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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
Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New
  Benchmark with Improved Annotation
Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved AnnotationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yulong Chen
Huajian Zhang
Yijie Zhou
Xuefeng Bai
Yueguan Wang
...
Jianhao Yan
Yafu Li
Judy Li
Xianchao Zhu
Yue Zhang
129
8
0
08 Jul 2023
Text Alignment Is An Efficient Unified Model for Massive NLP Tasks
Text Alignment Is An Efficient Unified Model for Massive NLP TasksNeural Information Processing Systems (NeurIPS), 2023
Yuheng Zha
Yichi Yang
Ruichen Li
Zhiting Hu
ALM
331
14
0
06 Jul 2023
Neural models for Factual Inconsistency Classification with Explanations
Neural models for Factual Inconsistency Classification with Explanations
Tathagata Raha
Mukund Choudhary
Abhinav Menon
Harshit Gupta
KV Aditya Srivatsa
Manish Gupta
Vasudeva Varma
113
4
0
15 Jun 2023
Long Text Generation Challenge
Long Text Generation Challenge
N. Mikhaylovskiy
ALM
88
1
0
04 Jun 2023
Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A
  Practical Study
Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study
Guang Lu
Sylvia B. Larcher
Tu-Anh Tran
165
12
0
01 Jun 2023
Improving the Robustness of Summarization Systems with Dual Augmentation
Improving the Robustness of Summarization Systems with Dual AugmentationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Preslav Nakov
Guodong Long
Chongyang Tao
Mingzhe Li
Xin Gao
Chen Zhang
Xiangliang Zhang
AAML
174
15
0
01 Jun 2023
Towards Argument-Aware Abstractive Summarization of Long Legal Opinions
  with Summary Reranking
Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary RerankingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Mohamed S. Elaraby
Yang Zhong
Diane Litman
AILawELM
153
17
0
01 Jun 2023
Concise Answers to Complex Questions: Summarization of Long-form Answers
Concise Answers to Complex Questions: Summarization of Long-form AnswersAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Abhilash Potluri
Fangyuan Xu
Eunsol Choi
ELM
164
12
0
30 May 2023
AlignScore: Evaluating Factual Consistency with a Unified Alignment
  Function
AlignScore: Evaluating Factual Consistency with a Unified Alignment FunctionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yuheng Zha
Yichi Yang
Ruichen Li
Zhiting Hu
HILM
353
292
0
26 May 2023
Improving Factuality of Abstractive Summarization without Sacrificing
  Summary Quality
Improving Factuality of Abstractive Summarization without Sacrificing Summary QualityAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Tanay Dixit
Fei Wang
Muhao Chen
HILM
135
11
0
24 May 2023
UniChart: A Universal Vision-language Pretrained Model for Chart
  Comprehension and Reasoning
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Ahmed Masry
P. Kavehzadeh
Do Xuan Long
Enamul Hoque
Shafiq Joty
LRM
343
160
0
24 May 2023
LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond
LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond
Philippe Laban
Wojciech Kry'sciñski
Divyansh Agarwal
Alexander R. Fabbri
Caiming Xiong
Shafiq Joty
Chien-Sheng Wu
ALMHILM
153
45
0
23 May 2023
Evaluating Factual Consistency of Summaries with Large Language Models
Evaluating Factual Consistency of Summaries with Large Language Models
Shiqi Chen
Siyang Gao
Junxian He
ELMLRMHILM
168
9
0
23 May 2023
Element-aware Summarization with Large Language Models: Expert-aligned
  Evaluation and Chain-of-Thought Method
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought MethodAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yiming Wang
Zhuosheng Zhang
Rui Wang
268
115
0
22 May 2023
Recent Trends in Unsupervised Summarization
Recent Trends in Unsupervised Summarization
Mohammad Khosravani
Amine Trabelsi
178
0
0
18 May 2023
TrueTeacher: Learning Factual Consistency Evaluation with Large Language
  Models
TrueTeacher: Learning Factual Consistency Evaluation with Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zorik Gekhman
Jonathan Herzig
Roee Aharoni
Chen Elkind
Idan Szpektor
HILMELM
402
97
0
18 May 2023
Language Model Tokenizers Introduce Unfairness Between Languages
Language Model Tokenizers Introduce Unfairness Between LanguagesNeural Information Processing Systems (NeurIPS), 2023
Aleksandar Petrov
Emanuele La Malfa
Juil Sock
Adel Bibi
345
169
0
17 May 2023
EDeR: A Dataset for Exploring Dependency Relations Between Events
EDeR: A Dataset for Exploring Dependency Relations Between Events
RUIQI LI
P. Haslum
Leyang Cui
196
0
0
04 Apr 2023
Revisiting Automatic Question Summarization Evaluation in the Biomedical
  Domain
Revisiting Automatic Question Summarization Evaluation in the Biomedical Domain
Hongyi Yuan
Yaoyun Zhang
Fei Huang
Songfang Huang
177
1
0
18 Mar 2023
More Robust Schema-Guided Dialogue State Tracking via Tree-Based
  Paraphrase Ranking
More Robust Schema-Guided Dialogue State Tracking via Tree-Based Paraphrase RankingFindings (Findings), 2023
Alexandru Coca
Bo-Hsiang Tseng
Weizhe Lin
Bill Byrne
162
3
0
17 Mar 2023
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for
  Generative Large Language Models
SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Potsawee Manakul
Adian Liusie
Mark Gales
HILMLRM
419
673
0
15 Mar 2023
Learning with Rejection for Abstractive Text Summarization
Learning with Rejection for Abstractive Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Mengyao Cao
Yue Dong
Jingyi He
Jackie C.K. Cheung
193
9
0
16 Feb 2023
Do Multi-Document Summarization Models Synthesize?
