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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
On Extractive and Abstractive Neural Document Summarization with
  Transformer Language Models
On Extractive and Abstractive Neural Document Summarization with Transformer Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Sandeep Subramanian
Raymond Li
Jonathan Pilault
C. Pal
496
238
0
07 Sep 2019
Incorporating External Knowledge into Machine Reading for Generative
  Question Answering
Incorporating External Knowledge into Machine Reading for Generative Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Bin Bi
Chen Henry Wu
Ming Yan
Wei Wang
Jiangnan Xia
Chenliang Li
RALM
404
45
0
06 Sep 2019
Informative and Controllable Opinion Summarization
Informative and Controllable Opinion SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2019
Reinald Kim Amplayo
Mirella Lapata
166
58
0
05 Sep 2019
Distributionally Robust Language Modeling
Distributionally Robust Language ModelingConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Yonatan Oren
Shiori Sagawa
Tatsunori B. Hashimoto
Abigail Z. Jacobs
OOD
208
195
0
04 Sep 2019
An Entity-Driven Framework for Abstractive Summarization
An Entity-Driven Framework for Abstractive SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Eva Sharma
Luyang Huang
Zhe Hu
Lu Wang
AI4TS
194
77
0
04 Sep 2019
Mixture Content Selection for Diverse Sequence Generation
Mixture Content Selection for Diverse Sequence GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Jaemin Cho
Minjoon Seo
Hannaneh Hajishirzi
147
63
0
04 Sep 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models
Answers Unite! Unsupervised Metrics for Reinforced Summarization ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Thomas Scialom
Sylvain Lamprier
Benjamin Piwowarski
Jacopo Staiano
221
157
0
04 Sep 2019
Neural Linguistic Steganography
Neural Linguistic SteganographyConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Zachary M. Ziegler
Yuntian Deng
Alexander M. Rush
168
145
0
03 Sep 2019
Attributed Rhetorical Structure Grammar for Domain Text Summarization
Attributed Rhetorical Structure Grammar for Domain Text Summarization
R. Lu
Shengluan Hou
Chuanqing Wang
Yu Huang
Chaoqun Fei
Songmao Zhang
93
9
0
03 Sep 2019
Repurposing Decoder-Transformer Language Models for Abstractive
  Summarization
Repurposing Decoder-Transformer Language Models for Abstractive Summarization
Luke de Oliveira
Alfredo Láinez Rodrigo
98
5
0
01 Sep 2019
Deep Reinforcement Learning with Distributional Semantic Rewards for
  Abstractive Summarization
Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Siyao Li
Deren Lei
Pengda Qin
William Yang Wang
127
46
0
31 Aug 2019
Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System
  Biases in Summarization
Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Taehee Jung
Luan Tuyen Chau
L. Mentch
Eduard H. Hovy
151
55
0
30 Aug 2019
DeepCopy: Grounded Response Generation with Hierarchical Pointer
  Networks
DeepCopy: Grounded Response Generation with Hierarchical Pointer NetworksSIGDIAL Conferences (SIGDIAL), 2019
Semih Yavuz
Abhinav Rastogi
Guan-Lin Chao
Dilek Z. Hakkani-Tür
154
81
0
28 Aug 2019
Facet-Aware Evaluation for Extractive Summarization
Facet-Aware Evaluation for Extractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Yuning Mao
Liyuan Liu
Qi Zhu
Xiang Ren
Jiawei Han
CVBM
137
20
0
27 Aug 2019
Neural Text Summarization: A Critical Evaluation
Neural Text Summarization: A Critical EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Wojciech Kry'sciñski
N. Keskar
Bryan McCann
Caiming Xiong
R. Socher
255
386
0
23 Aug 2019
Deep Learning Based Chatbot Models
Deep Learning Based Chatbot Models
Richard Csaky
179
49
0
23 Aug 2019
Unsupervised Text Summarization via Mixed Model Back-Translation
Unsupervised Text Summarization via Mixed Model Back-Translation
Yacine Jernite
150
2
0
22 Aug 2019
Text Summarization with Pretrained Encoders
Text Summarization with Pretrained EncodersConference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Yang Liu
Mirella Lapata
MILM
853
1,572
0
22 Aug 2019
