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Abstractive Text Summarization Using Sequence-to-Sequence RNNs and
  Beyond
v1v2v3v4v5 (latest)

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

19 February 2016
Ramesh Nallapati
Bowen Zhou
Cicero Nogueira dos Santos
Çağlar Gülçehre
Bing Xiang
    AIMat
ArXiv (abs)PDFHTML

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

50 / 1,163 papers shown
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence
  Pre-training
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-trainingFindings (Findings), 2020
Weizhen Qi
Yu Yan
Yeyun Gong
Dayiheng Liu
Nan Duan
Jiusheng Chen
Ruofei Zhang
Ming Zhou
AI4TS
366
472
0
13 Jan 2020
Deep Reinforced Self-Attention Masks for Abstractive Summarization
  (DR.SAS)
Deep Reinforced Self-Attention Masks for Abstractive Summarization (DR.SAS)
Ankit R. Chadha
Mohamed Masoud
AI4TS
85
0
0
30 Dec 2019
Explicit Sentence Compression for Neural Machine Translation
Explicit Sentence Compression for Neural Machine TranslationAAAI Conference on Artificial Intelligence (AAAI), 2019
Z. Li
Rui Wang
Kehai Chen
Masao Utiyama
Eiichiro Sumita
Zhuosheng Zhang
Hai Zhao
146
31
0
27 Dec 2019
Improving Abstractive Text Summarization with History Aggregation
Improving Abstractive Text Summarization with History AggregationIEEE International Joint Conference on Neural Network (IJCNN), 2019
Pengcheng Liao
Chuang Zhang
Xiaojun Chen
Xiaofei Zhou
RALM
147
10
0
24 Dec 2019
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive
  Summarization
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive SummarizationInternational Conference on Machine Learning (ICML), 2019
Jingqing Zhang
Yao-Min Zhao
Mohammad Saleh
Peter J. Liu
RALM3DGS
824
2,296
0
18 Dec 2019
Generating summaries tailored to target characteristics
Generating summaries tailored to target characteristics
Kushal Chawla
Hrituraj Singh
Arijit Pramanik
Mithlesh Kumar
Balaji Vasan Srinivasan
115
0
0
18 Dec 2019
Quality of syntactic implication of RL-based sentence summarization
Quality of syntactic implication of RL-based sentence summarizationCommunications in Computer and Information Science (CCIS), 2019
Hoa T. Le
Christophe Cerisara
Claire Gardent
84
1
0
11 Dec 2019
MetaMT,a MetaLearning Method Leveraging Multiple Domain Data for Low
  Resource Machine Translation
MetaMT,a MetaLearning Method Leveraging Multiple Domain Data for Low Resource Machine TranslationAAAI Conference on Artificial Intelligence (AAAI), 2019
Rumeng Li
Xun Wang
Hong-ye Yu
149
41
0
11 Dec 2019
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive
  Summarization
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Bogdan Gliwa
Iwona Mochol
M. Biesek
A. Wawer
497
753
0
27 Nov 2019
Relevance-Promoting Language Model for Short-Text Conversation
Relevance-Promoting Language Model for Short-Text ConversationAAAI Conference on Artificial Intelligence (AAAI), 2019
Xin Li
Piji Li
Wei Bi
Xiaojiang Liu
Wai Lam
163
11
0
26 Nov 2019
Controlling the Amount of Verbatim Copying in Abstractive Summarization
Controlling the Amount of Verbatim Copying in Abstractive SummarizationAAAI Conference on Artificial Intelligence (AAAI), 2019
Kaiqiang Song
Bingqing Wang
Z. Feng
Liu Ren
Fei Liu
143
53
0
23 Nov 2019
Joint Parsing and Generation for Abstractive Summarization
Joint Parsing and Generation for Abstractive SummarizationAAAI Conference on Artificial Intelligence (AAAI), 2019
Kaiqiang Song
Logan Lebanoff
Qipeng Guo
Xipeng Qiu
Xiangyang Xue
Chen Li
Dong Yu
Fei Liu
166
29
0
23 Nov 2019
Joint Learning of Answer Selection and Answer Summary Generation in
  Community Question Answering
Joint Learning of Answer Selection and Answer Summary Generation in Community Question AnsweringAAAI Conference on Artificial Intelligence (AAAI), 2019
Yang Deng
Wai Lam
Yuexiang Xie
Daoyuan Chen
Yaliang Li
Min Yang
Ying Shen
176
64
0
22 Nov 2019
Improved Document Modelling with a Neural Discourse Parser
Improved Document Modelling with a Neural Discourse ParserAustralasian Language Technology Association Workshop (ALTA), 2019
Fajri Koto
Jey Han Lau
Timothy Baldwin
103
4
0
16 Nov 2019
Understanding Multi-Head Attention in Abstractive Summarization
Understanding Multi-Head Attention in Abstractive Summarization
Joris Baan
Maartje ter Hoeve
M. V. D. Wees
Anne Schuth
Maarten de Rijke
AAML
130
23
0
10 Nov 2019
Distilling Knowledge Learned in BERT for Text Generation
