A Deep Reinforced Model for Abstractive Summarization

11 May 2017

Papers citing "A Deep Reinforced Model for Abstractive Summarization"

50 / 713 papers shown

Title
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 248 215 0 07 Sep 2019
An Entity-Driven Framework for Abstractive Summarization Eva Sharma Luyang Huang Zhe Hu Lu Wang AI4TS 29 74 0 04 Sep 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models Thomas Scialom Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 32 149 0 04 Sep 2019
Better Rewards Yield Better Summaries: Learning to Summarise Without References F. Böhm Yang Gao Christian M. Meyer Ori Shapira Ido Dagan Iryna Gurevych 33 106 0 03 Sep 2019
Encode, Tag, Realize: High-Precision Text Editing Eric Malmi Sebastian Krause S. Rothe Daniil Mirylenka Aliaksei Severyn 3DV 19 170 0 03 Sep 2019
Repurposing Decoder-Transformer Language Models for Abstractive Summarization Luke de Oliveira Alfredo Láinez Rodrigo 16 4 0 01 Sep 2019
Generating Classical Chinese Poems from Vernacular Chinese Zhichao Yang Pengshan Cai Yansong Feng Fei Li Weijiang Feng Elena Suet-Ying Chiu Hong-ye Yu 25 15 0 31 Aug 2019
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization Siyao Li Deren Lei Pengda Qin William Yang Wang 14 43 0 31 Aug 2019
Let's Ask Again: Refine Network for Automatic Question Generation Preksha Nema Akash Kumar Mohankumar Mitesh M. Khapra Balaji Vasan Srinivasan Balaraman Ravindran 32 51 0 31 Aug 2019
Generating Personalized Recipes from Historical User Preferences Bodhisattwa Prasad Majumder Shuyang Li Jianmo Ni Julian McAuley 30 113 0 31 Aug 2019
Reflective Decoding Network for Image Captioning Lei Ke Wenjie Pei Ruiyu Li Xiaoyong Shen Yu-Wing Tai ObjD 16 91 0 30 Aug 2019
Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization Taehee Jung Dongyeop Kang L. Mentch Eduard H. Hovy 30 50 0 30 Aug 2019
Exploring Domain Shift in Extractive Text Summarization Danqing Wang Pengfei Liu Ming Zhong Jie Fu Xipeng Qiu Xuanjing Huang 32 36 0 30 Aug 2019
Facet-Aware Evaluation for Extractive Summarization Yuning Mao Liyuan Liu Qi Zhu Xiang Ren Jiawei Han CVBM 24 20 0 27 Aug 2019
Neural Text Summarization: A Critical Evaluation Wojciech Kry'sciñski N. Keskar Bryan McCann Caiming Xiong R. Socher 22 361 0 23 Aug 2019
Deep Learning Based Chatbot Models Richard Csaky 29 46 0 23 Aug 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 261 1,436 0 22 Aug 2019
Dialog State Tracking with Reinforced Data Augmentation Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Qun Liu OffRL 27 25 0 21 Aug 2019
Topic Augmented Generator for Abstractive Summarization Melissa Ailem Bowen Zhang Fei Sha 30 17 0 19 Aug 2019
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation Yu Chen Lingfei Wu Mohammed J Zaki GNN 19 154 0 14 Aug 2019
Neural Text Generation with Unlikelihood Training Sean Welleck Ilia Kulikov Stephen Roller Emily Dinan Kyunghyun Cho Jason Weston MU 12 566 0 12 Aug 2019
Simple Unsupervised Summarization by Contextual Matching Jiawei Zhou Alexander M. Rush 19 32 0 31 Jul 2019
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models Boyuan Pan Yazheng Yang Hao Li Zhou Zhao Yueting Zhuang Deng Cai Xiaofei He 24 18 0 23 Jul 2019
ELI5: Long Form Question Answering Angela Fan Yacine Jernite Ethan Perez David Grangier Jason Weston Michael Auli AI4MH ELM 43 600 0 22 Jul 2019
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 34 18 0 19 Jul 2019
STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings Léo Bouscarrat Antoine Bonnefoy Thomas Peel Cecile Pereira AILaw 33 19 0 16 Jul 2019
Ranking sentences from product description & bullets for better search Prateek Verma Aliasgar Kutiyanawala Ke Shen 24 1 0 15 Jul 2019
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation Hainan Zhang Yanyan Lan Liang Pang Jiafeng Guo Xueqi Cheng 24 114 0 09 Jul 2019
Searching for Effective Neural Extractive Summarization: What Works and What's Next Ming Zhong Pengfei Liu Danqing Wang Xipeng Qiu Xuanjing Huang AI4TS 22 150 0 08 Jul 2019
Multiplicative Models for Recurrent Language Modeling Diego Maupomé Marie-Jean Meurs KELM 13 1 0 30 Jun 2019
Generating Empathetic Responses by Looking Ahead the User's Sentiment Jamin Shin Peng Xu Andrea Madotto Pascale Fung 28 48 0 20 Jun 2019
Theoretical Limitations of Self-Attention in Neural Sequence Models Michael Hahn 19 261 0 16 Jun 2019
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking Masaru Isonuma Junichiro Mori Ichiro Sakata BDL 13 42 0 13 Jun 2019
Keeping Notes: Conditional Natural Language Generation with a Scratchpad Mechanism Ryan Y. Benmalek Madian Khabsa Suma Desu Claire Cardie Michele Banko 27 6 0 12 Jun 2019
Generating Summaries with Topic Templates and Structured Convolutional Decoders Laura Perez-Beltrachini Yang Liu Mirella Lapata 25 41 0 11 Jun 2019
Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards Hou Pong Chan Wang Chen Lu Wang Irwin King 27 82 0 10 Jun 2019
BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization Eva Sharma Chen Li Lu Wang AILaw 39 223 0 10 Jun 2019
Sentence Centrality Revisited for Unsupervised Summarization Hao Zheng Mirella Lapata 16 166 0 08 Jun 2019
This Email Could Save Your Life: Introducing the Task of Email Subject Line Generation Rui Zhang Joel R. Tetreault 28 73 0 08 Jun 2019
Preference-based Interactive Multi-Document Summarisation Yang Gao Christian M. Meyer Iryna Gurevych 14 27 0 07 Jun 2019
Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model Alexander R. Fabbri Irene Z Li Tianwei She Suyi Li Dragomir R. Radev 36 567 0 04 Jun 2019
Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization Hai Ye Wenjie Li Lu Wang 16 23 0 03 Jun 2019
Question Answering as an Automatic Evaluation Metric for News Article Summarization Matan Eyal Tal Baumel Michael Elhadad ELM 33 113 0 02 Jun 2019
Efficient Adaptation of Pretrained Transformers for Abstractive Summarization Andrew Hoang Antoine Bosselut Asli Celikyilmaz Yejin Choi 24 39 0 01 Jun 2019
Scoring Sentence Singletons and Pairs for Abstractive Summarization Logan Lebanoff Kaiqiang Song Franck Dernoncourt Doo Soon Kim Seokhwan Kim W. Chang Fei Liu CVBM 30 103 0 31 May 2019
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization Sangwoo Cho Logan Lebanoff H. Foroosh Fei Liu 30 53 0 31 May 2019
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning Tahira Naseem Abhishek Shah Hui Wan Radu Florian Salim Roukos Miguel Ballesteros 27 59 0 31 May 2019
Hierarchical Transformers for Multi-Document Summarization Yang Liu Mirella Lapata 33 294 0 30 May 2019
LeafNATS: An Open-Source Toolkit and Live Demo System for Neural Abstractive Text Summarization Tian Shi Ping Wang Chandan K. Reddy AI4TS 31 15 0 28 May 2019
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives Yi Tay Shuohang Wang Anh Tuan Luu Jie Fu Minh C. Phan Xingdi Yuan J. Rao S. Hui Aston Zhang 39 108 0 26 May 2019