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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
A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal D. Ghalandari Chris Hokamp N. Pham John Glover Georgiana Ifrim 70 109 0 20 May 2020
Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model Da-Rong Liu Chunxi Liu Frank Zhang Gabriel Synnaeve Yatharth Saraf Geoffrey Zweig 71 19 0 15 May 2020
Deep Learning for Political Science Kakia Chatsiou Slava Jankin AI4CE 66 13 0 13 May 2020
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling F. S. Bao Hebi Li Ge Luo Minghui Qiu Yinfei Yang Youbiao He Cen Chen 62 4 0 13 May 2020
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information Shen Gao Preslav Nakov Zhaochun Ren Dongyan Zhao Rui Yan 67 48 0 10 May 2020
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus He He Mona T. Diab HILM 95 398 0 07 May 2020
AIBench Scenario: Scenario-distilling AI Benchmarking Wanling Gao Fei Tang Jianfeng Zhan Xu Wen Lei Wang Zheng Cao Chuanxin Lan Chunjie Luo Xiaoli Liu Zihan Jiang 63 14 0 06 May 2020
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques Kundan Krishna Sopan Khosla Jeffrey P. Bigham Zachary Chase Lipton 91 120 0 04 May 2020
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction Raphael Schumann Lili Mou Yao Lu Olga Vechtomova K. Markert 237 42 0 04 May 2020
We Need to Talk About Random Splits Anders Søgaard Sebastian Ebert Jasmijn Bastings Katja Filippova 99 100 0 01 May 2020
Discourse-Aware Unsupervised Summarization of Long Scientific Documents Yue Dong Andrei Mircea Jackie C.K. Cheung 62 8 0 01 May 2020
MLSUM: The Multilingual Summarization Corpus Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 96 177 0 30 Apr 2020
Few-Shot Learning for Opinion Summarization Arthur Brazinskas Mirella Lapata Ivan Titov 45 2 0 30 Apr 2020
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks Tasnim Mohiuddin Prathyusha Jwalapuram Xiang Lin Shafiq Joty OffRL 29 7 0 30 Apr 2020
Improved Natural Language Generation via Loss Truncation Daniel Kang Tatsunori Hashimoto 87 97 0 30 Apr 2020
Screenplay Summarization Using Latent Narrative Structure Pinelopi Papalampidi Frank Keller Lea Frermann Mirella Lapata 40 43 0 27 Apr 2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization Danqing Wang Pengfei Liu Y. Zheng Xipeng Qiu Xuanjing Huang 157 282 0 26 Apr 2020
Extractive Summarization as Text Matching Ming Zhong Pengfei Liu Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 150 462 0 19 Apr 2020
A Divide-and-Conquer Approach to the Summarization of Long Documents Alexios Gidiotis Grigorios Tsoumakas 70 18 0 13 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Jinpeng Wang Kyunghyun Cho M. Lewis HILM 94 486 0 08 Apr 2020
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning Zhaojiang Lin Andrea Madotto Pascale Fung 105 163 0 08 Apr 2020
TextGAIL: Generative Adversarial Imitation Learning for Text Generation Qingyang Wu Lei Li Zhou Yu GAN 92 50 0 07 Apr 2020
Query Focused Multi-Document Summarization with Distant Supervision Yumo Xu Mirella Lapata RALM 46 12 0 06 Apr 2020
A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining Chenguang Zhu Ruochen Xu Michael Zeng Xuedong Huang BDL AI4TS 89 18 0 04 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 115 26 0 29 Mar 2020
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation Shaojie Jiang Thomas Wolf Christof Monz Maarten de Rijke 59 12 0 26 Mar 2020
Learning Syntactic and Dynamic Selective Encoding for Document Summarization Haiyang Xu Yahao He Kun Han Junwen Chen Xiangang Li 16 0 0 25 Mar 2020
Felix: Flexible Text Editing Through Tagging and Insertion Jonathan Mallinson Aliaksei Severyn Eric Malmi Guillermo Garrido 82 76 0 24 Mar 2020
Multi-object Tracking via End-to-end Tracklet Searching and Ranking Tao Hu Lichao Huang Han Shen VOT 84 6 0 04 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 151 222 0 02 Mar 2020
Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification W. Weng Yu-An Chung S. Tong 42 8 0 29 Feb 2020
GASP! Generating Abstracts of Scientific Papers from Abstracts of Cited Papers Fabio Massimo Zanzotto V. Bono P. Vocca Andrea Santilli D. Croce G. Gambosi R. Basili 38 1 0 28 Feb 2020
A more abstractive summarization model Satyaki Chakraborty Xinya Li Sayak Chakraborty 23 3 0 25 Feb 2020
Discriminative Adversarial Search for Abstractive Summarization Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 93 33 0 24 Feb 2020
Semi-Supervised Speech Recognition via Local Prior Matching Wei-Ning Hsu Ann Lee Gabriel Synnaeve Awni Y. Hannun SSL 133 31 0 24 Feb 2020
GameWikiSum: a Novel Large Multi-Document Summarization Dataset Diego Antognini Boi Faltings 58 16 0 17 Feb 2020
Time-aware Large Kernel Convolutions Vasileios Lioutas Yuhong Guo AI4TS 97 29 0 08 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 Chao-Han Huck Yang 76 21 0 06 Feb 2020
Teaching Machines to Converse Jiwei Li 87 4 0 31 Jan 2020
Generating Representative Headlines for News Stories Xiaotao Gu Yuning Mao Jiawei Han Jialu Liu Hongkun Yu You Wu Cong Yu Daniel Finnie Jiaqi Zhai Nicholas Zukoski 97 70 0 26 Jan 2020
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training Weizhen Qi Yu Yan Yeyun Gong Dayiheng Liu Nan Duan Jiusheng Chen Ruofei Zhang Ming Zhou AI4TS 140 450 0 13 Jan 2020
Explicit Sentence Compression for Neural Machine Translation Z. Li Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita Zhuosheng Zhang Hai Zhao 70 29 0 27 Dec 2019
Improving Abstractive Text Summarization with History Aggregation Pengcheng Liao Chuang Zhang Xiaojun Chen Xiaofei Zhou RALM 51 9 0 24 Dec 2019
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 307 2,057 0 18 Dec 2019
Generating summaries tailored to target characteristics Kushal Chawla Hrituraj Singh Arijit Pramanik Mithlesh Kumar Balaji Vasan Srinivasan 37 0 0 18 Dec 2019
MetaMT,a MetaLearning Method Leveraging Multiple Domain Data for Low Resource Machine Translation Rumeng Li Xun Wang Hong-ye Yu 85 39 0 11 Dec 2019
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization Bogdan Gliwa Iwona Mochol M. Biesek A. Wawer 139 640 0 27 Nov 2019
Relevance-Promoting Language Model for Short-Text Conversation Xin Li Piji Li Wei Bi Xiaojiang Liu Wai Lam 78 11 0 26 Nov 2019
Controlling the Amount of Verbatim Copying in Abstractive Summarization Kaiqiang Song Bingqing Wang Z. Feng Liu Ren Fei Liu 78 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 83 30 0 23 Nov 2019