Topic Augmented Generator for Abstractive Summarization
Topic Augmented Generator for Abstractive Summarization
Melissa Ailem
Bowen Zhang
Fei Sha
169
18
0
19 Aug 2019
AIBench: An Industry Standard Internet Service AI Benchmark Suite
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
163
48
0
13 Aug 2019
Generative Question Refinement with Deep Reinforcement Learning in
  Retrieval-based QA System
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA SystemInternational Conference on Information and Knowledge Management (CIKM), 2019
Ye Liu
Chenwei Zhang
Xiaohui Yan
Yi-Ju Chang
Philip S. Yu
204
20
0
13 Aug 2019
Deep Neural Network for Semantic-based Text Recognition in Images
Deep Neural Network for Semantic-based Text Recognition in Images
Yi Zheng
Qitong Wang
Margrit Betke
188
7
0
04 Aug 2019
Simple Unsupervised Summarization by Contextual Matching
Simple Unsupervised Summarization by Contextual MatchingAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Jiawei Zhou
Alexander M. Rush
174
32
0
31 Jul 2019
Abstractive Document Summarization without Parallel Data
Abstractive Document Summarization without Parallel DataInternational Conference on Language Resources and Evaluation (LREC), 2019
Nikola I. Nikolov
Richard H. R. Hahnloser
169
9
0
30 Jul 2019
Text-to-SQL Generation for Question Answering on Electronic Medical
  Records
Text-to-SQL Generation for Question Answering on Electronic Medical RecordsThe Web Conference (WWW), 2019
Ping Wang
Tian Shi
Chandan K. Reddy
230
130
0
28 Jul 2019
INS: An Interactive Chinese News Synthesis System
INS: An Interactive Chinese News Synthesis SystemNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019
Hui Liu
Wentao Qin
Xiaojun Wan
75
2
0
25 Jul 2019
MacNet: Transferring Knowledge from Machine Comprehension to
  Sequence-to-Sequence Models
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence ModelsNeural Information Processing Systems (NeurIPS), 2019
Boyuan Pan
Yazheng Yang
Hao Li
Zhou Zhao
Yueting Zhuang
Deng Cai
Xiaofei He
138
18
0
23 Jul 2019
Trends in Integration of Vision and Language Research: A Survey of
  Tasks, Datasets, and Methods
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and MethodsJournal of Artificial Intelligence Research (JAIR), 2019
Aditya Mogadala
M. Kalimuthu
Dietrich Klakow
VLM
404
142
0
22 Jul 2019
What is this Article about? Extreme Summarization with Topic-aware
  Convolutional Neural Networks
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural NetworksJournal of Artificial Intelligence Research (JAIR), 2019
Shashi Narayan
Shay B. Cohen
Mirella Lapata
AILaw
223
18
0
19 Jul 2019
STRASS: A Light and Effective Method for Extractive Summarization Based
  on Sentence Embeddings
STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Léo Bouscarrat
Antoine Bonnefoy
Thomas Peel
Cecile Pereira
AILaw
115
20
0
16 Jul 2019
Ranking sentences from product description & bullets for better search
Ranking sentences from product description & bullets for better search
Prateek Verma
Aliasgar Kutiyanawala
Ke Shen
99
1
0
15 Jul 2019
Saliency Maps Generation for Automatic Text Summarization
Saliency Maps Generation for Automatic Text Summarization
David Tuckey
Krysia Broda
A. Russo
FAtt
131
3
0
12 Jul 2019
Semantic Parsing with Dual Learning
Semantic Parsing with Dual LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Ruisheng Cao
Su Zhu
Chen Liu
Jieyu Li
Kai Yu
251
64
0
10 Jul 2019
Multiple Generative Models Ensemble for Knowledge-Driven Proactive
  Human-Computer Dialogue Agent
Multiple Generative Models Ensemble for Knowledge-Driven Proactive Human-Computer Dialogue Agent
Zelin Dai
Weitang Liu
Minghao Zhu
170
1
0
08 Jul 2019
Searching for Effective Neural Extractive Summarization: What Works and
  What's Next
Searching for Effective Neural Extractive Summarization: What Works and What's NextAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Ming Zhong
Pengfei Liu
Danqing Wang
Xipeng Qiu
Xuanjing Huang
AI4TS
245
157
0
08 Jul 2019
Do Transformer Attention Heads Provide Transparency in Abstractive
  Summarization?
Do Transformer Attention Heads Provide Transparency in Abstractive Summarization?
