A Deep Reinforced Model for Abstractive Summarization

11 May 2017

Papers citing "A Deep Reinforced Model for Abstractive Summarization"

50 / 713 papers shown

Title
Extractive Summarization of EHR Discharge Notes Emily Alsentzer Anne Kim 28 25 0 26 Oct 2018
Abstractive Summarization Using Attentive Neural Techniques Jacob Krantz Jugal Kalita AIMat 19 11 0 20 Oct 2018
WikiHow: A Large Scale Text Summarization Dataset Mahnaz Koupaee William Yang Wang 9 284 0 18 Oct 2018
Deep Transfer Reinforcement Learning for Text Summarization Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 27 37 0 15 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 28 144 0 15 Oct 2018
Robust Neural Abstractive Summarization Systems and Evaluation against Adversarial Information Lisa Fan Dong Yu Lu Wang AAML 17 20 0 14 Oct 2018
IndoSum: A New Benchmark Dataset for Indonesian Text Summarization Kemal Kurniawan Samuel Louvan 22 66 0 12 Oct 2018
One Size Does Not Fit All: Generating and Evaluating Variable Number of Keyphrases Xingdi Yuan Tong Wang Rui Meng Khushboo Thaker Peter Brusilovsky Daqing He Adam Trischler 27 101 0 11 Oct 2018
End-to-End Content and Plan Selection for Data-to-Text Generation Sebastian Gehrmann Falcon Z. Dai H. Elder Alexander M. Rush 28 70 0 10 Oct 2018
Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks Yau-Shian Wang Hung-yi Lee 21 64 0 05 Oct 2018
Efficient Sequence Labeling with Actor-Critic Training Saeed Najafi Colin Cherry Grzegorz Kondrak 27 7 0 30 Sep 2018
Learning to Coordinate Multiple Reinforcement Learning Agents for Diverse Query Reformulation Rodrigo Nogueira Jannis Bulian Massimiliano Ciaramita 21 11 0 27 Sep 2018
NEXUS Network: Connecting the Preceding and the Following in Dialogue Generation Hui Su Xiaoyu Shen Wenjie Li Dietrich Klakow 39 30 0 27 Sep 2018
BanditSum: Extractive Summarization as a Contextual Bandit Yue Dong Songlin Yang Eric Crawford H. V. Hoof Jackie C.K. Cheung 34 181 0 25 Sep 2018
Bidirectional Attentional Encoder-Decoder Model and Bidirectional Beam Search for Abstractive Summarization Kamal Al-Sabahi Zuping Zhang Kang Yang AIMat 60 22 0 18 Sep 2018
Unsupervised Abstractive Sentence Summarization using Length Controlled Variational Autoencoder Raphael Schumann DRL 16 21 0 14 Sep 2018
Improving Reinforcement Learning Based Image Captioning with Natural Language Prior Tszhang Guo Shiyu Chang Mo Yu Kun Bai 40 15 0 13 Sep 2018
Learning to Summarize Radiology Findings Yuhao Zhang D. Ding Tianpei Qian Christopher D. Manning C. Langlotz MedIm 24 127 0 12 Sep 2018
Closed-Book Training to Improve Summarization Encoder Memory Yichen Jiang Joey Tianyi Zhou RALM 37 28 0 12 Sep 2018
Towards one-shot learning for rare-word translation with external experts Ngoc-Quan Pham Jan Niehues A. Waibel AAML 16 24 0 10 Sep 2018
A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification Pengcheng Yang Shuming Ma Wenjie Qu Junyang Lin Qi Su Xu Sun VLM 27 7 0 10 Sep 2018
Unsupervised Sentence Compression using Denoising Auto-Encoders Thibault Févry Jason Phang 27 71 0 07 Sep 2018
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models Tong Niu Joey Tianyi Zhou AAML 21 85 0 06 Sep 2018
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction Kazuma Hashimoto Yoshimasa Tsuruoka 11 7 0 05 Sep 2018
