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Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond

19 February 2016

Ramesh Nallapati

Bowen Zhou

Cicero Nogueira dos Santos

Papers citing "Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond"

50 / 698 papers shown

Title
GO FIGURE: A Meta Evaluation of Factuality in Summarization Saadia Gabriel Asli Celikyilmaz Rahul Jha Yejin Choi Jianfeng Gao HILM 317 96 0 24 Oct 2020
Pairwise Representation Learning for Event Coreference Xiaodong Yu Wenpeng Yin Dan Roth NAI 62 14 0 24 Oct 2020
Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation Yuning Mao Xiang Ren Heng Ji Jiawei Han HILM 196 39 0 24 Oct 2020
AQuaMuSe: Automatically Generating Datasets for Query-Based Multi-Document Summarization Sayali Kulkarni Sheide Chammas Wan Zhu Fei Sha Eugene Ie RALM 113 53 0 23 Oct 2020
Cross Copy Network for Dialogue Generation Changzhen Ji Xiaoxia Zhou Yating Zhang Xiaozhong Liu Changlong Sun Conghui Zhu Tiejun Zhao 91 11 0 22 Oct 2020
Controllable Text Simplification with Explicit Paraphrasing Mounica Maddela Fernando Alva-Manchego Wenyuan Xu 88 101 0 21 Oct 2020
SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Jiaxin Ju Ming Liu Longxiang Gao Shirui Pan 120 13 0 19 Oct 2020
Mixed-Lingual Pre-training for Cross-lingual Summarization Ruochen Xu Chenguang Zhu Yu Shi Michael Zeng Xuedong Huang 57 26 0 18 Oct 2020
GSum: A General Framework for Guided Neural Abstractive Summarization Zi-Yi Dou Pengfei Liu Hiroaki Hayashi Zhengbao Jiang Graham Neubig 88 260 0 15 Oct 2020
Re-evaluating Evaluation in Text Summarization Manik Bhandari Pranav Narayan Gour A. Ashfaq Pengfei Liu Graham Neubig 178 178 0 14 Oct 2020
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries Xiaofei Sun Zijun Sun Yuxian Meng Jiwei Li Chun Fan 59 20 0 14 Oct 2020
Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach Bowen Tan Lianhui Qin Eric Xing Zhiting Hu 72 38 0 14 Oct 2020
Assessing the Helpfulness of Review Content for Explaining Recommendations Diana C. Hernandez-Bocanegra J. Ziegler 26 0 0 13 Oct 2020
Incorporating BERT into Parallel Sequence Decoding with Adapters Junliang Guo Zhirui Zhang Linli Xu Hao-Ran Wei Boxing Chen Enhong Chen 113 69 0 13 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 82 24 0 11 Oct 2020
Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization Kunal Chawla Diyi Yang 114 37 0 10 Oct 2020
Open-Domain Question Answering Goes Conversational via Question Rewriting R. Anantha Svitlana Vakulenko Zhucheng Tu Shayne Longpre S. Pulman Srinivas Chappidi LRM 83 171 0 10 Oct 2020
What Have We Achieved on Text Summarization? Dandan Huang Leyang Cui Sen Yang Guangsheng Bao Kun Wang Jun Xie Yue Zhang 116 109 0 09 Oct 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 132 290 0 09 Oct 2020
WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization Faisal Ladhak Esin Durmus Claire Cardie Kathleen McKeown CVBM 70 203 0 07 Oct 2020
Plug and Play Autoencoders for Conditional Text Generation Florian Mai Nikolaos Pappas Ivan Montero Noah A. Smith U. Washington 109 37 0 06 Oct 2020
GRUEN for Evaluating Linguistic Quality of Generated Text Wanzheng Zhu S. Bhat 122 61 0 06 Oct 2020
Multi-Fact Correction in Abstractive Text Summarization Yue Dong Shuohang Wang Zhe Gan Yu Cheng Jackie C.K. Cheung Jingjing Liu KELM HILM 112 119 0 06 Oct 2020
