A Deep Reinforced Model for Abstractive Summarization

11 May 2017

Papers citing "A Deep Reinforced Model for Abstractive Summarization"

50 / 713 papers shown

Title
Are Sixteen Heads Really Better than One? Paul Michel Omer Levy Graham Neubig MoE 17 1,041 0 25 May 2019
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer Fuli Luo Peng Li Jie Zhou Pengcheng Yang Baobao Chang Zhifang Sui Xu Sun OffRL 43 171 0 24 May 2019
Multi-hop Reading Comprehension via Deep Reinforcement Learning based Document Traversal Alex Long Joel Mason Alan Blair Wei Wang RALM 30 2 0 23 May 2019
Structured Summarization of Academic Publications Alexios Gidiotis Grigorios Tsoumakas 27 13 0 19 May 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 37 377 0 16 May 2019
Ontology-Aware Clinical Abstractive Summarization Sean MacAvaney Sajad Sotudeh Arman Cohan Nazli Goharian Ish A. Talati Ross W. Filice 21 81 0 14 May 2019
Deep Residual Output Layers for Neural Language Generation Nikolaos Pappas James Henderson 26 7 0 14 May 2019
Unified Language Model Pre-training for Natural Language Understanding and Generation Li Dong Nan Yang Wenhui Wang Furu Wei Xiaodong Liu Yu-Chiang Frank Wang Jianfeng Gao M. Zhou H. Hon ELM AI4CE 80 1,551 0 08 May 2019
AI-Powered Text Generation for Harmonious Human-Machine Interaction: Current State and Future Directions Qiuyun Zhang Bin Guo Hao Wang Yunji Liang Shaoyang Hao Zhiwen Yu 20 6 0 01 May 2019
Context-Dependent Semantic Parsing over Temporally Structured Data Charles C. Chen Razvan Bunescu 10 3 0 01 May 2019
Using Context Information to Enhance Simple Question Answering Lin Li Mengjing Zhang Zhaohui Chao Jianwen Xiang 14 11 0 27 Apr 2019
A Novel Task-Oriented Text Corpus in Silent Speech Recognition and its Natural Language Generation Construction Method Dong Cao Dongdong Zhang Haibo Chen 25 3 0 19 Apr 2019
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation Sebastian Gehrmann Steven Layne Franck Dernoncourt 25 10 0 15 Apr 2019
Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation Ori Shapira David Gabay Yang Gao H. Ronen Ramakanth Pasunuru Joey Tianyi Zhou Yael Amsterdamer Ido Dagan 27 60 0 11 Apr 2019
An Empirical Study of Spatial Attention Mechanisms in Deep Networks Xizhou Zhu Dazhi Cheng Zheng-Wei Zhang Stephen Lin Jifeng Dai 43 403 0 11 Apr 2019
Text Generation with Exemplar-based Adaptive Decoding Hao Peng Ankur P. Parikh Manaal Faruqui Bhuwan Dhingra Dipanjan Das 49 57 0 09 Apr 2019
Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout Hao Tan Licheng Yu Joey Tianyi Zhou SSL 28 316 0 08 Apr 2019
Guiding Extractive Summarization with Question-Answering Rewards Kristjan Arumae Fei Liu 31 33 0 04 Apr 2019
Jointly Extracting and Compressing Documents with Summary State Representations Afonso Mendes Shashi Narayan Sebastião Miranda Zita Marinho André F. T. Martins Shay B. Cohen 44 52 0 03 Apr 2019
Pragmatically Informative Text Generation Sheng Shen Daniel Fried Jacob Andreas Dan Klein 29 65 0 02 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 23 3,132 0 01 Apr 2019
A Large-Scale Multi-Length Headline Corpus for Analyzing Length-Constrained Headline Generation Model Evaluation Yuta Hitomi Yuya Taguchi Hideaki Tamori Ko Kikuta Jiro Nishitoba Naoaki Okazaki Kentaro Inui Manabu Okumura 31 9 0 28 Mar 2019
Information Maximizing Visual Question Generation Ranjay Krishna Michael S. Bernstein Li Fei-Fei 23 95 0 27 Mar 2019
Fine-tune BERT for Extractive Summarization Yang Liu 11 479 0 25 Mar 2019
