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A Neural Attention Model for Abstractive Sentence Summarization

2 September 2015

Jason Weston

Papers citing "A Neural Attention Model for Abstractive Sentence Summarization"

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FigureNet: A Deep Learning model for Question-Answering on Scientific Plots Revanth Reddy Gangi Reddy Rahul Ramesh Ameet Deshpande Mitesh M. Khapra AIMat OOD GNN 64 22 0 12 Jun 2018
Deep State Space Models for Unconditional Word Generation Florian Schmidt Thomas Hofmann 78 14 0 12 Jun 2018
Navigating with Graph Representations for Fast and Scalable Decoding of Neural Language Models Minjia Zhang Xiaodong Liu Wenhan Wang Jianfeng Gao Yuxiong He 74 30 0 11 Jun 2018
Findings of the Second Workshop on Neural Machine Translation and Generation Alexandra Birch A. Finch Minh-Thang Luong Graham Neubig Yusuke Oda DRL 94 12 0 08 Jun 2018
Learning Semantic Sentence Embeddings using Sequential Pair-wise Discriminator Badri N. Patro V. Kurmi Sandeep Kumar Vinay P. Namboodiri 103 33 0 03 Jun 2018
Fast Locality Sensitive Hashing for Beam Search on GPU Xing Shi Shizhen Xu Kevin Knight 24 3 0 02 Jun 2018
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting Yen-Chun Chen Joey Tianyi Zhou BDL 224 584 0 28 May 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 82 135 0 28 May 2018
Generating Fine-Grained Open Vocabulary Entity Type Descriptions Rajarshi Bhowmik Gerard de Melo 3DV 50 16 0 27 May 2018
An Improved Phrase-based Approach to Annotating and Summarizing Student Course Responses Wencan Luo Fei Liu Diane Litman 25 14 0 25 May 2018
A Study of Question Effectiveness Using Reddit "Ask Me Anything" Threads Kristjan Arumae Guo-Jun Qi Fei Liu ELM 49 4 0 25 May 2018
Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq Oleksii Kuchaiev Boris Ginsburg Igor Gitman Vitaly Lavrukhin Jason Chun Lok Li Huyen Nguyen Carl Case Paulius Micikevicius VLM 72 49 0 25 May 2018
Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books Suraj Maharjan Sudipta Kar Manuel Montes-y-Gómez Fabio Gonzalez Thamar Solorio 46 37 0 24 May 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 100 211 0 24 May 2018
Amortized Context Vector Inference for Sequence-to-Sequence Networks S. Chatzis Aristotelis Charalampous Kyriacos Tolias 32 0 0 23 May 2018
A new dataset and model for learning to understand navigational instructions Ozan Arkan Can Deniz Yuret 68 1 0 21 May 2018
A Hierarchical Structured Self-Attentive Model for Extractive Document Summarization (HSSAS) Kamal Al-Sabahi Zuping Zhang Mohammed Nadher 55 110 0 20 May 2018
Abstractive Text Classification Using Sequence-to-convolution Neural Networks Taehoon Kim Jihoon Yang VLM 37 11 0 20 May 2018
A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss W. Hsu Chieh-Kai Lin Ming-Ying Lee Kerui Min Jing Tang Min Sun CVBM 100 240 0 16 May 2018
Continuous Learning in a Hierarchical Multiscale Neural Network Thomas Wolf Julien Chaumond Clement Delangue CLL AI4CE NoLa BDL 31 6 0 15 May 2018
Simplifying Sentences with Sequence to Sequence Models A. Mathews Lexing Xie Xuming He 36 2 0 15 May 2018
A Deep Learning Approach with an Attention Mechanism for Automatic Sleep Stage Classification Martin Längkvist Amy Loutfi 61 11 0 14 May 2018
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization Shuming Ma Xu Sun Junyang Lin Houfeng Wang 70 46 0 13 May 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 267 1,632 0 13 May 2018
