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1808.07913
Cited By
Improving Abstraction in Text Summarization
23 August 2018
Wojciech Kry'sciñski
Romain Paulus
Caiming Xiong
R. Socher
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Papers citing
"Improving Abstraction in Text Summarization"
50 / 56 papers shown
Reward Models are Metrics in a Trench Coat
Sebastian Gehrmann
189
0
0
03 Oct 2025
Sentence Embeddings as an intermediate target in end-to-end summarisation
Maciej Zembrzuski
Saad Mahamood
316
1
0
06 May 2025
Summarization Metrics for Spanish and Basque: Do Automatic Scores and LLM-Judges Correlate with Humans?
Jeremy Barnes
Naiara Perez
Alba Bonet-Jover
Begoña Altuna
435
6
0
21 Mar 2025
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems
Soham Roy
Mitul Goswami
Nisharg Nargund
Suneeta Mohanty
Prasant Kumar Pattnaik
RALM
255
3
0
20 Jan 2025
METAL: Towards Multilingual Meta-Evaluation
Rishav Hada
Varun Gumma
Mohamed Ahmed
Kalika Bali
Sunayana Sitaram
ELM
309
9
0
02 Apr 2024
Large Language Models for Conducting Advanced Text Analytics Information Systems Research
Benjamin Ampel
Chi-Heng Yang
Junjie Hu
Hsinchun Chen
439
15
0
27 Dec 2023
Towards Better Evaluation of Instruction-Following: A Case-Study in Summarization
Conference on Computational Natural Language Learning (CoNLL), 2023
Ondrej Skopek
Rahul Aralikatte
Sian Gooding
Victor Carbune
ELM
380
23
0
12 Oct 2023
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Dongqi Pu
Yifa Wang
Vera Demberg
287
29
0
26 May 2023
NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Iftitahu Ni'mah
Meng Fang
Vlado Menkovski
Mykola Pechenizkiy
382
23
0
15 May 2023
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
Spurious Correlations in Reference-Free Evaluation of Text Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Esin Durmus
Faisal Ladhak
Tatsunori Hashimoto
184
37
0
21 Apr 2022
Automatic Text Summarization Methods: A Comprehensive Review
Divakar Yadav
Jalpa J Desai
A. Yadav
172
76
0
03 Mar 2022
Providing Insights for Open-Response Surveys via End-to-End Context-Aware Clustering
International Conference on Artificial Intelligence in Education (AIED), 2022
S. Esmaeilzadeh
Brian Williams
Davood Shamsi
Onar Vikingstad
306
3
0
02 Mar 2022
Pretrained Language Models for Text Generation: A Survey
ACM Computing Surveys (ACM CSUR), 2022
Junyi Li
Tianyi Tang
Wayne Xin Zhao
J. Nie
Ji-Rong Wen
AI4CE
663
288
0
14 Jan 2022
May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation
Sanghyuk Choi
J. Hwang
Hyungjong Noh
Yeonsoo Lee
195
4
0
20 Dec 2021
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
301
46
0
08 Dec 2021
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation
Chenhui Shen
Liying Cheng
Ran Zhou
Lidong Bing
Yang You
Luo Si
481
46
0
14 Oct 2021
Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Faisal Ladhak
Esin Durmus
He He
Claire Cardie
Kathleen McKeown
267
73
0
31 Aug 2021
Controllable Summarization with Constrained Markov Decision Process
Transactions of the Association for Computational Linguistics (TACL), 2021
Hou Pong Chan
Lu Wang
Irwin King
475
26
0
07 Aug 2021
Summary Explorer: Visualizing the State of the Art in Text Summarization
S. Syed
Tariq Yousef
Khalid Al Khatib
S. Jänicke
Martin Potthast
ELM
217
11
0
04 Aug 2021
Automatic Construction of Evaluation Suites for Natural Language Generation Datasets
Simon Mille
Kaustubh D. Dhole
Saad Mahamood
Laura Perez-Beltrachini
Varun Gangal
Mihir Kale
Emiel van Miltenburg
Sebastian Gehrmann
ELM
222
27
0
16 Jun 2021
CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline Summarization
Qianren Mao
Hao Peng
Zheng Wang
Xi Li
Hongdong Zhu
Jianxin Li
212
1
0
29 May 2021
Pretrained Language Models for Text Generation: A Survey
Junyi Li
Tianyi Tang
Wayne Xin Zhao
Ji-Rong Wen
LM&MA
VLM
SyDa
307
208
0
21 May 2021
Hierarchical Learning for Generation with Long Source Sequences
T. Rohde
Xiaoxia Wu
Yinhan Liu
BDL
VLM
284
60
0
15 Apr 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
A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion
Logan Lebanoff
Franck Dernoncourt
Doo Soon Kim
W. Chang
Fei Liu
CVBM
286
18
0
