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1602.06023
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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
Re-assign community
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Papers citing
"Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond"
50 / 1,164 papers shown
AIBench Scenario: Scenario-distilling AI Benchmarking
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Fei Tang
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Xu Wen
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Chunjie Luo
Xiaoli Liu
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258
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06 May 2020
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization
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Keping Bi
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M. Pakdaman
Asli Celikyilmaz
Ivan Zhiboedov
Kieran McDonald
149
2
0
05 May 2020
Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Kundan Krishna
Sopan Khosla
Jeffrey P. Bigham
Zachary Chase Lipton
348
138
0
04 May 2020
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Raphael Schumann
Lili Mou
Yao Lu
Olga Vechtomova
K. Markert
362
44
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04 May 2020
We Need to Talk About Random Splits
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Anders Søgaard
Sebastian Ebert
Jasmijn Bastings
Katja Filippova
242
103
0
01 May 2020
Discourse-Aware Unsupervised Summarization of Long Scientific Documents
Yue Dong
Andrei Mircea
Jackie C.K. Cheung
199
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0
01 May 2020
MLSUM: The Multilingual Summarization Corpus
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Thomas Scialom
Paul-Alexis Dray
Sylvain Lamprier
Benjamin Piwowarski
Jacopo Staiano
212
199
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30 Apr 2020
Few-Shot Learning for Opinion Summarization
Arthur Brazinskas
Mirella Lapata
Ivan Titov
150
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30 Apr 2020
AIBench Training: Balanced Industry-Standard AI Training Benchmarking
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Wanling Gao
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Junchao Shao
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Xiaoyu Wang
Hainan Ye
187
3
0
30 Apr 2020
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks
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Prathyusha Jwalapuram
Xiang Lin
Shafiq Joty
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154
7
0
30 Apr 2020
Improved Natural Language Generation via Loss Truncation
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Daniel Kang
Tatsunori Hashimoto
261
102
0
30 Apr 2020
Screenplay Summarization Using Latent Narrative Structure
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Pinelopi Papalampidi
Frank Keller
Lea Frermann
Mirella Lapata
112
43
0
27 Apr 2020
Experiments with LVT and FRE for Transformer model
I. Gibadullin
Aidar Valeev
27
1
0
26 Apr 2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization
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Danqing Wang
Pengfei Liu
Y. Zheng
Xipeng Qiu
Xuanjing Huang
287
287
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
106
5
0
25 Apr 2020
Exploring Explainable Selection to Control Abstractive Summarization
Wang Haonan
Gao Yang
Bai Yu
Mirella Lapata
Huang Heyan
192
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0
24 Apr 2020
Extractive Summarization as Text Matching
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Ming Zhong
Pengfei Liu
Yiran Chen
Danqing Wang
Xipeng Qiu
Xuanjing Huang
259
497
0
19 Apr 2020
A Divide-and-Conquer Approach to the Summarization of Long Documents
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Grigorios Tsoumakas
222
18
0
13 Apr 2020
Aspect and Opinion Aware Abstractive Review Summarization with Reinforced Hard Typed Decoder
International Conference on Information and Knowledge Management (CIKM), 2019
Yufei Tian
Jianfei Yu
Jing Jiang
67
16
0
13 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Alex Jinpeng Wang
Dong Wang
M. Lewis
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304
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08 Apr 2020
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning
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Mohammad Kachuee
Andrea Madotto
Pascale Fung
401
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08 Apr 2020
