Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting

28 May 2018

Papers citing "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting"

50 / 117 papers shown

Title
BASS: Boosting Abstractive Summarization with Unified Semantic Graph Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Ziqiang Cao Sujian Li Hua Wu Haifeng Wang 36 45 0 25 May 2021
BookSum: A Collection of Datasets for Long-form Narrative Summarization Wojciech Kry'sciñski Nazneen Rajani Divyansh Agarwal Caiming Xiong Dragomir R. Radev RALM 36 145 0 18 May 2021
The Summary Loop: Learning to Write Abstractive Summaries Without Examples Philippe Laban Andrew Hsi Bloomberg John F. Canny Marti A. Hearst 25 56 0 11 May 2021
Long-Span Summarization via Local Attention and Content Selection Potsawee Manakul Mark Gales 18 42 0 08 May 2021
Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes Han-Chin Shing Chaitanya P. Shivade Nima Pourdamghani Feng Nan Philip Resnik Douglas W. Oard Parminder Bhatia 60 24 0 27 Apr 2021
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 228 144 0 18 Apr 2021
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams Emily Alsentzer Mert Ketenci Jason Zucker Noémie Elhadad 50 47 0 12 Apr 2021
A New Approach to Overgenerating and Scoring Abstractive Summaries Kaiqiang Song Bingqing Wang Z. Feng Fei Liu 22 17 0 05 Apr 2021
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Tiezheng Yu Zihan Liu Pascale Fung CLL 46 81 0 21 Mar 2021
Data Augmentation for Abstractive Query-Focused Multi-Document Summarization Ramakanth Pasunuru Asli Celikyilmaz Michel Galley Chenyan Xiong Yizhe Zhang Joey Tianyi Zhou Jianfeng Gao 21 41 0 02 Mar 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 127 35 0 17 Feb 2021
Data-to-text Generation with Macro Planning Ratish Puduppully Mirella Lapata 63 73 0 04 Feb 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 83 84 0 30 Jan 2021
EQG-RACE: Examination-Type Question Generation Xin Jia Wenjie Zhou Xu Sun Yunfang Wu AI4Ed 26 39 0 11 Dec 2020
DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru Han Guo Joey Tianyi Zhou OffRL 32 6 0 15 Nov 2020
Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks Xiachong Feng Xiaocheng Feng Bing Qin Ting Liu 97 49 0 20 Oct 2020
GSum: A General Framework for Guided Neural Abstractive Summarization Zi-Yi Dou Pengfei Liu Hiroaki Hayashi Zhengbao Jiang Graham Neubig 11 256 0 15 Oct 2020
Evaluating Factuality in Generation with Dependency-level Entailment Tanya Goyal Greg Durrett 23 147 0 12 Oct 2020
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Yiran Chen Pengfei Liu Ming Zhong Zi-Yi Dou Danqing Wang Xipeng Qiu Xuanjing Huang ELM 30 24 0 11 Oct 2020
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Jiaao Chen Diyi Yang 27 143 0 04 Oct 2020
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning Yuning Mao Yanru Qu Yiqing Xie Xiang Ren Jiawei Han AI4TS 20 46 0 30 Sep 2020
Sparsifying Transformer Models with Trainable Representation Pooling Michal Pietruszka Łukasz Borchmann Lukasz Garncarek 23 10 0 10 Sep 2020
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention Wasi Uddin Ahmad Xiaoyu Bai Soomin Lee Kai-Wei Chang 41 36 0 04 Aug 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 38 690 0 24 Jul 2020
Massive Multi-Document Summarization of Product Reviews with Weak Supervision Ori Shapira Ran Levy ELM 36 12 0 22 Jul 2020
A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Zi-Yi Dou Sachin Kumar Yulia Tsvetkov 24 10 0 27 Jun 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 19 377 0 26 Jun 2020
A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss Hou Pong Chan Wang Chen Irwin King VLM 24 29 0 02 Jun 2020
Question-Driven Summarization of Answers to Consumer Health Questions Max E. Savery Asma Ben Abacha Soumya Gayen Dina Demner-Fushman 33 78 0 18 May 2020
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus He He Mona T. Diab HILM 23 384 0 07 May 2020
Exploring Content Selection in Summarization of Novel Chapters Faisal Ladhak Bryan Li Yaser Al-Onaizan Kathleen McKeown 71 35 0 04 May 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward Luyang Huang Lingfei Wu Lu Wang RALM 32 161 0 03 May 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
A Divide-and-Conquer Approach to the Summarization of Long Documents Alexios Gidiotis Grigorios Tsoumakas 25 18 0 13 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Jinpeng Wang Kyunghyun Cho M. Lewis HILM 36 472 0 08 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
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 83 216 0 02 Mar 2020
A more abstractive summarization model Satyaki Chakraborty Xinya Li Sayak Chakraborty 6 3 0 25 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 29 21 0 06 Feb 2020
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization Bogdan Gliwa Iwona Mochol M. Biesek A. Wawer 60 615 0 27 Nov 2019
Discourse-Aware Neural Extractive Text Summarization Jiacheng Xu Zhe Gan Yu Cheng Jingjing Liu BDL 43 278 0 30 Oct 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 21 727 0 28 Oct 2019
Keyphrase Generation: A Multi-Aspect Survey Erion Çano Ondrej Bojar 27 21 0 11 Oct 2019
A Closer Look at Data Bias in Neural Extractive Summarization Models Ming Zhong Danqing Wang Pengfei Liu Xipeng Qiu Xuanjing Huang 48 42 0 30 Sep 2019
Summary Level Training of Sentence Rewriting for Abstractive Summarization Sanghwan Bae Taeuk Kim Jihoon Kim Sang-goo Lee 35 68 0 19 Sep 2019
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 246 215 0 07 Sep 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models Thomas Scialom Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 27 149 0 04 Sep 2019
Exploring Domain Shift in Extractive Text Summarization Danqing Wang Pengfei Liu Ming Zhong Jie Fu Xipeng Qiu Xuanjing Huang 27 36 0 30 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
Summary Refinement through Denoising Nikola I. Nikolov Alessandro Calmanovici Richard H. R. Hahnloser 18 1 0 25 Jul 2019