Joris Baan
Maartje ter Hoeve
M. V. D. Wees
Anne Schuth
Maarten de Rijke
163
21
0
01 Jul 2019
Eliciting Knowledge from Experts:Automatic Transcript Parsing for
  Cognitive Task Analysis
Eliciting Knowledge from Experts:Automatic Transcript Parsing for Cognitive Task AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Junyi Du
He Jiang
Jiaming Shen
Xiang Ren
122
3
0
26 Jun 2019
Multimodal Abstractive Summarization for How2 Videos
Multimodal Abstractive Summarization for How2 VideosAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Shruti Palaskar
Jindrich Libovický
Spandana Gella
Florian Metze
156
103
0
19 Jun 2019
A Hierarchical Attention Based Seq2seq Model for Chinese Lyrics
  Generation
A Hierarchical Attention Based Seq2seq Model for Chinese Lyrics GenerationPacific Rim International Conference on Artificial Intelligence (PRICAI), 2019
Haoshen Fan
Jie Wang
Bojin Zhuang
Shaojun Wang
Jing Xiao
97
22
0
15 Jun 2019
Comparison of Diverse Decoding Methods from Conditional Language Models
Comparison of Diverse Decoding Methods from Conditional Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Daphne Ippolito
Reno Kriz
M. Kustikova
João Sedoc
Chris Callison-Burch
AI4CE
161
130
0
14 Jun 2019
DocRED: A Large-Scale Document-Level Relation Extraction Dataset
DocRED: A Large-Scale Document-Level Relation Extraction DatasetAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Xingtai Lv
Deming Ye
Peng Li
Xu Han
Yankai Lin
Zhenghao Liu
Zhiyuan Liu
Lixin Huang
Jie Zhou
Maosong Sun
245
525
0
14 Jun 2019
Unsupervised Neural Single-Document Summarization of Reviews via
  Learning Latent Discourse Structure and its Ranking
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its RankingAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Masaru Isonuma
Junichiro Mori
Ichiro Sakata
BDL
146
42
0
13 Jun 2019
Keeping Notes: Conditional Natural Language Generation with a Scratchpad
  Mechanism
Keeping Notes: Conditional Natural Language Generation with a Scratchpad MechanismAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Ryan Y. Benmalek
Madian Khabsa
Suma Desu
Claire Cardie
Michele Banko
185
6
0
12 Jun 2019
BiSET: Bi-directional Selective Encoding with Template for Abstractive
  Summarization
BiSET: Bi-directional Selective Encoding with Template for Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Kai Wang
Xiaojun Quan
Rui Wang
142
57
0
12 Jun 2019
Self-Supervised Learning for Contextualized Extractive Summarization
Self-Supervised Learning for Contextualized Extractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Hong Wang
Xin Eric Wang
Wenhan Xiong
Mo Yu
Xiaoxiao Guo
Shiyu Chang
William Yang Wang
SSL
166
57
0
11 Jun 2019
BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent
  Summarization
BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Eva Sharma
Chen Li
Lu Wang
AILaw
279
244
0
10 Jun 2019
Sentence Centrality Revisited for Unsupervised Summarization
Sentence Centrality Revisited for Unsupervised SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Hao Zheng
Mirella Lapata
184
180
0
08 Jun 2019
Extracting Symptoms and their Status from Clinical Conversations
Extracting Symptoms and their Status from Clinical ConversationsAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Nan Du
Kai Chen
Anjuli Kannan
Linh Tran
Yuhui Chen
Izhak Shafran
144
74
0
05 Jun 2019
A Hierarchical Decoder with Three-level Hierarchical Attention to
  Generate Abstractive Summaries of Interleaved Texts
A Hierarchical Decoder with Three-level Hierarchical Attention to Generate Abstractive Summaries of Interleaved Texts
Sanjeev Kumar Karn
Francine Chen
Yan-Ying Chen
Ulli Waltinger
Hinrich Schütze
197
1
0
05 Jun 2019
Multi-News: a Large-Scale Multi-Document Summarization Dataset and
  Abstractive Hierarchical Model
Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical ModelAnnual Meeting of the Association for Computational Linguistics (ACL), 2019
Alexander R. Fabbri
Irene Li
Tianwei She
Suyi Li
Dragomir R. Radev
443
659
0
04 Jun 2019
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