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Neural Text Summarization: A Critical Evaluation

Neural Text Summarization: A Critical Evaluation

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
23 August 2019
Wojciech Kry'sciñski
N. Keskar
Bryan McCann
Caiming Xiong
R. Socher
ArXiv (abs)PDFHTML

Papers citing "Neural Text Summarization: A Critical Evaluation"

50 / 221 papers shown
SMART: Sentences as Basic Units for Text Evaluation
SMART: Sentences as Basic Units for Text EvaluationInternational Conference on Learning Representations (ICLR), 2022
Reinald Kim Amplayo
Peter J. Liu
Yao-Min Zhao
Shashi Narayan
211
25
0
01 Aug 2022
SummScore: A Comprehensive Evaluation Metric for Summary Quality Based
  on Cross-Encoder
SummScore: A Comprehensive Evaluation Metric for Summary Quality Based on Cross-Encoder
Wuhang Lin
Shasha Li
Chen Zhang
Bing Ji
Jie Yu
Jun Ma
Zibo Yi
108
8
0
11 Jul 2022
Improving the Faithfulness of Abstractive Summarization via Entity
  Coverage Control
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control
Haopeng Zhang
Semih Yavuz
Wojciech Kry'sciñski
Kazuma Hashimoto
Yingbo Zhou
HILM
181
38
0
05 Jul 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and
  Metrics
An Empirical Survey on Long Document Summarization: Datasets, Models and MetricsACM Computing Surveys (ACM CSUR), 2022
Huan Yee Koh
Jiaxin Ju
Ming Liu
Shirui Pan
266
160
0
03 Jul 2022
An Exploration of Post-Editing Effectiveness in Text Summarization
An Exploration of Post-Editing Effectiveness in Text Summarization
Vivian Lai
Alison Smith-Renner
Ke Zhang
Ruijia Cheng
Wenjuan Zhang
Joel R. Tetreault
Alejandro Jaimes
141
4
0
13 Jun 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way
SQuALITY: Building a Long-Document Summarization Dataset the Hard WayConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Alex Jinpeng Wang
Richard Yuanzhe Pang
Angelica Chen
Jason Phang
Samuel R. Bowman
225
55
0
23 May 2022
SNaC: Coherence Error Detection for Narrative Summarization
SNaC: Coherence Error Detection for Narrative SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Tanya Goyal
Junyi Jessy Li
Greg Durrett
269
32
0
19 May 2022
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for
  Abstractive Summarization
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
David Wan
Joey Tianyi Zhou
HILM
143
74
0
16 May 2022
Falsesum: Generating Document-level NLI Examples for Recognizing Factual
  Inconsistency in Summarization
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Prasetya Ajie Utama
Joshua Bambrick
N. Moosavi
Iryna Gurevych
HILM
166
49
0
12 May 2022
ALIGNMEET: A Comprehensive Tool for Meeting Annotation, Alignment, and
  Evaluation
ALIGNMEET: A Comprehensive Tool for Meeting Annotation, Alignment, and EvaluationInternational Conference on Language Resources and Evaluation (LREC), 2022
Peter Polák
Muskaan Singh
A. Nedoluzhko
Ondrej Bojar
165
9
0
11 May 2022
The Cross-lingual Conversation Summarization Challenge
The Cross-lingual Conversation Summarization Challenge
Yulong Chen
Ming Zhong
Xuefeng Bai
Naihao Deng
Jing Li
Xianchao Zhu
Yue Zhang
200
9
0
01 May 2022
Evaluating Mixed-initiative Conversational Search Systems via User
  Simulation
Evaluating Mixed-initiative Conversational Search Systems via User SimulationWeb Search and Data Mining (WSDM), 2022
Ivan Sekulić
Mohammad Aliannejadi
Fabio Crestani
183
64
0
17 Apr 2022
Evaluating Factuality in Text Simplification
Evaluating Factuality in Text SimplificationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Ashwin Devaraj
William Sheffield
Byron C. Wallace
Junyi Jessy Li
HILM
193
50
0
15 Apr 2022
Learning to Revise References for Faithful Summarization
Learning to Revise References for Faithful SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Griffin Adams
Han-Chin Shing
Q. Sun
C. Winestock
Kathleen McKeown
Noémie Elhadad
260
37
0
13 Apr 2022
A Call for Clarity in Beam Search: How It Works and When It Stops
A Call for Clarity in Beam Search: How It Works and When It StopsInternational Conference on Language Resources and Evaluation (LREC), 2022
Jungo Kasai
Keisuke Sakaguchi
Ronan Le Bras
Dragomir R. Radev
Yejin Choi
Noah A. Smith
295
10
0
11 Apr 2022
