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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
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Papers citing
"Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond"
50 / 1,164 papers shown
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Xiachong Feng
Xiaocheng Feng
Libo Qin
Bing Qin
Ting Liu
VLM
277
104
0
26 May 2021
DepressionNet: A Novel Summarization Boosted Deep Framework for Depression Detection on Social Media
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Hamad Zogan
Imran Razzak
Shoaib Jameel
Guandong Xu
142
69
0
23 May 2021
See, Hear, Read: Leveraging Multimodality with Guided Attention for Abstractive Text Summarization
Knowledge-Based Systems (KBS), 2021
Yash Kumar Atri
Shraman Pramanick
Vikram Goyal
Tanmoy Chakraborty
222
43
0
20 May 2021
BookSum: A Collection of Datasets for Long-form Narrative Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Wojciech Kry'sciñski
Nazneen Rajani
Divyansh Agarwal
Caiming Xiong
Dragomir R. Radev
RALM
429
198
0
18 May 2021
Towards Human-Free Automatic Quality Evaluation of German Summarization
Neslihan Iskender
Oleg V. Vasilyev
Tim Polzehl
John Bohannon
Sebastian Möller
175
2
0
13 May 2021
The Summary Loop: Learning to Write Abstractive Summaries Without Examples
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Philippe Laban
Andrew Hsi Bloomberg
John F. Canny
Marti A. Hearst
167
59
0
11 May 2021
Improving Factual Consistency of Abstractive Summarization via Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Feng Nan
Cicero Nogueira dos Santos
Henghui Zhu
Patrick Ng
Kathleen McKeown
Ramesh Nallapati
Dejiao Zhang
Zhiguo Wang
Andrew O. Arnold
Bing Xiang
HILM
164
97
0
10 May 2021
Long-Span Summarization via Local Attention and Content Selection
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Potsawee Manakul
Mark Gales
231
46
0
08 May 2021
D2S: Document-to-Slide Generation Via Query-Based Text Summarization
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Edward Sun
Yufang Hou
Dakuo Wang
Yunfeng Zhang
N. Wang
179
47
0
08 May 2021
Semantic Extractor-Paraphraser based Abstractive Summarization
ICON (ICON), 2021
Anubhav Jangra
Raghav Jain
Vaibhav Mavi
S. Saha
P. Bhattacharyya
167
6
0
04 May 2021
The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey
Yi-Chong Huang
Xiachong Feng
Xiaocheng Feng
Bing Qin
HILM
433
118
0
30 Apr 2021
Focused Attention Improves Document-Grounded Generation
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Shrimai Prabhumoye
Kazuma Hashimoto
Yingbo Zhou
A. Black
Ruslan Salakhutdinov
356
42
0
26 Apr 2021
A Bi-Encoder LSTM Model For Learning Unstructured Dialogs
Diwanshu Shekhar
P. Negi
Mohammad H. Mahoor
101
2
0
25 Apr 2021
Generating abstractive summaries of Lithuanian news articles using a transformer model
International Conference on Information and Software Technologies (ICIST), 2021
Lukas Stankevicius
M. Lukoševičius
131
3
0
23 Apr 2021
Text Summarization of Czech News Articles Using Named Entities
Prague Bulletin of Mathematical Linguistics (PBML), 2021
Petro Marek
S. Müller
Jakub Konrád
Petr Lorenc
Jan Pichl
Jan Sedivý
139
11
0
21 Apr 2021
Frustratingly Easy Edit-based Linguistic Steganography with a Masked Language Model
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Honai Ueoka
Yugo Murawaki
Sadao Kurohashi
142
48
0
20 Apr 2021
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Sihao Chen
Fan Zhang
Kazoo Sone
Dan Roth
HILM
238
115
0
19 Apr 2021
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Jesse Dodge
Maarten Sap
Ana Marasović
William Agnew
Gabriel Ilharco
Dirk Groeneveld
Margaret Mitchell
Matt Gardner
AILaw
317
567
0
18 Apr 2021
Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Yuning Mao
Wenchang Ma
Deren Lei
Jiawei Han
Xiang Ren
293
4
0
18 Apr 2021
News Meets Microblog: Hashtag Annotation via Retriever-Generator
Xiuwen Zheng
Dheeraj Mekala
Amarnath Gupta
Jingbo Shang
95
2
0
18 Apr 2021
Transductive Learning for Abstractive News Summarization
Arthur Bravzinskas
Mengwen Liu
Ramesh Nallapati
Sujith Ravi
Markus Dreyer
AI4TS
222
1
0
17 Apr 2021
Multi-Perspective Abstractive Answer Summarization
Alexander R. Fabbri
Xiaojian Wu
Srini Iyer
Mona T. Diab
200
7
0
17 Apr 2021
Neural Transfer Learning for Repairing Security Vulnerabilities in C Code
IEEE Transactions on Software Engineering (TSE), 2021
Zimin Chen
Steve Kommrusch
Monperrus Martin
260
155
0
16 Apr 2021
RefSum: Refactoring Neural Summarization
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Yixin Liu
Zi-Yi Dou
Pengfei Liu
141
42
0
15 Apr 2021
Predicting Discourse Trees from Transformer-based Neural Summarizers
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Wen Xiao
Patrick Huber
Giuseppe Carenini
153
17
0
14 Apr 2021
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Song Xu
Haoran Li
Peng Yuan
Yujia Wang
Youzheng Wu
Xiaodong He
Ying Liu
Bowen Zhou
KELM
221
25
0
14 Apr 2021
MS2: Multi-Document Summarization of Medical Studies
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Jay DeYoung
Iz Beltagy
Madeleine van Zuylen
Bailey Kuehl
Lucy Lu Wang
465
135
0
13 Apr 2021
What's in your Head? Emergent Behaviour in Multi-Task Transformer Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Mor Geva
Uri Katz
Aviv Ben-Arie
Jonathan Berant
LRM
353
11
0
13 Apr 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Ming Zhong
Da Yin
Tao Yu
A. Zaidi
Mutethia Mutuma
...