Distilling Knowledge Learned in BERT for Text Generation
Yen-Chun Chen
Zhe Gan
Yu Cheng
Jingzhou Liu
Jingjing Liu
237
31
0
10 Nov 2019
Generalizing Natural Language Analysis through Span-relation
  Representations
Generalizing Natural Language Analysis through Span-relation RepresentationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Zhengbao Jiang
Wenyuan Xu
Jun Araki
Graham Neubig
255
60
0
10 Nov 2019
On Architectures for Including Visual Information in Neural Language
  Models for Image Description
On Architectures for Including Visual Information in Neural Language Models for Image Description
Marc Tanti
Albert Gatt
K. Camilleri
VLM
125
2
0
09 Nov 2019
Resurrecting Submodularity for Neural Text Generation
Resurrecting Submodularity for Neural Text Generation
Simeng Han
Xiang Lin
Shafiq Joty
180
0
0
08 Nov 2019
Optimizing the Factual Correctness of a Summary: A Study of Summarizing
  Radiology Reports
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology ReportsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Yuhao Zhang
Derek Merck
E. Tsai
Christopher D. Manning
C. Langlotz
MedImHILM
410
201
0
06 Nov 2019
Unsupervised Opinion Summarization as Copycat-Review Generation
Unsupervised Opinion Summarization as Copycat-Review GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Arthur Brazinskas
Mirella Lapata
Ivan Titov
289
131
0
06 Nov 2019
A Spark ML driven preprocessing approach for deep learning based
  scholarly data applications
A Spark ML driven preprocessing approach for deep learning based scholarly data applications
Samiya Khan
Xiufeng Liu
Mansaf Alam
88
0
0
04 Nov 2019
Positional Attention-based Frame Identification with BERT: A Deep
  Learning Approach to Target Disambiguation and Semantic Frame Selection
Positional Attention-based Frame Identification with BERT: A Deep Learning Approach to Target Disambiguation and Semantic Frame Selection
Sang-Sang Tan
Jin-Cheon Na
110
9
0
31 Oct 2019
Findings of the Third Workshop on Neural Generation and Translation
Findings of the Third Workshop on Neural Generation and TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Hiroaki Hayashi
Yusuke Oda
Alexandra Birch
Ioannis Konstas
A. Finch
Minh-Thang Luong
Graham Neubig
Katsuhito Sudoh
174
31
0
29 Oct 2019
Contrastive Attention Mechanism for Abstractive Sentence Summarization
Contrastive Attention Mechanism for Abstractive Sentence SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Xiangyu Duan
Hongfei Yu
Mingming Yin
Min Zhang
Weihua Luo
Yue Zhang
154
53
0
29 Oct 2019
Evaluating the Factual Consistency of Abstractive Text Summarization
Evaluating the Factual Consistency of Abstractive Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Wojciech Kry'sciñski
Bryan McCann
Caiming Xiong
R. Socher
HILM
333
847
0
28 Oct 2019
Attention Optimization for Abstractive Document Summarization
Attention Optimization for Abstractive Document SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Min Gui
Junfeng Tian
Rui Wang
Zhenglu Yang
159
19
0
25 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text
  Transformer
Exploring the Limits of Transfer Learning with a Unified Text-to-Text TransformerJournal of machine learning research (JMLR), 2019
Colin Raffel
Noam M. Shazeer
Adam Roberts
Katherine Lee
Sharan Narang
Michael Matena
Yanqi Zhou
Wei Li
Peter J. Liu
AIMat
1.5K
23,762
0
23 Oct 2019
XL-Editor: Post-editing Sentences with XLNet
XL-Editor: Post-editing Sentences with XLNet
Yong-Siang Shih
Wei-Cheng Chang
Yiming Yang
KELM
162
11
0
19 Oct 2019
Concept Pointer Network for Abstractive Summarization
Concept Pointer Network for Abstractive SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
W. Wenbo
Yang Gao
Huang Heyan
Yuxiang Zhou
140
40
0
18 Oct 2019
Contextual Joint Factor Acoustic Embeddings
Contextual Joint Factor Acoustic EmbeddingsSpoken Language Technology Workshop (SLT), 2019
Yanpei Shi
Thomas Hain
104
3
0
16 Oct 2019
Keyphrase Generation: A Multi-Aspect Survey
Keyphrase Generation: A Multi-Aspect SurveyConference of the Open Innovations Association (FRUCT), 2019
Erion Çano
Ondrej Bojar
200
23
0
11 Oct 2019
Read, Highlight and Summarize: A Hierarchical Neural Semantic
  Encoder-based Approach
Read, Highlight and Summarize: A Hierarchical Neural Semantic Encoder-based Approach
Rajeev Bhatt Ambati
Saptarashmi Bandyopadhyay
P. Mitra
61
0
0
08 Oct 2019
