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 / 1,103 papers shown

Title
Controlling the Amount of Verbatim Copying in Abstractive Summarization Kaiqiang Song Bingqing Wang Z. Feng Liu Ren Fei Liu 23 51 0 23 Nov 2019
Joint Parsing and Generation for Abstractive Summarization Kaiqiang Song Logan Lebanoff Qipeng Guo Xipeng Qiu Xiangyang Xue Chen Li Dong Yu Fei Liu 27 29 0 23 Nov 2019
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering Yang Deng Wai Lam Yuexiang Xie Daoyuan Chen Yaliang Li Min Yang Ying Shen 27 61 0 22 Nov 2019
Improved Document Modelling with a Neural Discourse Parser Fajri Koto Jey Han Lau Timothy Baldwin 31 4 0 16 Nov 2019
Understanding Multi-Head Attention in Abstractive Summarization Joris Baan Maartje ter Hoeve M. V. D. Wees Anne Schuth Maarten de Rijke AAML 27 23 0 10 Nov 2019
Distilling Knowledge Learned in BERT for Text Generation Yen-Chun Chen Zhe Gan Yu Cheng Jingzhou Liu Jingjing Liu 20 28 0 10 Nov 2019
Generalizing Natural Language Analysis through Span-relation Representations Zhengbao Jiang Wenyuan Xu Jun Araki Graham Neubig 30 60 0 10 Nov 2019
On Architectures for Including Visual Information in Neural Language Models for Image Description Marc Tanti Albert Gatt K. Camilleri VLM 30 2 0 09 Nov 2019
Resurrecting Submodularity for Neural Text Generation Simeng Han Xiang Lin Chenyu You 19 0 0 08 Nov 2019
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports Yuhao Zhang Derek Merck E. Tsai Christopher D. Manning C. Langlotz MedIm HILM 27 185 0 06 Nov 2019
Unsupervised Opinion Summarization as Copycat-Review Generation Arthur Brazinskas Mirella Lapata Ivan Titov 22 125 0 06 Nov 2019
A Spark ML driven preprocessing approach for deep learning based scholarly data applications Samiya Khan Xiufeng Liu Mansaf Alam 17 0 0 04 Nov 2019
Positional Attention-based Frame Identification with BERT: A Deep Learning Approach to Target Disambiguation and Semantic Frame Selection Sang-Sang Tan Jin-Cheon Na 14 9 0 31 Oct 2019
Findings of the Third Workshop on Neural Generation and Translation Hiroaki Hayashi Yusuke Oda Alexandra Birch Ioannis Konstas A. Finch Minh-Thang Luong Graham Neubig Katsuhito Sudoh 27 30 0 29 Oct 2019
Contrastive Attention Mechanism for Abstractive Sentence Summarization Xiangyu Duan Hongfei Yu Mingming Yin Min Zhang Weihua Luo Yue Zhang 13 48 0 29 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
Attention Optimization for Abstractive Document Summarization Min Gui Junfeng Tian Rui Wang Zhenglu Yang 12 18 0 25 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 129 19,529 0 23 Oct 2019
XL-Editor: Post-editing Sentences with XLNet Yong-Siang Shih Wei-Cheng Chang Yiming Yang KELM 22 11 0 19 Oct 2019
Concept Pointer Network for Abstractive Summarization W. Wenbo Yang Gao Huang Heyan Yuxiang Zhou 19 39 0 18 Oct 2019
Contextual Joint Factor Acoustic Embeddings Yanpei Shi Thomas Hain 14 3 0 16 Oct 2019
Keyphrase Generation: A Multi-Aspect Survey Erion Çano Ondrej Bojar 27 21 0 11 Oct 2019
Read, Highlight and Summarize: A Hierarchical Neural Semantic Encoder-based Approach Rajeev Bhatt Ambati Saptarashmi Bandyopadhyay P. Mitra 14 0 0 08 Oct 2019
Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations Zhengyuan Liu A. Ng Yutong Li AiTi Aw Cewu Lu 24 101 0 03 Oct 2019
SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders Peter J. Liu Yu-An Chung Jie Jessie Ren 24 20 0 02 Oct 2019
Abstractive Dialog Summarization with Semantic Scaffolds Lin Yuan Zhou Yu 39 27 0 02 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
Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation Ze Yang Can Xu Wei Wu Zhoujun Li 3DV 23 29 0 26 Sep 2019
In Conclusion Not Repetition: Comprehensive Abstractive Summarization With Diversified Attention Based On Determinantal Point Processes Lei Li Wei Liu Marina Litvak N. Vanetik Zuying Huang 16 11 0 24 Sep 2019
Multi-stage Pretraining for Abstractive Summarization Sebastian Goodman Zhenzhong Lan Radu Soricut 16 5 0 23 Sep 2019
Summary Level Training of Sentence Rewriting for Abstractive Summarization Sanghwan Bae Taeuk Kim Jihoon Kim Sang-goo Lee 38 68 0 19 Sep 2019
Extractive Summarization of Long Documents by Combining Global and Local Context Wen Xiao Giuseppe Carenini 22 151 0 17 Sep 2019
Controllable Length Control Neural Encoder-Decoder via Reinforcement Learning Junyi Bian Baojun Lin Kecheng Zhang Zhaohui Yan H. Tang Yonghe Zhang 22 5 0 17 Sep 2019
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle Peter West Ari Holtzman Jan Buys Yejin Choi SSL 14 58 0 16 Sep 2019
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever Libo Qin Yijia Liu Wanxiang Che Haoyang Wen Yangming Li Ting Liu RALM 32 59 0 15 Sep 2019
Ouroboros: On Accelerating Training of Transformer-Based Language Models Qian Yang Zhouyuan Huo Wenlin Wang Heng-Chiao Huang Lawrence Carin 25 9 0 14 Sep 2019
Efficiency Metrics for Data-Driven Models: A Text Summarization Case Study Erion Çano Ondrej Bojar 22 11 0 14 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann L. Varshney Caiming Xiong R. Socher AI4CE 57 1,237 0 11 Sep 2019
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning Peng Xu Chien-Sheng Wu Andrea Madotto Pascale Fung 24 35 0 09 Sep 2019
Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses Matt Grenander Yue Dong Jackie C.K. Cheung Annie Louis 22 35 0 08 Sep 2019
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
Incorporating External Knowledge into Machine Reading for Generative Question Answering Bin Bi Chen Henry Wu Ming Yan Wei Wang Jiangnan Xia Chenliang Li RALM 176 44 0 06 Sep 2019
Informative and Controllable Opinion Summarization Reinald Kim Amplayo Mirella Lapata 14 57 0 05 Sep 2019
Distributionally Robust Language Modeling Yonatan Oren Shiori Sagawa Tatsunori B. Hashimoto Percy Liang OOD 14 167 0 04 Sep 2019
An Entity-Driven Framework for Abstractive Summarization Eva Sharma Luyang Huang Zhe Hu Lu Wang AI4TS 18 74 0 04 Sep 2019
Mixture Content Selection for Diverse Sequence Generation Jaemin Cho Minjoon Seo Hannaneh Hajishirzi 27 61 0 04 Sep 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models Thomas Scialom Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 27 149 0 04 Sep 2019
Neural Linguistic Steganography Zachary M. Ziegler Yuntian Deng Alexander M. Rush 11 109 0 03 Sep 2019
Attributed Rhetorical Structure Grammar for Domain Text Summarization R. Lu Shengluan Hou Chuanqing Wang Yu Huang Chaoqun Fei Songmao Zhang 12 9 0 03 Sep 2019
Repurposing Decoder-Transformer Language Models for Abstractive Summarization Luke de Oliveira Alfredo Láinez Rodrigo 11 4 0 01 Sep 2019