06 Dec 2016
Dialogue Learning With Human-In-The-Loop Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston OffRL 227 134 0 29 Nov 2016
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset Payal Bajaj Daniel Fernando Campos Nick Craswell Li Deng Jianfeng Gao ... Mir Rosenberg Xia Song Alina Stoica Saurabh Tiwary Tong Wang RALM 48 2,648 0 28 Nov 2016
Joint Copying and Restricted Generation for Paraphrase Ziqiang Cao Chuwei Luo Wenjie Li Sujian Li 19 90 0 28 Nov 2016
Visual Dialog Abhishek Das Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra 63 990 0 26 Nov 2016
Learning Python Code Suggestion with a Sparse Pointer Network Avishkar Bhoopchand Tim Rocktaschel Earl T. Barr Sebastian Riedel 20 87 0 24 Nov 2016
Classify or Select: Neural Architectures for Extractive Document Summarization Ramesh Nallapati Bowen Zhou Mingbo Ma 15 92 0 14 Nov 2016
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,255 0 14 Nov 2016
Words or Characters? Fine-grained Gating for Reading Comprehension Zhilin Yang Bhuwan Dhingra Ye Yuan Junjie Hu William W. Cohen Ruslan Salakhutdinov AI4CE 19 100 0 06 Nov 2016
Gated End-to-End Memory Networks Julien Perez Fei Liu LRM 12 103 0 13 Oct 2016
ReasoNet: Learning to Stop Reading in Machine Comprehension Yelong Shen Po-Sen Huang Jianfeng Gao Weizhu Chen LRM 22 306 0 17 Sep 2016
Machine Comprehension Using Match-LSTM and Answer Pointer Shuohang Wang Jing Jiang 15 594 0 29 Aug 2016
Towards Machine Comprehension of Spoken Content: Initial TOEFL Listening Comprehension Test by Machine Bo-Hsiang Tseng Sheng-syun Shen Hung-yi Lee Lin-Shan Lee 31 59 0 23 Aug 2016
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism Edward Choi M. T. Bahadori Joshua A. Kulas A. Schuetz Walter F. Stewart Jimeng Sun AI4TS 39 1,230 0 19 Aug 2016
Modeling Human Reading with Neural Attention Michael Hahn Frank Keller 25 54 0 19 Aug 2016
WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia D. Hewlett Alexandre Lacoste Llion Jones Illia Polosukhin Andrew Fandrianto Jay Han Matthew Kelcey David Berthelot RALM 37 138 0 11 Aug 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 19 10,307 0 21 Jul 2016
Dataset and Neural Recurrent Sequence Labeling Model for Open-Domain Factoid Question Answering Peng Li Wei Li Zhen He Xuguang Wang Ying Cao Jie Zhou Wenyuan Xu 24 93 0 21 Jul 2016
Neural Tree Indexers for Text Understanding Tsendsuren Munkhdalai Hong-ye Yu 29 104 0 15 Jul 2016
Attention-over-Attention Neural Networks for Reading Comprehension Yiming Cui Z. Chen Si Wei Shijin Wang Ting Liu Guoping Hu AIMat 27 437 0 15 Jul 2016
Separating Answers from Queries for Neural Reading Comprehension Dirk Weissenborn GNN 30 21 0 12 Jul 2016
Consensus Attention-based Neural Networks for Chinese Reading Comprehension Yiming Cui Ting Liu Z. Chen Shijin Wang Guoping Hu 11 87 0 08 Jul 2016
Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes Çağlar Gülçehre A. Chandar Kyunghyun Cho Yoshua Bengio 12 64 0 30 Jun 2016
Sequence-Level Knowledge Distillation Yoon Kim Alexander M. Rush 27 1,098 0 25 Jun 2016
LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks Hendrik Strobelt Sebastian Gehrmann Hanspeter Pfister Alexander M. Rush HAI 34 83 0 23 Jun 2016
On Multiplicative Integration with Recurrent Neural Networks Yuhuai Wu Saizheng Zhang Wenjie Qu Yoshua Bengio Ruslan Salakhutdinov 31 154 0 21 Jun 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 16 7,990 0 16 Jun 2016
Learning Word Sense Embeddings from Word Sense Definitions Qi Li Tianshi Li Baobao Chang SSL 27 5 0 15 Jun 2016
Rationalizing Neural Predictions Tao Lei Regina Barzilay Tommi Jaakkola 45 805 0 13 Jun 2016
Conditional Generation and Snapshot Learning in Neural Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic L. Rojas-Barahona Pei-hao Su Stefan Ultes David Vandyke S. Young 20 78 0 10 Jun 2016
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task Danqi Chen Jason Bolton Christopher D. Manning ELM 14 565 0 09 Jun 2016
Neural Network-Based Abstract Generation for Opinions and Arguments Lu Wang Wang Ling 20 141 0 09 Jun 2016
Natural Language Comprehension with the EpiReader Adam Trischler Zheng Ye Xingdi Yuan Kaheer Suleman 21 94 0 07 Jun 2016
Iterative Alternating Neural Attention for Machine Reading Alessandro Sordoni Philip Bachman Adam Trischler Yoshua Bengio CLL AIMat 24 118 0 07 Jun 2016
Neural Architectures for Fine-grained Entity Type Classification Sonse Shimaoka Pontus Stenetorp Kentaro Inui Sebastian Riedel 19 118 0 04 Jun 2016