Ahmed Hassan Awadallah
Asli Celikyilmaz
Yang Liu
Xipeng Qiu
Dragomir R. Radev
RALM
304
422
0
13 Apr 2021
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Griffin Adams
Emily Alsentzer
Mert Ketenci
Jason Zucker
Noémie Elhadad
196
54
0
12 Apr 2021
Annotating and Modeling Fine-grained Factuality in Summarization
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Tanya Goyal
Greg Durrett
HILM
244
169
0
09 Apr 2021
Spotify at TREC 2020: Genre-Aware Abstractive Podcast Summarization
Text Retrieval Conference (TREC), 2021
R. Rezapour
S. Reddy
Ann Clifton
R. Jones
45
8
0
07 Apr 2021
Enhancing Scientific Papers Summarization with Citation Graph
AAAI Conference on Artificial Intelligence (AAAI), 2021
Chen An
Ming Zhong
Yiran Chen
Danqing Wang
Xipeng Qiu
Xuanjing Huang
253
47
0
07 Apr 2021
A New Approach to Overgenerating and Scoring Abstractive Summaries
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Kaiqiang Song
Bingqing Wang
Z. Feng
Fei Liu
230
18
0
05 Apr 2021
LazyDAgger: Reducing Context Switching in Interactive Imitation Learning
Ryan Hoque
Ashwin Balakrishna
Carl Putterman
Michael Luo
Daniel S. Brown
Daniel Seita
Brijen Thananjeyan
Ellen R. Novoseller
Ken Goldberg
501
91
0
31 Mar 2021
Attention, please! A survey of Neural Attention Models in Deep Learning
Artificial Intelligence Review (AIR), 2021
Alana de Santana Correia
Esther Luna Colombini
HAI
332
258
0
31 Mar 2021
Centrality Meets Centroid: A Graph-based Approach for Unsupervised Document Summarization
Haopeng Zhang
Jiawei Zhang
137
0
0
29 Mar 2021
Mask Attention Networks: Rethinking and Strengthen Transformer
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Zhihao Fan
Yeyun Gong
Dayiheng Liu
Zhongyu Wei
Siyuan Wang
Jian Jiao
Nan Duan
Ruofei Zhang
Xuanjing Huang
154
77
0
25 Mar 2021
QuestEval: Summarization Asks for Fact-based Evaluation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Thomas Scialom
Paul-Alexis Dray
Patrick Gallinari
Sylvain Lamprier
Benjamin Piwowarski
Jacopo Staiano
Alex Jinpeng Wang
HILM
275
322
0
23 Mar 2021
Alleviate Exposure Bias in Sequence Prediction \\ with Recurrent Neural Networks
Liping Yuan
Jiangtao Feng
Xiaoqing Zheng
Xuanjing Huang
173
1
0
22 Mar 2021
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Tiezheng Yu
Zihan Liu
Pascale Fung
CLL
317
84
0
21 Mar 2021
Extractive Summarization of Call Transcripts
IEEE Access (IEEE Access), 2021
Pratik K. Biswas
Aleksandr Iakubovich
161
16
0
19 Mar 2021
Knowledge driven Description Synthesis for Floor Plan Interpretation
International Journal on Document Analysis and Recognition (IJDAR), 2021
Shreya Goyal
Chiranjoy Chattopadhyay
Gaurav Bhatnagar
3DV
90
15
0
15 Mar 2021
Generating CCG Categories
AAAI Conference on Artificial Intelligence (AAAI), 2021
Yufang Liu
Changzhi Sun
Man Lan
Man Lan
122
5
0
15 Mar 2021
Few-Shot Learning of an Interleaved Text Summarization Model by Pretraining with Synthetic Data
Sanjeev Kumar Karn
Francine Chen
Yan-Ying Chen
Ulli Waltinger
Hinrich Schütze
AI4TS
83
8
0
08 Mar 2021
Data Augmentation for Abstractive Query-Focused Multi-Document Summarization
AAAI Conference on Artificial Intelligence (AAAI), 2021
Ramakanth Pasunuru
Asli Celikyilmaz
Michel Galley
Chenyan Xiong
Yizhe Zhang
Joey Tianyi Zhou
Jianfeng Gao
194
46
0
02 Mar 2021
Long Document Summarization in a Low Resource Setting using Pretrained Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Ahsaas Bajaj
Pavitra Dangati
Kalpesh Krishna
Pradhiksha Ashok Kumar
Rheeya Uppaal
Bradford T. Windsor
Eliot Brenner
Dominic Dotterrer
Rajarshi Das
Andrew McCallum
AILaw
RALM
208
57
0
01 Mar 2021
Entity-level Factual Consistency of Abstractive Text Summarization
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Feng Nan
Ramesh Nallapati
Zhiguo Wang
Cicero Nogueira dos Santos
Henghui Zhu
Dejiao Zhang
Kathleen McKeown
Bing Xiang
HILM
344
180
0
18 Feb 2021
Centroid Transformers: Learning to Abstract with Attention
Lemeng Wu
Xingchao Liu
Qiang Liu
3DPC
243
34
0
17 Feb 2021
A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences
SDM (SDM), 2021
Farbod Taymouri
M. Rosa
S. Erfani
128
33
0
15 Feb 2021
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