Salience Estimation with Multi-Attention Learning for Abstractive Text Summarization
Piji Li
Lidong Bing
Zhongyu Wei
Wai Lam
99
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0
07 Apr 2020
TextGAIL: Generative Adversarial Imitation Learning for Text Generation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Qingyang Wu
Lei Li
Zhou Yu
GAN
253
53
0
07 Apr 2020
Query Focused Multi-Document Summarization with Distant Supervision
Yumo Xu
Mirella Lapata
RALM
142
13
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06 Apr 2020
Learning to Summarize Passages: Mining Passage-Summary Pairs from Wikipedia Revision Histories
Qingyu Zhou
Furu Wei
Ming Zhou
AI4TS
151
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
451
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
256
1
0
04 Apr 2020
Amharic Abstractive Text Summarization
Amr M. Zaki
M. Khalil
Hazem M. Abbas
44
7
0
30 Mar 2020
Abstractive Text Summarization based on Language Model Conditioning and Locality Modeling
International Conference on Language Resources and Evaluation (LREC), 2020
Dmitrii Aksenov
J. Moreno-Schneider
Peter Bourgonje
Robert Schwarzenberg
Leonhard Hennig
Georg Rehm
199
31
0
29 Mar 2020
TLDR: Token Loss Dynamic Reweighting for Reducing Repetitive Utterance Generation
Shaojie Jiang
Thomas Wolf
Christof Monz
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155
14
0
26 Mar 2020
Learning Syntactic and Dynamic Selective Encoding for Document Summarization
IEEE International Joint Conference on Neural Network (IJCNN), 2019
Haiyang Xu
Yahao He
Kun Han
Junwen Chen
Xiangang Li
68
1
0
25 Mar 2020
Felix: Flexible Text Editing Through Tagging and Insertion
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Jonathan Mallinson
Aliaksei Severyn
Eric Malmi
Guillermo Garrido
183
81
0
24 Mar 2020
Selective Attention Encoders by Syntactic Graph Convolutional Networks for Document Summarization
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Haiyang Xu
Yun Wang
Kun Han
Baochang Ma
Junwen Chen
Xiangang Li
GNN
107
10
0
18 Mar 2020
Multi-object Tracking via End-to-end Tracklet Searching and Ranking
Tao Hu
Lichao Huang
Han Shen
VOT
176
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
623
253
0
02 Mar 2020
StructSum: Summarization via Structured Representations
Vidhisha Balachandran
Artidoro Pagnoni
Jay Yoon Lee
Dheeraj Rajagopal
J. Carbonell
Yulia Tsvetkov
294
9
0
01 Mar 2020
Clinical Text Summarization with Syntax-Based Negation and Semantic Concept Identification
W. Weng
Yu-An Chung
S. Tong
118
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
130
1
0
28 Feb 2020
A more abstractive summarization model
Satyaki Chakraborty
Xinya Li
Sayak Chakraborty
105
3
0
25 Feb 2020
Discriminative Adversarial Search for Abstractive Summarization
International Conference on Machine Learning (ICML), 2020
Thomas Scialom
Paul-Alexis Dray
Sylvain Lamprier
Benjamin Piwowarski
Jacopo Staiano
299
37
0
24 Feb 2020
Semi-Supervised Speech Recognition via Local Prior Matching
Wei-Ning Hsu
Ann Lee
Gabriel Synnaeve
Awni Y. Hannun
SSL
247
31
0
24 Feb 2020
On the impressive performance of randomly weighted encoders in summarization tasks
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Jonathan Pilault
Jaehong Park
C. Pal
BDL
153
6
0
21 Feb 2020
Interpretable Multi-Headed Attention for Abstractive Summarization at Controllable Lengths
Ritesh Sarkhel
Moniba Keymanesh
Arnab Nandi
Srinivasan Parthasarathy
141
2
0
18 Feb 2020
GameWikiSum: a Novel Large Multi-Document Summarization Dataset
International Conference on Language Resources and Evaluation (LREC), 2020
Diego Antognini
Boi Faltings
158
17
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
149
1
0
17 Feb 2020
Two Huge Title and Keyword Generation Corpora of Research Articles
International Conference on Language Resources and Evaluation (LREC), 2020
Erion cCano
Ondrej Bojar
165
16
0
11 Feb 2020
Abstractive Summarization for Low Resource Data using Domain Transfer and Data Synthesis
The Florida AI Research Society (FLAIRS), 2020
Ahmed Magooda
Diane Litman
155
17
0
09 Feb 2020
Time-aware Large Kernel Convolutions
International Conference on Machine Learning (ICML), 2020
Vasileios Lioutas
Yuhong Guo
AI4TS
268
30
0
08 Feb 2020
Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation
AAAI Conference on Artificial Intelligence (AAAI), 2020
Yun-Zhu Song
Hong-Han Shuai
Sung-Lin Yeh
Yi-Lun Wu
Lun-Wei Ku
Chao-Han Huck Yang
147
21
0
06 Feb 2020
Teaching Machines to Converse
Jiwei Li
169
4
0
31 Jan 2020
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