Do Multi-Document Summarization Models Synthesize?Transactions of the Association for Computational Linguistics (TACL), 2023
Jay DeYoung
Stephanie C. Martinez
Iain J. Marshall
Byron C. Wallace
295
14
0
31 Jan 2023
LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form
  Summarization
LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Kalpesh Krishna
Erin Bransom
Bailey Kuehl
Mohit Iyyer
Pradeep Dasigi
Arman Cohan
Kyle Lo
244
117
0
30 Jan 2023
MQAG: Multiple-choice Question Answering and Generation for Assessing
  Information Consistency in Summarization
MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in SummarizationInternational Joint Conference on Natural Language Processing (IJCNLP), 2023
Potsawee Manakul
Adian Liusie
Mark Gales
HILM
227
42
0
28 Jan 2023
Examining Political Rhetoric with Epistemic Stance Detection
Examining Political Rhetoric with Epistemic Stance Detection
Ankita Gupta
Su Lin Blodgett
Justin H. Gross
Brendan O'Connor
138
1
0
29 Dec 2022
Open Domain Multi-document Summarization: A Comprehensive Study of Model
  Brittleness under Retrieval
Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
John Giorgi
Luca Soldaini
Bo Wang
Gary D. Bader
Kyle Lo
Lucy Lu Wang
Arman Cohan
272
21
0
20 Dec 2022
WeCheck: Strong Factual Consistency Checker via Weakly Supervised
  Learning
WeCheck: Strong Factual Consistency Checker via Weakly Supervised LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Wenhao Wu
Wei Li
Xinyan Xiao
Jiachen Liu
Sujian Li
Yajuan Lv
HILM
257
8
0
20 Dec 2022
BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of
  Faithfulness Metrics
BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of Faithfulness MetricsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Liang Ma
Shuyang Cao
IV RobertL.Logan
Di Lu
Shihao Ran
Kecheng Zhang
Joel R. Tetreault
A. Jaimes
196
7
0
20 Dec 2022
Revisiting the Gold Standard: Grounding Summarization Evaluation with
  Robust Human Evaluation
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human EvaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Yixin Liu
Alexander R. Fabbri
Pengfei Liu
Yilun Zhao
Linyong Nan
...
Simeng Han
Shafiq Joty
Chien-Sheng Wu
Caiming Xiong
Dragomir R. Radev
ALM
275
154
0
15 Dec 2022
POQue: Asking Participant-specific Outcome Questions for a Deeper
  Understanding of Complex Events
POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex EventsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Sai Vallurupalli
Sayontan Ghosh
K. Erk
Niranjan Balasubramanian
Francis Ferraro
164
5
0
05 Dec 2022
A Survey on Medical Document Summarization
A Survey on Medical Document Summarization
Raghav Jain
Anubhav Jangra
S. Saha
Adam Jatowt
3DGSMedIm
212
24
0
03 Dec 2022
Prompted Opinion Summarization with GPT-3.5
Prompted Opinion Summarization with GPT-3.5Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Adithya Bhaskar
Alexander R. Fabbri
Greg Durrett
ELM
251
70
0
29 Nov 2022
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot
  Summarization
UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Yulong Chen
Yang Liu
Ruochen Xu
Ziyi Yang
Chenguang Zhu
Michael Zeng
Yue Zhang
326
21
0
17 Nov 2022
Towards Understanding Omission in Dialogue Summarization
Towards Understanding Omission in Dialogue SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Yicheng Zou
Kaitao Song
Xu Tan
Zhongkai Fu
Tao Gui
Dongsheng Li
Tao Gui
145
2
0
14 Nov 2022
Computing and Exploiting Document Structure to Improve Unsupervised
  Extractive Summarization of Legal Case Decisions
Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions
Yang Zhong
Diane Litman
215
11
0
06 Nov 2022
How Far are We from Robust Long Abstractive Summarization?