Topic-aware Pointer-Generator Networks for Summarizing Spoken
  Conversations
Topic-aware Pointer-Generator Networks for Summarizing Spoken ConversationsAutomatic Speech Recognition & Understanding (ASRU), 2019
Zhengyuan Liu
A. Ng
Yutong Li
AiTi Aw
Cewu Lu
165
107
0
03 Oct 2019
SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic
  Auto-Encoders
SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders
Peter J. Liu
Yu-An Chung
Jie Jessie Ren
203
20
0
02 Oct 2019
Abstractive Dialog Summarization with Semantic Scaffolds
Abstractive Dialog Summarization with Semantic Scaffolds
Lin Yuan
Zhou Yu
155
28
0
02 Oct 2019
A Closer Look at Data Bias in Neural Extractive Summarization Models
A Closer Look at Data Bias in Neural Extractive Summarization ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Ming Zhong
Danqing Wang
Pengfei Liu
Xipeng Qiu
Xuanjing Huang
265
44
0
30 Sep 2019
Read, Attend and Comment: A Deep Architecture for Automatic News Comment
  Generation
Read, Attend and Comment: A Deep Architecture for Automatic News Comment GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Ze Yang
Can Xu
Wei Wu
Zhoujun Li
3DV
183
32
0
26 Sep 2019
In Conclusion Not Repetition: Comprehensive Abstractive Summarization
  With Diversified Attention Based On Determinantal Point Processes
In Conclusion Not Repetition: Comprehensive Abstractive Summarization With Diversified Attention Based On Determinantal Point ProcessesConference on Computational Natural Language Learning (CoNLL), 2019
Lei Li
Wei Liu
Marina Litvak
N. Vanetik
Zuying Huang
110
12
0
24 Sep 2019
Multi-stage Pretraining for Abstractive Summarization
Multi-stage Pretraining for Abstractive Summarization
Sebastian Goodman
Zhenzhong Lan
Radu Soricut
168
6
0
23 Sep 2019
Summary Level Training of Sentence Rewriting for Abstractive
  Summarization
Summary Level Training of Sentence Rewriting for Abstractive SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Sanghwan Bae
Taeuk Kim
Jihoon Kim
Sang-goo Lee
149
71
0
19 Sep 2019
Extractive Summarization of Long Documents by Combining Global and Local
  Context
Extractive Summarization of Long Documents by Combining Global and Local ContextConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Wen Xiao
Giuseppe Carenini
204
159
0
17 Sep 2019
Controllable Length Control Neural Encoder-Decoder via Reinforcement
  Learning
Controllable Length Control Neural Encoder-Decoder via Reinforcement Learning
Junyi Bian
Baojun Lin
Kecheng Zhang
Zhaohui Yan
H. Tang
Yonghe Zhang
101
5
0
17 Sep 2019
BottleSum: Unsupervised and Self-supervised Sentence Summarization using
  the Information Bottleneck Principle
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck PrincipleConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Peter West
Ari Holtzman
Jan Buys
Yejin Choi
SSL
215
66
0
16 Sep 2019
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB
  Retriever
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Libo Qin
Yijia Liu
Wanxiang Che
Haoyang Wen
Yangming Li
Ting Liu
RALM
323
64
0
15 Sep 2019
Ouroboros: On Accelerating Training of Transformer-Based Language Models
Ouroboros: On Accelerating Training of Transformer-Based Language ModelsNeural Information Processing Systems (NeurIPS), 2019
Qian Yang
Zhouyuan Huo
Wenlin Wang
Heng-Chiao Huang
Lawrence Carin
138
9
0
14 Sep 2019
Efficiency Metrics for Data-Driven Models: A Text Summarization Case
  Study
Efficiency Metrics for Data-Driven Models: A Text Summarization Case StudyInternational Conference on Natural Language Generation (INLG), 2019
Erion Çano
Ondrej Bojar
102
12
0
14 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable
  Generation
CTRL: A Conditional Transformer Language Model for Controllable Generation
N. Keskar
Bryan McCann
Lav Varshney
Caiming Xiong
R. Socher
AI4CE
840
1,362
0
11 Sep 2019
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement
  Learning
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Peng Xu
Chien-Sheng Wu
Andrea Madotto
Pascale Fung
161
38
0
09 Sep 2019
Countering the Effects of Lead Bias in News Summarization via
  Multi-Stage Training and Auxiliary Losses
Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary LossesConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Matt Grenander
Yue Dong
Jackie C.K. Cheung
Annie Louis
152
37
0
08 Sep 2019
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