A Deep Reinforced Model for Abstractive Summarization

11 May 2017

Papers citing "A Deep Reinforced Model for Abstractive Summarization"

50 / 713 papers shown

Title
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 20 135 0 28 May 2018
Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning Julia Kreutzer Joshua Uyheng Stefan Riezler 30 85 0 27 May 2018
Reinforced Extractive Summarization with Question-Focused Rewards Kristjan Arumae Fei Liu 21 31 0 25 May 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 30 208 0 24 May 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation Yuan Li Xiaodan Liang Zhiting Hu Eric Xing MedIm 16 328 0 21 May 2018
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation Qiuyuan Huang Zhe Gan Asli Celikyilmaz D. Wu Jianfeng Wang Xiaodong He BDL 21 91 0 21 May 2018
A Hierarchical Structured Self-Attentive Model for Extractive Document Summarization (HSSAS) Kamal Al-Sabahi Zuping Zhang Mohammed Nadher 19 109 0 20 May 2018
Global-Locally Self-Attentive Dialogue State Tracker Victor Zhong Caiming Xiong R. Socher 13 188 0 19 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 25 240 0 16 May 2018
Learning to Write with Cooperative Discriminators Ari Holtzman Jan Buys Maxwell Forbes Antoine Bosselut David Golub Yejin Choi 31 234 0 16 May 2018
Discourse-Aware Neural Rewards for Coherent Text Generation Antoine Bosselut Asli Celikyilmaz Xiaodong He Jianfeng Gao Po-Sen Huang Yejin Choi 23 79 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 19 136 0 09 May 2018
Polite Dialogue Generation Without Parallel Data Tong Niu Joey Tianyi Zhou OffRL MoMe 30 168 0 08 May 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 48 548 0 30 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 31 239 0 25 Apr 2018
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling Xin Eric Wang Wenhu Chen Yuan-fang Wang William Yang Wang 16 157 0 24 Apr 2018
Towards a Neural Network Approach to Abstractive Multi-Document Summarization Jianmin Zhang Jiwei Tan Xiaojun Wan 25 31 0 24 Apr 2018
Learning Sentence Embeddings for Coherence Modelling and Beyond Tanner A. Bohn Yining Hu Jinhang Zhang Charles X. Ling 24 2 0 22 Apr 2018
A Stable and Effective Learning Strategy for Trainable Greedy Decoding Yun Chen V. Li Kyunghyun Cho Samuel R. Bowman 28 28 0 21 Apr 2018
Learning to Extract Coherent Summary via Deep Reinforcement Learning Yuxiang Wu Baotian Hu AI4TS 17 167 0 19 Apr 2018
Multi-Reward Reinforced Summarization with Saliency and Entailment Ramakanth Pasunuru Joey Tianyi Zhou 22 201 0 17 Apr 2018
A Multi-task Selected Learning Approach for Solving 3D Flexible Bin Packing Problem Lu Duan Haoyuan Hu Yu Qian Yu Gong Xiaodong Zhang Yinghui Xu Jiangwen Wei 25 12 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 51 744 0 16 Apr 2018
Watch, Listen, and Describe: Globally and Locally Aligned Cross-Modal Attentions for Video Captioning Junfeng Fang Yuan-fang Wang William Yang Wang 19 76 0 15 Apr 2018
SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation Ye Zhang Nan Ding Radu Soricut 21 49 0 11 Apr 2018
End-to-End Dense Video Captioning with Masked Transformer Luowei Zhou Yingbo Zhou Jason J. Corso R. Socher Caiming Xiong 34 525 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 20 32 0 30 Mar 2018
Actor-Critic based Training Framework for Abstractive Summarization Piji Li Lidong Bing Wai Lam OffRL 14 49 0 28 Mar 2018
Deep Communicating Agents for Abstractive Summarization Asli Celikyilmaz Antoine Bosselut Xiaodong He Yejin Choi AI4CE 18 306 0 27 Mar 2018
A Survey on Neural Network-Based Summarization Methods Yue Dong AILaw AI4TS 35 34 0 19 Mar 2018
Controlling Decoding for More Abstractive Summaries with Copy-Based Networks Noah Weber L. Shekhar Niranjan Balasubramanian Kyunghyun Cho 30 9 0 19 Mar 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 42 545 0 23 Feb 2018
Diverse Beam Search for Increased Novelty in Abstractive Summarization André Cibils C. Musat Andreea Hossmann Michael Baeriswyl 16 10 0 05 Feb 2018
Dual Recurrent Attention Units for Visual Question Answering Ahmed Osman Wojciech Samek 33 30 0 01 Feb 2018
Generating Wikipedia by Summarizing Long Sequences Peter J. Liu Mohammad Saleh Etienne Pot Ben Goodrich Ryan Sepassi Lukasz Kaiser Noam M. Shazeer CVBM 64 783 0 30 Jan 2018
Query Focused Abstractive Summarization: Incorporating Query Relevance, Multi-Document Coverage, and Summary Length Constraints into seq2seq Models Tal Baumel Matan Eyal Michael Elhadad 48 98 0 23 Jan 2018
Interpretable Counting for Visual Question Answering Alexander R. Trott Caiming Xiong R. Socher 38 71 0 23 Dec 2017
Improving End-to-End Speech Recognition with Policy Learning Yingbo Zhou Caiming Xiong R. Socher 29 40 0 19 Dec 2017
Differentiable lower bound for expected BLEU score Vlad Zhukov Eugene Golikov M. Kretov 22 15 0 13 Dec 2017
Deep Semantic Role Labeling with Self-Attention Zhixing Tan Mingxuan Wang Jun Xie Yidong Chen X. Shi 33 308 0 05 Dec 2017
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification Xiang Long Chuang Gan Gerard de Melo Jiajun Wu Xiao-Chang Liu Shilei Wen 34 208 0 27 Nov 2017
Generative Adversarial Network for Abstractive Text Summarization Linqing Liu Yao Lu Min Yang Qiang Qu Jia Zhu Hongyan Li GAN 43 168 0 26 Nov 2017
Using stochastic computation graphs formalism for optimization of sequence-to-sequence model Eugene Golikov Vlad Zhukov M. Kretov 26 0 0 21 Nov 2017
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models Jiuxiang Gu Jianfei Cai Chenyu You Li Niu G. Wang VLM 24 361 0 17 Nov 2017
Controllable Abstractive Summarization Angela Fan David Grangier Michael Auli 42 306 0 14 Nov 2017
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 56 185 0 14 Nov 2017
Faithful to the Original: Fact Aware Neural Abstractive Summarization Ziqiang Cao Furu Wei Wenjie Li Sujian Li HILM 47 369 0 13 Nov 2017
Attend and Diagnose: Clinical Time Series Analysis using Attention Models Huan-Zhi Song Deepta Rajan Jayaraman J. Thiagarajan A. Spanias MLAU 52 447 0 10 Nov 2017
Weighted Transformer Network for Machine Translation Karim Ahmed N. Keskar R. Socher 35 133 0 06 Nov 2017
DCN+: Mixed Objective and Deep Residual Coattention for Question Answering Caiming Xiong Victor Zhong R. Socher 35 109 0 31 Oct 2017