A Deep Reinforced Model for Abstractive Summarization

11 May 2017

Papers citing "A Deep Reinforced Model for Abstractive Summarization"

50 / 713 papers shown

Title
MLSUM: The Multilingual Summarization Corpus Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 34 174 0 30 Apr 2020
Few-Shot Learning for Opinion Summarization Arthur Brazinskas Mirella Lapata Ivan Titov 6 2 0 30 Apr 2020
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks Tasnim Mohiuddin Prathyusha Jwalapuram Xiang Lin Shafiq Joty OffRL 16 7 0 30 Apr 2020
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations Peng Qi Yuhao Zhang Christopher D. Manning 24 38 0 30 Apr 2020
Conversations with Search Engines: SERP-based Conversational Response Generation Pengjie Ren Zhumin Chen Zhaochun Ren Evangelos Kanoulas Christof Monz Maarten de Rijke 27 31 0 29 Apr 2020
Multiscale Collaborative Deep Models for Neural Machine Translation Xiangpeng Wei Heng Yu Yue Hu Yue Zhang Rongxiang Weng Weihua Luo 27 28 0 29 Apr 2020
Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization Dongyub Lee M. Shin Taesun Whang Seung Woo Cho Byeongil Ko Daniel Lee EungGyun Kim Jaechoon Jo 41 12 0 29 Apr 2020
Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization Zhengyuan Liu Ke Shi Nancy F. Chen 26 8 0 29 Apr 2020
Recipes for building an open-domain chatbot Stephen Roller Emily Dinan Naman Goyal Da Ju Mary Williamson ... Myle Ott Kurt Shuster Eric Michael Smith Y-Lan Boureau Jason Weston ALM 29 997 0 28 Apr 2020
Can We Learn Heuristics For Graphical Model Inference Using Reinforcement Learning? Safa Messaoud Maghav Kumar Alex Schwing 33 5 0 27 Apr 2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization Danqing Wang Pengfei Liu Y. Zheng Xipeng Qiu Xuanjing Huang 4 277 0 26 Apr 2020
Multi-Domain Dialogue Acts and Response Co-Generation Kai Wang Junfeng Tian Rui Wang Xiaojun Quan Jianxing Yu 8 58 0 26 Apr 2020
Lite Transformer with Long-Short Range Attention Zhanghao Wu Zhijian Liu Ji Lin Chengyue Wu Song Han 23 318 0 24 Apr 2020
Exploring Explainable Selection to Control Abstractive Summarization Wang Haonan Gao Yang Bai Yu Mirella Lapata Huang Heyan 19 3 0 24 Apr 2020
Unsupervised Opinion Summarization with Noising and Denoising Reinald Kim Amplayo Mirella Lapata 11 71 0 21 Apr 2020
Keyphrase Generation with Cross-Document Attention Shizhe Diao Yan Song Tong Zhang 25 8 0 21 Apr 2020
Extractive Summarization as Text Matching Ming Zhong Pengfei Liu Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 20 459 0 19 Apr 2020
A Divide-and-Conquer Approach to the Summarization of Long Documents Alexios Gidiotis Grigorios Tsoumakas 27 18 0 13 Apr 2020
AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization Keping Bi Rahul Jha W. Bruce Croft Asli Celikyilmaz 25 21 0 13 Apr 2020
Toward Subgraph-Guided Knowledge Graph Question Generation with Graph Neural Networks Yu Chen Lingfei Wu Mohammed J Zaki 27 49 0 13 Apr 2020
An In-depth Walkthrough on Evolution of Neural Machine Translation Rohan Jagtap Sudhir N. Dhage 18 0 0 10 Apr 2020
Improving Readability for Automatic Speech Recognition Transcription Junwei Liao Sefik Emre Eskimez Liyang Lu Yu Shi Ming Gong Linjun Shou Hong Qu Michael Zeng 27 55 0 09 Apr 2020
Windowing Models for Abstractive Summarization of Long Texts Leon Schüller Florian Wilhelm Nico Kreiling Goran Glavaš 8 3 0 07 Apr 2020
Salience Estimation with Multi-Attention Learning for Abstractive Text Summarization Piji Li Lidong Bing Zhongyu Wei Wai Lam 12 3 0 07 Apr 2020
Query Focused Multi-Document Summarization with Distant Supervision Yumo Xu Mirella Lapata RALM 29 12 0 06 Apr 2020
