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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
Çağlar Gülçehre
Bing Xiang
AIMat
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Papers citing
"Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond"
50 / 1,164 papers shown
A Survey of Knowledge-Enhanced Text Generation
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Meng Jiang
375
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228
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07 Oct 2020
Plug and Play Autoencoders for Conditional Text Generation
Florian Mai
Nikolaos Pappas
Ivan Montero
Noah A. Smith
U. Washington
296
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06 Oct 2020
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications
Matthew Khoury
Rumen Dangovski
L. Ou
Preslav Nakov
Yichen Shen
L. Jing
105
0
0
06 Oct 2020
Stepwise Extractive Summarization and Planning with Structured Transformers
Shashi Narayan
Joshua Maynez
Jakub Adamek
Daniele Pighin
Blavz Bratanivc
Ryan T. McDonald
179
33
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06 Oct 2020
Semantically Driven Sentence Fusion: Modeling and Evaluation
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Eyal Ben-David
Orgad Keller
Eric Malmi
Idan Szpektor
Roi Reichart
142
5
0
06 Oct 2020
GRUEN for Evaluating Linguistic Quality of Generated Text
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Wanzheng Zhu
S. Bhat
226
75
0
06 Oct 2020
Multi-Fact Correction in Abstractive Text Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Yue Dong
Shuohang Wang
Zhe Gan
Yu Cheng
Jackie C.K. Cheung
Jingjing Liu
KELM
HILM
293
128
0
06 Oct 2020
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Hanlu Wu
Tengfei Ma
Lingfei Wu
Tariro Manyumwa
S. Ji
SSL
145
58
0
05 Oct 2020
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Jiaao Chen
Diyi Yang
207
161
0
04 Oct 2020
Which *BERT? A Survey Organizing Contextualized Encoders
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Patrick Xia
Shijie Wu
Benjamin Van Durme
223
53
0
02 Oct 2020
Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary
Transactions of the Association for Computational Linguistics (TACL), 2020
Daniel Deutsch
Tania Bedrax-Weiss
Dan Roth
544
129
0
01 Oct 2020
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning
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Yuning Mao
Yanru Qu
Yiqing Xie
Xiang Ren
Jiawei Han
AI4TS
294
55
0
30 Sep 2020
Seq2Edits: Sequence Transduction Using Span-level Edit Operations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Felix Stahlberg
Shankar Kumar
BDL
196
95
0
23 Sep 2020
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures
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Anirudh Joshi
Namit Katariya
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Anitha Kannan
MedIm
139
99
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18 Sep 2020
Hierarchical GPT with Congruent Transformers for Multi-Sentence Language Models
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Huiseong Gim
Soo-Young Lee
107
1
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18 Sep 2020
Noisy Self-Knowledge Distillation for Text Summarization
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
Yang Liu
S. Shen
Mirella Lapata
155
47
0
15 Sep 2020
A Survey of Evaluation Metrics Used for NLG Systems
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Ananya B. Sai
Akash Kumar Mohankumar
Mitesh M. Khapra
ELM
446
289
0
27 Aug 2020
MultiGBS: A multi-layer graph approach to biomedical summarization
Journal of Biomedical Informatics (JBI), 2020
Ensieh Davoodijam
Nasser Ghadiri
Maryam Lotfi Shahreza
Fabio Rinaldi
153
18
0
27 Aug 2020
Automatic Speech Summarisation: A Scoping Review
Dana Rezazadegan
S. Berkovsky
J. Quiroz
A. Kocaballi
Ying Wang
L. Laranjo
E. Coiera
142
14
0
27 Aug 2020
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D. S. Berman
Craig Howser
T. Mehoke
Jared D. Evans
158
14
0
26 Aug 2020
Extractive Summarizer for Scholarly Articles
Athar Sefid
C. Lee Giles
P. Mitra
91
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0
25 Aug 2020
A Baseline Analysis for Podcast Abstractive Summarization
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Harry J. Wang
Kunpeng Zhang
Ling Fan
181
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24 Aug 2020
Discovering Useful Sentence Representations from Large Pretrained Language Models
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Nivedita Suresh
123
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20 Aug 2020
Word2vec Skip-gram Dimensionality Selection via Sequential Normalized Maximum Likelihood
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Kenji Yamanishi
195
18
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18 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation
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Qiaozhu Mei
360
30
0
31 Jul 2020
Leverage Unlabeled Data for Abstractive Speech Summarization with Self-Supervised Learning and Back-Summarization
International Conference on Speech and Computer (SPECOM), 2020
P. Tardy
Louis de Seynes
François Hernandez
Vincent Nguyen
D. Janiszek
Yannick Esteve
148
1
0
30 Jul 2020
Enriching Video Captions With Contextual Text
International Conference on Pattern Recognition (ICPR), 2020
Philipp Rimle
Pelin Dogan
Markus Gross
157
3
0
29 Jul 2020
SummEval: Re-evaluating Summarization Evaluation
Transactions of the Association for Computational Linguistics (TACL), 2020
Alexander R. Fabbri
Wojciech Kry'sciñski
Bryan McCann
Caiming Xiong
R. Socher
Dragomir R. Radev
HILM
558
876
0
24 Jul 2020
Align then Summarize: Automatic Alignment Methods for Summarization Corpus Creation
International Conference on Language Resources and Evaluation (LREC), 2020
P. Tardy
D. Janiszek
Yannick Esteve
Vincent Nguyen
117
10
0
15 Jul 2020
Abstractive and mixed summarization for long-single documents
Roger Barrull
Jugal Kalita
65
0
0
03 Jul 2020
Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization
Beliz Gunel
Chenguang Zhu
Michael Zeng
Xuedong Huang
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192
44
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27 Jun 2020
Automating Text Naturalness Evaluation of NLG Systems
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Ondrej Bojar
88
1
0
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Open Source Software for Efficient and Transparent Reviews
R. Schoot
J. D. Bruin
Raoul Schram
Parisa Zahedi
J. D. Boer
...
Yongchao Ma
Qixiang Fang
Sybren Hindriks
L. Tummers
Daniel L. Oberski
207
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22 Jun 2020
SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization
Yao-Min Zhao
Mohammad Saleh
Peter J. Liu
RALM
166
27
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18 Jun 2020
DynE: Dynamic Ensemble Decoding for Multi-Document Summarization
Chris Hokamp
D. Ghalandari
N. Pham
John Glover
AI4TS
108
21
0
15 Jun 2020
Multi-Image Summarization: Textual Summary from a Set of Cohesive Images
Ni Trieu
Sebastian Goodman
P. Narayana
Kazoo Sone
Radu Soricut
ViT
135
7
0
15 Jun 2020
ColdGANs: Taming Language GANs with Cautious Sampling Strategies
Thomas Scialom
Paul-Alexis Dray
Sylvain Lamprier
Benjamin Piwowarski
Jacopo Staiano
GAN
SyDa
193
18
0
08 Jun 2020
Human or Machine: Automating Human Likeliness Evaluation of NLG Texts
Erion Çano
Ondrej Bojar
127
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0
05 Jun 2020
Sparsity in Reservoir Computing Neural Networks
Claudio Gallicchio
77
16
0
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Catching Attention with Automatic Pull Quote Selection
International Conference on Computational Linguistics (COLING), 2020
Tanner A. Bohn
Charles X. Ling
141
4
0
27 May 2020
A Generative Approach to Titling and Clustering Wikipedia Sections
Anjalie Field
S. Rothe
Simon Baumgartner
Cong Yu
Abe Ittycheriah
139
5
0
22 May 2020
A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal
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Chris Hokamp
N. Pham
John Glover
Georgiana Ifrim
200
127
0
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Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model
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Chunxi Liu
Frank Zhang
Gabriel Synnaeve
Yatharth Saraf
Geoffrey Zweig
175
22
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Deep Learning for Political Science
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Slava Jankin
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172
16
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SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling
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Hebi Li
Ge Luo
Minghui Qiu
Yinfei Yang
Youbiao He
Cen Chen
223
4
0
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From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information
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Preslav Nakov
Zhaochun Ren
Dongyan Zhao
Rui Yan
188
48
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Context-Sensitive Generation Network for Handing Unknown Slot Values in Dialogue State Tracking
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Heyan Huang
Xian-Ling Mao
151
4
0
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FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization
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He He
Mona T. Diab
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287
442
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07 May 2020
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