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1907.03491
Cited By
Searching for Effective Neural Extractive Summarization: What Works and What's Next
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
8 July 2019
Ming Zhong
Pengfei Liu
Danqing Wang
Xipeng Qiu
Xuanjing Huang
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Papers citing
"Searching for Effective Neural Extractive Summarization: What Works and What's Next"
50 / 54 papers shown
Fact-Preserved Personalized News Headline Generation
Industrial Conference on Data Mining (IDM), 2023
Zhao Yang
Junhong Lian
Xiang Ao
960
3
0
21 Jan 2025
Reward-based Input Construction for Cross-document Relation Extraction
Byeonghu Na
Suhyeon Jo
Yeongmin Kim
Il-Chul Moon
176
4
0
31 May 2024
Benchmarking LLMs on the Semantic Overlap Summarization Task
John Salvador
Naman Bansal
Mousumi Akter
Souvik Sarkar
Anupam Das
S. Karmaker
386
2
0
26 Feb 2024
Investigating Consistency in Query-Based Meeting Summarization: A Comparative Study of Different Embedding Methods
Jia-Chen Chen
Guillem Senabre
Allane Caron
RALM
179
0
0
10 Feb 2024
Incremental Extractive Opinion Summarization Using Cover Trees
Somnath Basu Roy Chowdhury
Nicholas Monath
Kumar Avinava Dubey
Manzil Zaheer
Andrew McCallum
Amr Ahmed
Snigdha Chaturvedi
370
5
0
16 Jan 2024
Inducing Causal Structure for Abstractive Text Summarization
International Conference on Information and Knowledge Management (CIKM), 2023
Luyao Chen
Ruqing Zhang
Wei Huang
Wei Chen
Jiafeng Guo
Xueqi Cheng
CML
246
3
0
24 Aug 2023
Stress Testing BERT Anaphora Resolution Models for Reaction Extraction in Chemical Patents
Chieling Yueh
Evangelos Kanoulas
Bruno Martins
Camilo Thorne
S. Akhondi
145
0
0
23 Jun 2023
The Current State of Summarization
Fabian Retkowski
395
10
0
08 May 2023
DiffuSum: Generation Enhanced Extractive Summarization with Diffusion
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Haopeng Zhang
Xiao Liu
Jiawei Zhang
DiffM
283
56
0
02 May 2023
An entity-guided text summarization framework with relational heterogeneous graph neural network
Jingqiang Chen
240
10
0
07 Feb 2023
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Chao Zhao
Faeze Brahman
Kaiqiang Song
Wenlin Yao
Dian Yu
Snigdha Chaturvedi
HILM
315
12
0
02 Dec 2022
Evaluating the Factual Consistency of Large Language Models Through News Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Derek Tam
Anisha Mascarenhas
Shiyue Zhang
Sarah Kwan
Joey Tianyi Zhou
Colin Raffel
HILM
312
141
0
15 Nov 2022
Towards Understanding Omission in Dialogue Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yicheng Zou
Kaitao Song
Xu Tan
Zhongkai Fu
Tao Gui
Dongsheng Li
Tao Gui
186
3
0
14 Nov 2022
Discharge Summary Hospital Course Summarisation of In Patient Electronic Health Record Text with Clinical Concept Guided Deep Pre-Trained Transformer Models
Journal of Biomedical Informatics (JBI), 2022
Thomas Searle
Zina M. Ibrahim
J. Teo
Richard J. B. Dobson
218
49
0
14 Nov 2022
Universal Evasion Attacks on Summarization Scoring
BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022
Wenchuan Mu
Kwan Hui Lim
AAML
259
1
0
25 Oct 2022
Salience Allocation as Guidance for Abstractive Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Fei Wang
Kaiqiang Song
Hongming Zhang
Lifeng Jin
Sangwoo Cho
Wenlin Yao
Xiaoyang Wang
Muhao Chen
Dong Yu
211
43
0
22 Oct 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ming Zhong
Yang Liu
Da Yin
Yuning Mao
Yizhu Jiao
Peng Liu
Chenguang Zhu
Heng Ji
Jiawei Han
ELM
300
352
0
13 Oct 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization
International Conference on Computational Linguistics (COLING), 2022
Chen An
Ming Zhong
Zhiyong Wu
Qinen Zhu
Xuanjing Huang
Xipeng Qiu
284
27
0
29 Sep 2022
Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Shiyue Zhang
David Wan
Joey Tianyi Zhou
HILM
262
40
0
08 Sep 2022
Read Top News First: A Document Reordering Approach for Multi-Document News Summarization
Findings (Findings), 2022
Chao Zhao
Tenghao Huang
Somnath Basu Roy Chowdhury
Muthu Kumar Chandrasekaran
Kathleen McKeown
Snigdha Chaturvedi
MoMe
191
21
0
19 Mar 2022
Unsupervised Multi-Granularity Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ming Zhong
Yang Liu
Suyu Ge
Yuning Mao
Yizhu Jiao
Xingxing Zhang
Yichong Xu
Chenguang Zhu
Michael Zeng
Jiawei Han
363
11
0
29 Jan 2022
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark
Naman Bansal
Mousumi Akter
Shubhra (Santu) Karmaker
166
0
0
14 Jan 2022
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation
Pierre Colombo
Chloe Clave
Pablo Piantanida
440
51
0
02 Dec 2021
RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization
Chen An
Ming Zhong
Zhichao Geng
Jianqiang Yang
Xipeng Qiu
RALM
325
27
0
16 Sep 2021
Multiplex Graph Neural Network for Extractive Text Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Baoyu Jing
Zeyu You
Tao Yang
Wei Fan
Hanghang Tong
325
46
0
29 Aug 2021
SummerTime: Text Summarization Toolkit for Non-experts
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Ansong Ni
Zhangir Azerbayev
Mutethia Mutuma
Troy Feng
Yusen Zhang
Tao Yu
Ahmed Hassan Awadallah
Dragomir R. Radev
280
11
0
29 Aug 2021
Automatic Text Evaluation through the Lens of Wasserstein Barycenters
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Pierre Colombo
Guillaume Staerman
Chloé Clavel
Pablo Piantanida
546
44
0
27 Aug 2021
BARTScore: Evaluating Generated Text as Text Generation
Neural Information Processing Systems (NeurIPS), 2021
Weizhe Yuan
Graham Neubig
Pengfei Liu
519
1,045
0
22 Jun 2021
How well do you know your summarization datasets?