Learning to Summarize Passages: Mining Passage-Summary Pairs from Wikipedia Revision Histories Qingyu Zhou Furu Wei Ming Zhou AI4TS 11 0 0 06 Apr 2020
Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy Yixuan Su Deng Cai Yan Wang Simon Baker Anna Korhonen Nigel Collier Xiaojiang Liu 19 9 0 05 Apr 2020
Reinforced Multi-task Approach for Multi-hop Question Generation D. Gupta Hardik Chauhan Akella Ravi Tej Asif Ekbal P. Bhattacharyya RALM LRM 30 22 0 05 Apr 2020
A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining Chenguang Zhu Ruochen Xu Michael Zeng Xuedong Huang BDL AI4TS 26 18 0 04 Apr 2020
Pre-training for Abstractive Document Summarization by Reinstating Source Text Yanyan Zou Xingxing Zhang Wei Lu Furu Wei Ming Zhou 36 1 0 04 Apr 2020
Abstractive Text Summarization based on Language Model Conditioning and Locality Modeling Dmitrii Aksenov J. Moreno-Schneider Peter Bourgonje Robert Schwarzenberg Leonhard Hennig Georg Rehm 27 26 0 29 Mar 2020
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation Shaojie Jiang Thomas Wolf Christof Monz Maarten de Rijke 33 11 0 26 Mar 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 47 120 0 26 Mar 2020
Learning Syntactic and Dynamic Selective Encoding for Document Summarization Haiyang Xu Yahao He Kun Han Junwen Chen Xiangang Li 6 0 0 25 Mar 2020
A Better Variant of Self-Critical Sequence Training Ruotian Luo BDL 34 37 0 22 Mar 2020
Enhancing Factual Consistency of Abstractive Summarization Chenguang Zhu William Fu-Hinthorn Ruochen Xu Qingkai Zeng Michael Zeng Xuedong Huang Meng Jiang HILM KELM 193 40 0 19 Mar 2020
Selective Attention Encoders by Syntactic Graph Convolutional Networks for Document Summarization Haiyang Xu Yun Wang Kun Han Baochang Ma Junwen Chen Xiangang Li GNN 33 10 0 18 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 85 216 0 02 Mar 2020
StructSum: Summarization via Structured Representations Vidhisha Balachandran Artidoro Pagnoni Jay Yoon Lee Dheeraj Rajagopal J. Carbonell Yulia Tsvetkov 11 9 0 01 Mar 2020
Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification W. Weng Yu-An Chung S. Tong 12 8 0 29 Feb 2020
GASP! Generating Abstracts of Scientific Papers from Abstracts of Cited Papers Fabio Massimo Zanzotto V. Bono P. Vocca Andrea Santilli D. Croce G. Gambosi R. Basili 14 1 0 28 Feb 2020
A more abstractive summarization model Satyaki Chakraborty Xinya Li Sayak Chakraborty 14 3 0 25 Feb 2020
Discriminative Adversarial Search for Abstractive Summarization Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 34 33 0 24 Feb 2020
Learning by Semantic Similarity Makes Abstractive Summarization Better Wonjin Yoon Yoonsun Yeo Minbyul Jeong Bong-Jun Yi Jaewoo Kang 16 16 0 18 Feb 2020
Two Huge Title and Keyword Generation Corpora of Research Articles Erion cCano Ondrej Bojar 30 16 0 11 Feb 2020
Abstractive Summarization for Low Resource Data using Domain Transfer and Data Synthesis Ahmed Magooda Diane Litman 6 17 0 09 Feb 2020
Attend to the beginning: A study on using bidirectional attention for extractive summarization Ahmed Magooda C. Marcjan 17 2 0 09 Feb 2020
Time-aware Large Kernel Convolutions Vasileios Lioutas Yuhong Guo AI4TS 24 29 0 08 Feb 2020
Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation Yun-Zhu Song Hong-Han Shuai Sung-Lin Yeh Yi-Lun Wu Lun-Wei Ku Wen-Chih Peng 37 21 0 06 Feb 2020
Don't Parse, Generate! A Sequence to Sequence Architecture for Task-Oriented Semantic Parsing Subendhu Rongali Luca Soldaini Emilio Monti Wael Hamza 28 94 0 30 Jan 2020