Bottom-Up Abstractive Summarization Sebastian Gehrmann Yuntian Deng Alexander M. Rush CVBM 24 687 0 31 Aug 2018
Multi-Hop Knowledge Graph Reasoning with Reward Shaping Xi Lin R. Socher Caiming Xiong LRM 32 331 0 31 Aug 2018
APRIL: Interactively Learning to Summarise by Combining Active Preference Learning and Reinforcement Learning Yang Gao Christian M. Meyer Iryna Gurevych 21 34 0 29 Aug 2018
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 67 1,630 0 27 Aug 2018
Approximate Distribution Matching for Sequence-to-Sequence Learning Wenhu Chen Guanlin Li Shujie Liu Zhirui Zhang Mu Li M. Zhou OOD BDL 27 0 0 24 Aug 2018
Improving Abstraction in Text Summarization Wojciech Kry'sciñski Romain Paulus Caiming Xiong R. Socher 24 147 0 23 Aug 2018
Neural Latent Extractive Document Summarization Xingxing Zhang Mirella Lapata Furu Wei M. Zhou 25 155 0 22 Aug 2018
Multi-Source Pointer Network for Product Title Summarization Fei Sun Peng Jiang Hanxiao Sun Changhua Pei Wenwu Ou Xiaobo Wang 34 47 0 21 Aug 2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization Logan Lebanoff Kaiqiang Song Fei Liu 22 156 0 19 Aug 2018
Putting the Horse Before the Cart:A Generator-Evaluator Framework for Question Generation from Text Vishwajeet Kumar Ganesh Ramakrishnan Yuan-Fang Li 36 45 0 15 Aug 2018
Language Style Transfer from Sentences with Arbitrary Unknown Styles Yanpeng Zhao Wei Bi Deng Cai Xiaojiang Liu Kewei Tu Shuming Shi 18 19 0 13 Aug 2018
Abstractive Summarization Improved by WordNet-based Extractive Sentences Niantao Xie Sujian Li Huiling Ren Qibin Zhai 36 1 0 04 Aug 2018
A Survey of the Usages of Deep Learning in Natural Language Processing Dan Otter Julian R. Medina Jugal Kalita VLM 27 11 0 27 Jul 2018
A Novel ILP Framework for Summarizing Content with High Lexical Variety Wencan Luo Fei Liu Zitao Liu Diane Litman 22 5 0 25 Jul 2018
Abstractive and Extractive Text Summarization using Document Context Vector and Recurrent Neural Networks Chandra Khatri Gyanit Singh Nish Parikh 35 60 0 20 Jul 2018
Deep-speare: A Joint Neural Model of Poetic Language, Meter and Rhyme Jey Han Lau Trevor Cohn Timothy Baldwin Julian Brooke Adam Hammond 16 73 0 10 Jul 2018
Latent Semantic Analysis Approach for Document Summarization Based on Word Embeddings Kamal Al-Sabahi Zuping Zhang Kang Yang 19 9 0 08 Jul 2018
The price of debiasing automatic metrics in natural language evaluation Arun Tejasvi Chaganty Stephen Mussmann Percy Liang 19 113 0 06 Jul 2018
Generating Titles for Web Tables Braden Hancock Hongrae Lee Cong Yu LMTD 24 2 0 30 Jun 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 25 641 0 20 Jun 2018
Structure-Infused Copy Mechanisms for Abstractive Summarization Kaiqiang Song Lin Zhao Fei Liu 36 76 0 14 Jun 2018
Abstract Meaning Representation for Multi-Document Summarization Kexin Liao Logan Lebanoff Fei Liu 17 105 0 14 Jun 2018
Let's do it "again": A First Computational Approach to Detecting Adverbial Presupposition Triggers Andre Cianflone Yulan Feng Jad Kabbara Jackie C.K. Cheung 64 9 0 11 Jun 2018
Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis Yuichiroh Matsubayashi Kentaro Inui 23 11 0 11 Jun 2018
Scaling Neural Machine Translation Myle Ott Sergey Edunov David Grangier Michael Auli AIMat 71 610 0 01 Jun 2018
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting Yen-Chun Chen Joey Tianyi Zhou BDL 39 582 0 28 May 2018