Findings (Findings), 2021
Priyam Tejaswin
Dhruv Naik
Peng Liu
244
31
0
21 Jun 2021
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Jiacheng Xu
Greg Durrett
196
18
0
03 Jun 2021
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Linzi Xing
Wen Xiao
Giuseppe Carenini
221
22
0
29 May 2021
RefSum: Refactoring Neural Summarization
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Yixin Liu
Zi-Yi Dou
Pengfei Liu
175
43
0
15 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
412
453
0
13 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
326
47
0
07 Apr 2021
A Pseudo-Metric between Probability Distributions based on Depth-Trimmed Regions
Guillaume Staerman
Pavlo Mozharovskyi
Pierre Colombo
Stéphan Clémenccon
Florence dÁlché-Buc
OOD
861
18
0
23 Mar 2021
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization
Journal of Artificial Intelligence Research (JAIR), 2020
Fajri Koto
Timothy Baldwin
Jey Han Lau
HILM
343
40
0
27 Nov 2020
Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT
International Conference on Computational Linguistics (COLING), 2020
Ruifeng Yuan
Zili Wang
Wenjie Li
215
24
0
19 Nov 2020
Re-evaluating Evaluation in Text Summarization
Manik Bhandari
Pranav Narayan Gour
A. Ashfaq
Pengfei Liu
Graham Neubig
382
203
0
14 Oct 2020
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems
Findings (Findings), 2020
Yiran Chen
Pengfei Liu
Ming Zhong
Zi-Yi Dou
Danqing Wang
Xipeng Qiu
Xuanjing Huang
ELM
300
27
0
11 Oct 2020
What Have We Achieved on Text Summarization?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Dandan Huang
Leyang Cui
Sen Yang
Guangsheng Bao
Kun Wang
Jun Xie
Yue Zhang
292
117
0
09 Oct 2020
Stepwise Extractive Summarization and Planning with Structured Transformers
Shashi Narayan
Joshua Maynez
Jakub Adamek
Daniele Pighin
Blavz Bratanivc
Ryan T. McDonald
240
34
0
06 Oct 2020
BERT for Monolingual and Cross-Lingual Reverse Dictionary
Hang Yan
Xiaonan Li
Xipeng Qiu
233
28
0
30 Sep 2020
CommunityClick: Capturing and Reporting Community Feedback from Town Halls to Improve Inclusivity
Mahmood Jasim
Pooya Khaloo
Somin Wadhwa
Amy X. Zhang
Ali Sarvghad
Narges Mahyar
186
25
0
18 Sep 2020
Discourse-Aware Unsupervised Summarization of Long Scientific Documents
Yue Dong
Andrei Mircea
Jackie C.K. Cheung
264
8
0
01 May 2020
Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization
International Conference on Computational Linguistics (COLING), 2020
Dongyub Lee
M. Shin
Taesun Whang
Seung Woo Cho
Byeongil Ko
Daniel Lee
EungGyun Kim
Jaechoon Jo
288
15
0
29 Apr 2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Danqing Wang
Pengfei Liu
Y. Zheng
Xipeng Qiu
Xuanjing Huang
354
295
0
26 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
343
510
0
19 Apr 2020
AREDSUM: Adaptive Redundancy-Aware Iterative Sentence Ranking for Extractive Document Summarization
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2020
Keping Bi
Rahul Jha
W. Bruce Croft
Asli Celikyilmaz
202
24
0
13 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey
Science China Technological Sciences (Sci China Technol Sci), 2020
Xipeng Qiu
Tianxiang Sun
Yige Xu
Yunfan Shao
Ning Dai
Xuanjing Huang
LM&MA
VLM
1.3K
1,661
0
18 Mar 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
International Conference on Machine Learning (ICML), 2019
Jingqing Zhang
Yao-Min Zhao
Mohammad Saleh
Peter J. Liu
RALM
3DGS
1.0K
2,437
0
18 Dec 2019
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