How Far are We from Robust Long Abstractive Summarization?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Huan Yee Koh
Jiaxin Ju
He Zhang
Ming Liu
Shirui Pan
HILM
243
43
0
30 Oct 2022
Improving abstractive summarization with energy-based re-ranking
Improving abstractive summarization with energy-based re-rankingIEEE Games Entertainment Media Conference (GEM), 2022
Diogo Pernes
Afonso Mendes
Marcely Zanon Boito
214
6
0
27 Oct 2022
Universal Evasion Attacks on Summarization Scoring
Universal Evasion Attacks on Summarization ScoringBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022
Wenchuan Mu
Kwan Hui Lim
AAML
217
1
0
25 Oct 2022
Correcting Diverse Factual Errors in Abstractive Summarization via
  Post-Editing and Language Model Infilling
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model InfillingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Vidhisha Balachandran
Hannaneh Hajishirzi
William W. Cohen
Yulia Tsvetkov
HILMKELM
304
57
0
22 Oct 2022
Analyzing and Evaluating Faithfulness in Dialogue Summarization
Analyzing and Evaluating Faithfulness in Dialogue SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Bin Wang
Chen Zhang
Yan Zhang
Yiming Chen
Haizhou Li
HILM
159
20
0
21 Oct 2022
Shortcomings of Question Answering Based Factuality Frameworks for Error
  Localization
Shortcomings of Question Answering Based Factuality Frameworks for Error LocalizationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Ryo Kamoi
Tanya Goyal
Greg Durrett
HILM
270
16
0
13 Oct 2022
Just ClozE! A Novel Framework for Evaluating the Factual Consistency
  Faster in Abstractive Summarization
Just ClozE! A Novel Framework for Evaluating the Factual Consistency Faster in Abstractive Summarization
Yiyang Li
Lei Li
Marina Litvak
N. Vanetik
Dingxing Hu
Yuze Li
Yanquan Zhou
HILM
236
0
0
06 Oct 2022
Explaining Patterns in Data with Language Models via Interpretable
  Autoprompting
Explaining Patterns in Data with Language Models via Interpretable Autoprompting
Chandan Singh
John X. Morris
J. Aneja
Alexander M. Rush
Jianfeng Gao
LRM
179
0
0
04 Oct 2022
Probing of Quantitative Values in Abstractive Summarization Models
Probing of Quantitative Values in Abstractive Summarization Models
Nathan M. White
204
0
0
03 Oct 2022
Adapting Pretrained Text-to-Text Models for Long Text Sequences
Adapting Pretrained Text-to-Text Models for Long Text SequencesConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Wenhan Xiong
Anchit Gupta
Shubham Toshniwal
Yashar Mehdad
Anuj Kumar
RALMVLM
177
33
0
21 Sep 2022
Z-Code++: A Pre-trained Language Model Optimized for Abstractive
  Summarization
Z-Code++: A Pre-trained Language Model Optimized for Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Pengcheng He
Baolin Peng
Liyang Lu
Song Wang
Jie Mei
...
Chenguang Zhu
Wayne Xiong
Michael Zeng
Jianfeng Gao
Xuedong Huang
195
51
0
21 Aug 2022
Beyond Text Generation: Supporting Writers with Continuous Automatic
  Text Summaries
Beyond Text Generation: Supporting Writers with Continuous Automatic Text SummariesACM Symposium on User Interface Software and Technology (UIST), 2022
Hai Dang
Karim Benharrak
Florian Lehmann
Daniel Buschek
493
107
0
19 Aug 2022
Abstractive Meeting Summarization: A Survey
Abstractive Meeting Summarization: A SurveyTransactions of the Association for Computational Linguistics (TACL), 2022
Virgile Rennard
Guokan Shang
Julie Hunter
Michalis Vazirgiannis
281
19
0
08 Aug 2022
DialogSum Challenge: Results of the Dialogue Summarization Shared Task
DialogSum Challenge: Results of the Dialogue Summarization Shared Task
Yulong Chen
Naihao Deng
Yang Liu
Yue Zhang
199
7
0
08 Aug 2022
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