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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 / 693 papers shown

Title
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 104 186 0 06 Nov 2019
Unsupervised Opinion Summarization as Copycat-Review Generation Arthur Brazinskas Mirella Lapata Ivan Titov 79 130 0 06 Nov 2019
A Spark ML driven preprocessing approach for deep learning based scholarly data applications Samiya Khan Xiufeng Liu Mansaf Alam 24 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 53 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 79 30 0 29 Oct 2019
Contrastive Attention Mechanism for Abstractive Sentence Summarization Xiangyu Duan Hongfei Yu Mingming Yin Min Zhang Weihua Luo Yue Zhang 67 49 0 29 Oct 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 149 747 0 28 Oct 2019
Attention Optimization for Abstractive Document Summarization Min Gui Junfeng Tian Rui Wang Zhenglu Yang 61 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 623 20,418 0 23 Oct 2019
Concept Pointer Network for Abstractive Summarization W. Wenbo Yang Gao Huang Heyan Yuxiang Zhou 53 39 0 18 Oct 2019
Contextual Joint Factor Acoustic Embeddings Yanpei Shi Thomas Hain 45 3 0 16 Oct 2019
Keyphrase Generation: A Multi-Aspect Survey Erion Çano Ondrej Bojar 81 22 0 11 Oct 2019
Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations Zhengyuan Liu A. Ng Yutong Li AiTi Aw Cewu Lu 80 101 0 03 Oct 2019
SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders Peter J. Liu Yu-An Chung Jie Jessie Ren 113 20 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 100 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 80 29 0 26 Sep 2019
Summary Level Training of Sentence Rewriting for Abstractive Summarization Sanghwan Bae Taeuk Kim Jihoon Kim Sang-goo Lee 71 69 0 19 Sep 2019
Extractive Summarization of Long Documents by Combining Global and Local Context Wen Xiao Giuseppe Carenini 112 153 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 49 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 79 63 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 100 62 0 15 Sep 2019
Ouroboros: On Accelerating Training of Transformer-Based Language Models Qian Yang Zhouyuan Huo Wenlin Wang Heng-Chiao Huang Lawrence Carin 54 9 0 14 Sep 2019
Efficiency Metrics for Data-Driven Models: A Text Summarization Case Study Erion Çano Ondrej Bojar 41 11 0 14 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 151 1,254 0 11 Sep 2019
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning Peng Xu Chien-Sheng Wu Andrea Madotto Pascale Fung 96 36 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 79 36 0 08 Sep 2019
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 295 222 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 218 44 0 06 Sep 2019
Informative and Controllable Opinion Summarization Reinald Kim Amplayo Mirella Lapata 86 57 0 05 Sep 2019
Distributionally Robust Language Modeling Yonatan Oren Shiori Sagawa Tatsunori B. Hashimoto Percy Liang OOD 93 176 0 04 Sep 2019
An Entity-Driven Framework for Abstractive Summarization Eva Sharma Luyang Huang Zhe Hu Lu Wang AI4TS 92 74 0 04 Sep 2019
Mixture Content Selection for Diverse Sequence Generation Jaemin Cho Minjoon Seo Hannaneh Hajishirzi 53 61 0 04 Sep 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models Thomas Scialom Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 79 150 0 04 Sep 2019
Neural Linguistic Steganography Zachary M. Ziegler Yuntian Deng Alexander M. Rush 66 118 0 03 Sep 2019
Attributed Rhetorical Structure Grammar for Domain Text Summarization R. Lu Shengluan Hou Chuanqing Wang Yu Huang Chaoqun Fei Songmao Zhang 27 9 0 03 Sep 2019
Repurposing Decoder-Transformer Language Models for Abstractive Summarization Luke de Oliveira Alfredo Láinez Rodrigo 21 4 0 01 Sep 2019
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization Siyao Li Deren Lei Pengda Qin William Yang Wang 63 44 0 31 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 72 52 0 30 Aug 2019
DeepCopy: Grounded Response Generation with Hierarchical Pointer Networks Semih Yavuz Abhinav Rastogi Guan-Lin Chao Dilek Z. Hakkani-Tür 80 80 0 28 Aug 2019
Facet-Aware Evaluation for Extractive Summarization Yuning Mao Liyuan Liu Qi Zhu Xiang Ren Jiawei Han CVBM 71 20 0 27 Aug 2019
Neural Text Summarization: A Critical Evaluation Wojciech Kry'sciñski N. Keskar Bryan McCann Caiming Xiong R. Socher 113 367 0 23 Aug 2019
Deep Learning Based Chatbot Models Richard Csaky 72 46 0 23 Aug 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 469 1,453 0 22 Aug 2019
Topic Augmented Generator for Abstractive Summarization Melissa Ailem Bowen Zhang Fei Sha 65 17 0 19 Aug 2019
AIBench: An Industry Standard Internet Service AI Benchmark Suite Wanling Gao Fei Tang Lei Wang Jianfeng Zhan Chunxin Lan ... Yatao Li Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 68 45 0 13 Aug 2019
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System Ye Liu Chenwei Zhang Xiaohui Yan Yi-Ju Chang Philip S. Yu 63 20 0 13 Aug 2019
Deep Neural Network for Semantic-based Text Recognition in Images Yi Zheng Qitong Wang Margrit Betke 54 7 0 04 Aug 2019
Simple Unsupervised Summarization by Contextual Matching Jiawei Zhou Alexander M. Rush 59 32 0 31 Jul 2019
Abstractive Document Summarization without Parallel Data Nikola I. Nikolov Richard H. R. Hahnloser 75 9 0 30 Jul 2019
Text-to-SQL Generation for Question Answering on Electronic Medical Records Ping Wang Tian Shi Chandan K. Reddy 64 107 0 28 Jul 2019