ClioQuery: Interactive Query-Oriented Text Analytics for Comprehensive
  Investigation of Historical News Archives
ClioQuery: Interactive Query-Oriented Text Analytics for Comprehensive Investigation of Historical News Archives
Abram Handler
Narges Mahyar
Brendan O'Connor
102
7
0
10 Apr 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse
  Conditional Generation
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Shashi Narayan
Gonccalo Simoes
Yao-Min Zhao
Joshua Maynez
Dipanjan Das
Michael Collins
Mirella Lapata
300
33
0
28 Mar 2022
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for
  Abstractive Summarization
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Mathieu Ravaut
Shafiq Joty
Nancy F. Chen
MoE
203
113
0
13 Mar 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation
  Practices for Generated Text
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated TextJournal of Artificial Intelligence Research (JAIR), 2022
Sebastian Gehrmann
Elizabeth Clark
Thibault Sellam
ELMAI4CE
717
221
0
14 Feb 2022
SummaryLens -- A Smartphone App for Exploring Interactive Use of
  Automated Text Summarization in Everyday Life
SummaryLens -- A Smartphone App for Exploring Interactive Use of Automated Text Summarization in Everyday Life
Karim Benharrak
Florian Lehmann
Hai Dang
Daniel Buschek
281
8
0
04 Feb 2022
DiscoScore: Evaluating Text Generation with BERT and Discourse Coherence
DiscoScore: Evaluating Text Generation with BERT and Discourse CoherenceConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Wei Zhao
Michael Strube
Steffen Eger
400
47
0
26 Jan 2022
WIDAR -- Weighted Input Document Augmented ROUGE
WIDAR -- Weighted Input Document Augmented ROUGEEuropean Conference on Information Retrieval (ECIR), 2022
Raghav Jain
Vaibhav Mavi
Anubhav Jangra
S. Saha
152
5
0
23 Jan 2022
An Unsupervised Masking Objective for Abstractive Multi-Document News
  Summarization
An Unsupervised Masking Objective for Abstractive Multi-Document News Summarization
Nikolai Vogler
Songlin Li
Yujie Xu
Yujian Mi
Taylor Berg-Kirkpatrick
AAML
144
3
0
07 Jan 2022
QAFactEval: Improved QA-Based Factual Consistency Evaluation for
  Summarization
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization
Alexander R. Fabbri
Chien-Sheng Wu
Wenhao Liu
Caiming Xiong
HILM
262
218
0
16 Dec 2021
Measure and Improve Robustness in NLP Models: A Survey
Measure and Improve Robustness in NLP Models: A Survey
Xuezhi Wang
Haohan Wang
Diyi Yang
547
159
0
15 Dec 2021
Exploring Neural Models for Query-Focused Summarization
Exploring Neural Models for Query-Focused Summarization
Jesse Vig
Alexander R. Fabbri
Wojciech Kry'sciñski
Chien-Sheng Wu
Wenhao Liu
AI4TS
347
54
0
14 Dec 2021
Discourse-Aware Soft Prompting for Text Generation
Discourse-Aware Soft Prompting for Text Generation
Marjan Ghazvininejad
Vladimir Karpukhin
Vera Gor
Asli Celikyilmaz
207
8
0
10 Dec 2021
Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand
Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand
Jungo Kasai
Keisuke Sakaguchi
Ronan Le Bras
Lavinia Dunagan
Jacob Morrison
Alexander R. Fabbri
Yejin Choi
Noah A. Smith
243
45
0
08 Dec 2021
TWEETSUMM -- A Dialog Summarization Dataset for Customer Service
TWEETSUMM -- A Dialog Summarization Dataset for Customer Service
Guy Feigenblat
R. Chulaka Gunasekara
Benjamin Sznajder
Sachindra Joshi
D. Konopnicki
R. Aharonov
VLM
143
50
0
23 Nov 2021
Transparent Human Evaluation for Image Captioning
Transparent Human Evaluation for Image Captioning
Jungo Kasai
Keisuke Sakaguchi
Lavinia Dunagan
Jacob Morrison
Ronan Le Bras
Yejin Choi
Noah A. Smith
188
59
0
17 Nov 2021
Deep Transfer Learning & Beyond: Transformer Language Models in
  Information Systems Research
Deep Transfer Learning & Beyond: Transformer Language Models in Information Systems Research
Ross Gruetzemacher
D. Paradice
293
49
0
18 Oct 2021
Modeling Endorsement for Multi-Document Abstractive Summarization
Modeling Endorsement for Multi-Document Abstractive Summarization
Logan Lebanoff
Bingqing Wang
Z. Feng
Fei Liu
633
4
0
15 Oct 2021
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based
  on Prompt Tuning of T5
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5
Chengwei Qin