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning Hanlu Wu Tengfei Ma Lingfei Wu Tariro Manyumwa S. Ji SSL 73 57 0 05 Oct 2020
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Jiaao Chen Diyi Yang 80 148 0 04 Oct 2020
Which *BERT? A Survey Organizing Contextualized Encoders Patrick Xia Shijie Wu Benjamin Van Durme 62 50 0 02 Oct 2020
Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary Daniel Deutsch Tania Bedrax-Weiss Dan Roth 85 113 0 01 Oct 2020
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning Yuning Mao Yanru Qu Yiqing Xie Xiang Ren Jiawei Han AI4TS 141 47 0 30 Sep 2020
Seq2Edits: Sequence Transduction Using Span-level Edit Operations Felix Stahlberg Shankar Kumar BDL 97 84 0 23 Sep 2020
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures Anirudh Joshi Namit Katariya X. Amatriain Anitha Kannan MedIm 78 90 0 18 Sep 2020
Noisy Self-Knowledge Distillation for Text Summarization Yang Liu S. Shen Mirella Lapata 77 44 0 15 Sep 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 99 237 0 27 Aug 2020
MultiGBS: A multi-layer graph approach to biomedical summarization Ensieh Davoodijam Nasser Ghadiri Maryam Lotfi Shahreza Fabio Rinaldi 39 16 0 27 Aug 2020
MutaGAN: A Seq2seq GAN Framework to Predict Mutations of Evolving Protein Populations D. S. Berman Craig Howser T. Mehoke Jared D. Evans 57 10 0 26 Aug 2020
A Baseline Analysis for Podcast Abstractive Summarization Chujie Zheng Harry J. Wang Kunpeng Zhang Ling Fan 35 12 0 24 Aug 2020
Word2vec Skip-gram Dimensionality Selection via Sequential Normalized Maximum Likelihood P. Hung Kenji Yamanishi 65 18 0 18 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 158 30 0 31 Jul 2020
Enriching Video Captions With Contextual Text Philipp Rimle Pelin Dogan Markus Gross 59 3 0 29 Jul 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 140 724 0 24 Jul 2020
Align then Summarize: Automatic Alignment Methods for Summarization Corpus Creation P. Tardy D. Janiszek Yannick Esteve Vincent Nguyen 55 10 0 15 Jul 2020
Abstractive and mixed summarization for long-single documents Roger Barrull Jugal Kalita 40 0 0 03 Jul 2020
Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization Beliz Gunel Chenguang Zhu Michael Zeng Xuedong Huang HILM 76 42 0 27 Jun 2020
Automating Text Naturalness Evaluation of NLG Systems Erion cCano Ondrej Bojar 20 0 0 23 Jun 2020
Open Source Software for Efficient and Transparent Reviews R. Schoot J. D. Bruin Raoul Schram Parisa Zahedi J. D. Boer ... Yongchao Ma Qixiang Fang Sybren Hindriks L. Tummers Daniel L. Oberski 82 536 0 22 Jun 2020
SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 100 25 0 18 Jun 2020
Multi-Image Summarization: Textual Summary from a Set of Cohesive Images Ni Trieu Sebastian Goodman P. Narayana Kazoo Sone Radu Soricut ViT 20 7 0 15 Jun 2020
ColdGANs: Taming Language GANs with Cautious Sampling Strategies Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano GAN SyDa 68 18 0 08 Jun 2020
Human or Machine: Automating Human Likeliness Evaluation of NLG Texts Erion Çano Ondrej Bojar 43 7 0 05 Jun 2020
Catching Attention with Automatic Pull Quote Selection Tanner A. Bohn Charles X. Ling 72 4 0 27 May 2020
A Generative Approach to Titling and Clustering Wikipedia Sections Anjalie Field S. Rothe Simon Baumgartner Cong Yu Abe Ittycheriah 80 4 0 22 May 2020