08 Oct 2020
Neural Language Generation: Formulation, Methods, and Evaluation
Cristina Garbacea
Qiaozhu Mei
411
30
0
31 Jul 2020
SummEval: Re-evaluating Summarization Evaluation
Transactions of the Association for Computational Linguistics (TACL), 2020
Alexander R. Fabbri
Wojciech Kry'sciñski
Bryan McCann
Caiming Xiong
R. Socher
Dragomir R. Radev
HILM
662
929
0
24 Jul 2020
An Overview of Natural Language State Representation for Reinforcement Learning
Brielen Madureira
David Schlangen
OffRL
189
10
0
19 Jul 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Luyang Huang
Lingfei Wu
Lu Wang
RALM
369
171
0
03 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
252
208
0
30 Apr 2020
A more abstractive summarization model
Satyaki Chakraborty
Xinya Li
Sayak Chakraborty
177
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
393
37
0
24 Feb 2020
AvgOut: A Simple Output-Probability Measure to Eliminate Dull Responses
AAAI Conference on Artificial Intelligence (AAAI), 2020
Tong Niu
Joey Tianyi Zhou
219
3
0
15 Jan 2020
Controlling the Amount of Verbatim Copying in Abstractive Summarization
AAAI Conference on Artificial Intelligence (AAAI), 2019
Kaiqiang Song
Bingqing Wang
Z. Feng
Liu Ren
Fei Liu
190
54
0
23 Nov 2019
Joint Parsing and Generation for Abstractive Summarization
AAAI Conference on Artificial Intelligence (AAAI), 2019
Kaiqiang Song
Logan Lebanoff
Qipeng Guo
Xipeng Qiu
Xiangyang Xue
Chen Li
Dong Yu
Fei Liu
225
30
0
23 Nov 2019
Evaluating the Factual Consistency of Abstractive Text Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Wojciech Kry'sciñski
Bryan McCann
Caiming Xiong
R. Socher
HILM
417
909
0
28 Oct 2019
Concept Pointer Network for Abstractive Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
W. Wenbo
Yang Gao
Huang Heyan
Yuxiang Zhou
191
40
0
18 Oct 2019
Analyzing Sentence Fusion in Abstractive Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Logan Lebanoff
John Muchovej
Franck Dernoncourt
Doo Soon Kim
Seokhwan Kim
W. Chang
Fei Liu
344
43
0
01 Oct 2019
In Conclusion Not Repetition: Comprehensive Abstractive Summarization With Diversified Attention Based On Determinantal Point Processes
Conference on Computational Natural Language Learning (CoNLL), 2019
Lei Li
Wei Liu
Marina Litvak
N. Vanetik
Zuying Huang
171
12
0
24 Sep 2019
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Peng Xu
Chien-Sheng Wu
Andrea Madotto
Pascale Fung
232
38
0
09 Sep 2019
Informative and Controllable Opinion Summarization
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2019
Reinald Kim Amplayo
Mirella Lapata
197
59
0
05 Sep 2019
An Entity-Driven Framework for Abstractive Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Eva Sharma
Luyang Huang
Zhe Hu
Lu Wang
AI4TS
253
77
0
04 Sep 2019
Answers Unite! Unsupervised Metrics for Reinforced Summarization Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Thomas Scialom
Sylvain Lamprier
Benjamin Piwowarski
Jacopo Staiano
265
157
0
04 Sep 2019
Better Rewards Yield Better Summaries: Learning to Summarise Without References
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
F. Böhm
Yang Gao
Christian M. Meyer
Ori Shapira
Ido Dagan
Iryna Gurevych
304
117
0
03 Sep 2019
Neural Text Summarization: A Critical Evaluation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Wojciech Kry'sciñski
N. Keskar
Bryan McCann
Caiming Xiong
R. Socher
447
398
0
23 Aug 2019
Reward Learning for Efficient Reinforcement Learning in Extractive Document Summarisation
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Yang Gao
Christian M. Meyer
Mohsen Mesgar
Iryna Gurevych
249
26
0
30 Jul 2019
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks
Journal of Artificial Intelligence Research (JAIR), 2019
Shashi Narayan
Shay B. Cohen
Mirella Lapata
AILaw
267
18
0
19 Jul 2019
Preference-based Interactive Multi-Document Summarisation
Yang Gao
Christian M. Meyer
Iryna Gurevych
153
28
0
07 Jun 2019
HighRES: Highlight-based Reference-less Evaluation of Summarization
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Hardy Hardy
Shashi Narayan
Andreas Vlachos
202
70
0
04 Jun 2019
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