Shafiq Joty
CLL
416
125
0
14 Oct 2021
Privacy Policy Question Answering Assistant: A Query-Guided Extractive
  Summarization Approach
Privacy Policy Question Answering Assistant: A Query-Guided Extractive Summarization Approach
Moniba Keymanesh
Micha Elsner
Srinivasan Parthasarathy
188
8
0
29 Sep 2021
Controllable Neural Dialogue Summarization with Personal Named Entity
  Planning
Controllable Neural Dialogue Summarization with Personal Named Entity PlanningConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Zhengyuan Liu
Nancy F. Chen
147
71
0
27 Sep 2021
Finding a Balanced Degree of Automation for Summary Evaluation
Finding a Balanced Degree of Automation for Summary EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Shiyue Zhang
Joey Tianyi Zhou
191
50
0
23 Sep 2021
CodeQA: A Question Answering Dataset for Source Code Comprehension
CodeQA: A Question Answering Dataset for Source Code Comprehension
Chenxiao Liu
Xiaojun Wan
216
44
0
17 Sep 2021
Compression, Transduction, and Creation: A Unified Framework for
  Evaluating Natural Language Generation
Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation
Mingkai Deng
Bowen Tan
Zhengzhong Liu
Eric Xing
Zhiting Hu
211
80
0
14 Sep 2021
Perturbation CheckLists for Evaluating NLG Evaluation Metrics
Perturbation CheckLists for Evaluating NLG Evaluation Metrics
Ananya B. Sai
Tanay Dixit
D. Y. Sheth
S. Mohan
Mitesh M. Khapra
AAML
299
66
0
13 Sep 2021
"Let Your Characters Tell Their Story": A Dataset for Character-Centric
  Narrative Understanding
"Let Your Characters Tell Their Story": A Dataset for Character-Centric Narrative Understanding
Faeze Brahman
Meng Huang
Oyvind Tafjord
Chao Zhao
Mrinmaya Sachan
Snigdha Chaturvedi
178
63
0
12 Sep 2021
StreamHover: Livestream Transcript Summarization and Annotation
StreamHover: Livestream Transcript Summarization and Annotation
Sangwoo Cho
Franck Dernoncourt
Timothy Jeewun Ganter
Trung Bui
Nedim Lipka
Walter Chang
Hailin Jin
Jonathan Brandt
H. Foroosh
Fei Liu
3DGSAI4TS
254
31
0
11 Sep 2021
ARMAN: Pre-training with Semantically Selecting and Reordering of
  Sentences for Persian Abstractive Summarization
ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Alireza Salemi
Emad Kebriaei
Ghazal Neisi Minaei
A. Shakery
CVBM
144
6
0
09 Sep 2021
Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness
  Trade-off in Abstractive Summarization
Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Faisal Ladhak
Esin Durmus
He He
Claire Cardie
Kathleen McKeown
224
73
0
31 Aug 2021
Evaluating the Tradeoff Between Abstractiveness and Factuality in
  Abstractive Summarization
Evaluating the Tradeoff Between Abstractiveness and Factuality in Abstractive SummarizationFindings (Findings), 2021
Markus Dreyer
Mengwen Liu
Feng Nan
Sandeep Atluri
Sujith Ravi
HILM
186
19
0
05 Aug 2021
Summary Explorer: Visualizing the State of the Art in Text Summarization
Summary Explorer: Visualizing the State of the Art in Text Summarization
S. Syed
Tariq Yousef
Khalid Al Khatib
S. Jänicke
Martin Potthast
ELM
154
11
0
04 Aug 2021
Beyond Goldfish Memory: Long-Term Open-Domain Conversation
Beyond Goldfish Memory: Long-Term Open-Domain ConversationAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Jing Xu
Arthur Szlam
Jason Weston
RALM
212
288
0
15 Jul 2021
Fairness-aware Summarization for Justified Decision-Making
Fairness-aware Summarization for Justified Decision-Making
Moniba Keymanesh
T. Berger-Wolf
Micha Elsner
Srinivasan Parthasarathy
175
6
0
13 Jul 2021
Improving Factual Consistency of Abstractive Summarization on Customer
  Feedback
Improving Factual Consistency of Abstractive Summarization on Customer Feedback
Yang Liu
Yifei Sun
Vincent Gao
HILM
134
8
0
30 Jun 2021
How well do you know your summarization datasets?
How well do you know your summarization datasets?Findings (Findings), 2021
Priyam Tejaswin
Dhruv Naik
Peng Liu
209
29
0
21 Jun 2021
Neural Abstractive Unsupervised Summarization of Online News Discussions
Neural Abstractive Unsupervised Summarization of Online News DiscussionsIntelligent Systems with Applications (ISA), 2021
Ignacio Tampe Palma
Marcelo Mendoza
E. Milios
191
9
0
07 Jun 2021
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