Neural Open Information Extraction Lei Cui Furu Wei M. Zhou 83 157 0 11 May 2018
Joint Embedding of Words and Labels for Text Classification Guoyin Wang Chunyuan Li Wenlin Wang Yizhe Zhang Dinghan Shen Xinyuan Zhang Ricardo Henao Lawrence Carin AI4TS VLM 73 392 0 10 May 2018
Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency Bingzhen Wei Xuancheng Ren Xu Sun Yi Zhang Xiaoyan Cai Qi Su 28 18 0 10 May 2018
Global Encoding for Abstractive Summarization Junyang Lin Xu Sun Shuming Ma Qi Su 79 146 0 10 May 2018
Discourse-Aware Neural Rewards for Coherent Text Generation Antoine Bosselut Asli Celikyilmaz Xiaodong He Jianfeng Gao Po-Sen Huang Yejin Choi 89 80 0 10 May 2018
A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization Li Wang Junlin Yao Yunzhe Tao Li Zhong Wen Liu Q. Du BDL 112 136 0 09 May 2018
Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks S. Shashikumar Amit J. Shah Gari D. Clifford S. Nemati 54 78 0 07 May 2018
Zero-shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens Marek Rei Anders Søgaard 88 53 0 06 May 2018
A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification Shuming Ma Xu Sun Junyang Lin Xuancheng Ren 77 59 0 03 May 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 188 559 0 30 Apr 2018
From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction Zihang Dai Qizhe Xie Eduard H. Hovy 48 6 0 29 Apr 2018
Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates Taku Kudo 391 1,173 0 29 Apr 2018
Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models Hendrik Strobelt Sebastian Gehrmann M. Behrisch Adam Perer Hanspeter Pfister Alexander M. Rush VLM HAI 76 240 0 25 Apr 2018
Towards a Neural Network Approach to Abstractive Multi-Document Summarization Jianmin Zhang Jiwei Tan Xiaojun Wan 83 32 0 24 Apr 2018
Scheduled Multi-Task Learning: From Syntax to Translation E. Kiperwasser Miguel Ballesteros 74 82 0 24 Apr 2018
Data-driven Summarization of Scientific Articles Nikola I. Nikolov Michael Pfeiffer Richard H. R. Hahnloser MedIm 138 44 0 24 Apr 2018
Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks Renjie Zheng Junkun Chen Xipeng Qiu 85 30 0 22 Apr 2018
A Stable and Effective Learning Strategy for Trainable Greedy Decoding Yun Chen Victor O.K. Li Kyunghyun Cho Samuel R. Bowman 84 28 0 21 Apr 2018
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization Preksha Nema Shreyas Shetty Parag Jain Anirban Laha Karthik Sankaranarayanan Mitesh M. Khapra 114 40 0 20 Apr 2018
Learning to Extract Coherent Summary via Deep Reinforcement Learning Yuxiang Wu Baotian Hu AI4TS 60 170 0 19 Apr 2018
Multi-Reward Reinforced Summarization with Saliency and Entailment Ramakanth Pasunuru Joey Tianyi Zhou 84 201 0 17 Apr 2018
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Arman Cohan Franck Dernoncourt Doo Soon Kim Trung Bui Seokhwan Kim W. Chang Nazli Goharian 503 764 0 16 Apr 2018
An interpretable LSTM neural network for autoregressive exogenous model Tian Guo Tao R. Lin Yao Lu AI4TS 49 35 0 14 Apr 2018
SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation Ye Zhang Nan Ding Radu Soricut 88 49 0 11 Apr 2018
Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling Tao Shen Dinesh Manocha Guodong Long Jing Jiang Chengqi Zhang HAI 106 148 0 03 Apr 2018
Automatic Generation of Chinese Short Product Titles for Mobile Display Yu Gong Xusheng Luo Kenny Q. Zhu Wenwu Ou Shichen Liu Lu Duan 112 32 0 30 Mar 2018