Pre-trained Language Model Representations for Language Generation Sergey Edunov Alexei Baevski Michael Auli 27 129 0 22 Mar 2019
Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition Johannes Michael R. Labahn Tobias Grüning Jochen Zöllner 21 112 0 18 Mar 2019
CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning Ziyu Yao Jayavardhan Reddy Peddamail Huan Sun 22 100 0 13 Mar 2019
Using Natural Language for Reward Shaping in Reinforcement Learning Prasoon Goyal S. Niekum Raymond J. Mooney LM&Ro 41 176 0 05 Mar 2019
Evaluating Rewards for Question Generation Models Tom Hosking Sebastian Riedel 19 41 0 28 Feb 2019
An Editorial Network for Enhanced Document Summarization E. Moroshko Guy Feigenblat Haggai Roitman D. Konopnicki 33 12 0 27 Feb 2019
Pretraining-Based Natural Language Generation for Text Summarization Haoyu Zhang Jianjun Xu Ji Wang 22 208 0 25 Feb 2019
A novel repetition normalized adversarial reward for headline generation Peng Xu Pascale Fung 33 7 0 19 Feb 2019
Neural Extractive Text Summarization with Syntactic Compression Jiacheng Xu Greg Durrett 29 134 0 03 Feb 2019
Pay Less Attention with Lightweight and Dynamic Convolutions Felix Wu Angela Fan Alexei Baevski Yann N. Dauphin Michael Auli 11 604 0 29 Jan 2019
Language Model Pre-training for Hierarchical Document Representations Ming-Wei Chang Kristina Toutanova Kenton Lee Jacob Devlin 20 24 0 26 Jan 2019
What comes next? Extractive summarization by next-sentence prediction Jingyun Liu Jackie C.K. Cheung Annie Louis 28 9 0 12 Jan 2019
From Plots to Endings: A Reinforced Pointer Generator for Story Ending Generation Yan Zhao Lu Liu Chunhua Liu Ruoyao Yang Dong Yu 21 23 0 11 Jan 2019
Learning to Refine Source Representations for Neural Machine Translation Xinwei Geng Longyue Wang Xing Wang Bing Qin Ting Liu Zhaopeng Tu 13 6 0 26 Dec 2018
Automatic Summarization of Natural Language M. E. Johnson 17 1 0 18 Dec 2018
Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs Sachin Kumar Yulia Tsvetkov 22 70 0 10 Dec 2018
Neural Abstractive Text Summarization with Sequence-to-Sequence Models Tian Shi Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 33 226 0 05 Dec 2018
LSICC: A Large Scale Informal Chinese Corpus Jianyu Zhao Zhuoran Ji 13 3 0 26 Nov 2018
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization Paramanand Chandramouli Chen Liang Lei Hou C. Bruschini Zhiyuan Liu Hanwang Zhang AI4TS 22 29 0 06 Nov 2018
Importance of Search and Evaluation Strategies in Neural Dialogue Modeling Ilia Kulikov Alexander H. Miller Kyunghyun Cho Jason Weston 32 83 0 02 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 28 182 0 02 Nov 2018
Sequence Generation with Guider Network Ruiyi Zhang Changyou Chen Zhe Gan Wenlin Wang Liqun Chen Dinghan Shen Guoyin Wang Lawrence Carin 3DV 16 4 0 02 Nov 2018
Towards Coherent and Cohesive Long-form Text Generation W. Cho Pengchuan Zhang Yizhe Zhang Xiujun Li Michel Galley Chris Brockett Mengdi Wang Jianfeng Gao 27 0 0 01 Nov 2018
Unsupervised Dual-Cascade Learning with Pseudo-Feedback Distillation for Query-based Extractive Summarization Haggai Roitman Guy Feigenblat D. Konopnicki D. Cohen O. Boni 22 2 0 01 Nov 2018
Dial2Desc: End-to-end Dialogue Description Generation Haojie Pan Junpei Zhou Zhou Zhao Yan Liu Deng Cai Min Yang VLM 18 14 0 01 Nov 2018
Long Short-Term Attention G. Zhong Xin Lin Kang Chen Qingyang Li Kaizhu Huang ODL RALM HAI 36 10 0 30 Oct 2018