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
Screenplay Summarization Using Latent Narrative Structure Pinelopi Papalampidi Frank Keller Lea Frermann Mirella Lapata 17 42 0 27 Apr 2020
Experiments with LVT and FRE for Transformer model I. Gibadullin Aidar Valeev 16 1 0 26 Apr 2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization Danqing Wang Pengfei Liu Y. Zheng Xipeng Qiu Xuanjing Huang 4 277 0 26 Apr 2020
Combining Word Embeddings and N-grams for Unsupervised Document Summarization Zhuolin Jiang Manaj Srivastava Sanjay Krishna Gouda David Akodes R. Schwartz 9 3 0 25 Apr 2020
Exploring Explainable Selection to Control Abstractive Summarization Wang Haonan Gao Yang Bai Yu Mirella Lapata Huang Heyan 19 3 0 24 Apr 2020
Extractive Summarization as Text Matching Ming Zhong Pengfei Liu Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 20 459 0 19 Apr 2020
A Divide-and-Conquer Approach to the Summarization of Long Documents Alexios Gidiotis Grigorios Tsoumakas 25 18 0 13 Apr 2020
Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder Yufei Tian Jianfei Yu Jing Jiang 9 16 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
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning Zhaojiang Lin Andrea Madotto Pascale Fung 34 155 0 08 Apr 2020
Salience Estimation with Multi-Attention Learning for Abstractive Text Summarization Piji Li Lidong Bing Zhongyu Wei Wai Lam 12 3 0 07 Apr 2020
TextGAIL: Generative Adversarial Imitation Learning for Text Generation Qingyang Wu Lei Li Zhou Yu GAN 16 47 0 07 Apr 2020
Query Focused Multi-Document Summarization with Distant Supervision Yumo Xu Mirella Lapata RALM 29 12 0 06 Apr 2020
Learning to Summarize Passages: Mining Passage-Summary Pairs from Wikipedia Revision Histories Qingyu Zhou Furu Wei Ming Zhou AI4TS 11 0 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 26 18 0 04 Apr 2020
Pre-training for Abstractive Document Summarization by Reinstating Source Text Yanyan Zou Xingxing Zhang Wei Lu Furu Wei Ming Zhou 36 1 0 04 Apr 2020
Amharic Abstractive Text Summarization Amr M. Zaki M. Khalil Hazem M. Abbas 9 1 0 30 Mar 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
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation Shaojie Jiang Thomas Wolf Christof Monz Maarten de Rijke 33 11 0 26 Mar 2020
Learning Syntactic and Dynamic Selective Encoding for Document Summarization Haiyang Xu Yahao He Kun Han Junwen Chen Xiangang Li 6 0 0 25 Mar 2020
Felix: Flexible Text Editing Through Tagging and Insertion Jonathan Mallinson Aliaksei Severyn Eric Malmi Guillermo Garrido 26 76 0 24 Mar 2020
Selective Attention Encoders by Syntactic Graph Convolutional Networks for Document Summarization Haiyang Xu Yun Wang Kun Han Baochang Ma Junwen Chen Xiangang Li GNN 33 10 0 18 Mar 2020
Multi-object Tracking via End-to-end Tracklet Searching and Ranking Tao Hu Lichao Huang Han Shen VOT 42 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 85 216 0 02 Mar 2020
StructSum: Summarization via Structured Representations Vidhisha Balachandran Artidoro Pagnoni Jay Yoon Lee Dheeraj Rajagopal J. Carbonell Yulia Tsvetkov 11 9 0 01 Mar 2020
Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification W. Weng Yu-An Chung S. Tong 12 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 14 1 0 28 Feb 2020
A more abstractive summarization model Satyaki Chakraborty Xinya Li Sayak Chakraborty 11 3 0 25 Feb 2020
Discriminative Adversarial Search for Abstractive Summarization Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 34 33 0 24 Feb 2020
Semi-Supervised Speech Recognition via Local Prior Matching Wei-Ning Hsu Ann Lee Gabriel Synnaeve Awni Y. Hannun SSL 27 31 0 24 Feb 2020
On the impressive performance of randomly weighted encoders in summarization tasks Jonathan Pilault Jaehong Park C. Pal BDL 33 5 0 21 Feb 2020
Interpretable Multi-Headed Attention for Abstractive Summarization at Controllable Lengths Ritesh Sarkhel Moniba Keymanesh Arnab Nandi Srinivasan Parthasarathy 9 2 0 18 Feb 2020
GameWikiSum: a Novel Large Multi-Document Summarization Dataset Diego Antognini Boi Faltings 24 16 0 17 Feb 2020
AIBench: An Agile Domain-specific Benchmarking Methodology and an AI Benchmark Suite Wanling Gao Fei Tang Jianfeng Zhan Chuanxin Lan Chunjie Luo ... Gang Lu Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 27 1 0 17 Feb 2020
Two Huge Title and Keyword Generation Corpora of Research Articles Erion cCano Ondrej Bojar 28 16 0 11 Feb 2020
Abstractive Summarization for Low Resource Data using Domain Transfer and Data Synthesis Ahmed Magooda Diane Litman 6 17 0 09 Feb 2020
Time-aware Large Kernel Convolutions Vasileios Lioutas Yuhong Guo AI4TS 24 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 Wen-Chih Peng 37 21 0 06 Feb 2020
Teaching Machines to Converse Jiwei Li 29 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 30 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 27 446 0 13 Jan 2020
Deep Reinforced Self-Attention Masks for Abstractive Summarization (DR.SAS) Ankit R. Chadha Mohamed Masoud AI4TS 25 0 0 30 Dec 2019
Explicit Sentence Compression for Neural Machine Translation Z. Li Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita ZhuoSheng Zhang Hai Zhao 21 27 0 27 Dec 2019
Improving Abstractive Text Summarization with History Aggregation Pengcheng Liao Chuang Zhang Xiaojun Chen Xiaofei Zhou RALM 21 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 60 2,018 0 18 Dec 2019
Generating summaries tailored to target characteristics Kushal Chawla Hrituraj Singh Arijit Pramanik Mithlesh Kumar Balaji Vasan Srinivasan 27 0 0 18 Dec 2019
Quality of syntactic implication of RL-based sentence summarization Hoa T. Le Christophe Cerisara Claire Gardent 11 1 0 11 Dec 2019
MetaMT,a MetaLearning Method Leveraging Multiple Domain Data for Low Resource Machine Translation Rumeng Li Xun Wang Hong-ye Yu 22 39 0 11 Dec 2019
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization Bogdan Gliwa Iwona Mochol M. Biesek A. Wawer 60 616 0 27 Nov 2019
Relevance-Promoting Language Model for Short-Text Conversation Xin Li Piji Li Wei Bi Xiaojiang Liu Wai Lam 18 11 0 26 Nov 2019