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2005.00701
Cited By
Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
2 May 2020
Yixin Cao
Ruihao Shui
Liangming Pan
Min-Yen Kan
Zhiyuan Liu
Tat-Seng Chua
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Papers citing
"Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen"
44 / 44 papers shown
JEBS: A Fine-grained Biomedical Lexical Simplification Task
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
William Xia
Ishita Unde
Brian D. Ondov
Dina Demner-Fushman
256
1
0
15 Jun 2025
Mind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics
Amalie Brogaard Pauli
Isabelle Augenstein
Ira Assent
764
0
0
20 Feb 2025
Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models
Piotr Przybyła
Euan McGill
Horacio Saggion
AAML
289
7
0
28 Oct 2024
Positive Text Reframing under Multi-strategy Optimization
Shutong Jia
Biwei Cao
Qingqing Gao
Jiuxin Cao
Bo Liu
345
1
0
25 Jul 2024
Text Style Transfer: An Introductory Overview
Sourabrata Mukherjee
Ondrej Dusek
VLM
310
9
0
20 Jul 2024
X-ray Made Simple: Lay Radiology Report Generation and Robust Evaluation
Kun Zhao
Chenghao Xiao
Chen Tang
Bohao Yang
Kai Ye
Noura Al Moubayed
Chen Tang
Chenghua Lin
417
0
0
25 Jun 2024
Improving Expert Radiology Report Summarization by Prompting Large Language Models with a Layperson Summary
Xingmeng Zhao
Tongnian Wang
Anthony Rios
LM&MA
317
6
0
20 Jun 2024
ReadCtrl: Personalizing text generation with readability-controlled instruction learning
Hieu Tran
Zonghai Yao
Lingxi Li
Hong-ye Yu
369
13
0
13 Jun 2024
On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2024
Lorenzo Jaime Yu Flores
Arman Cohan
HILM
284
2
0
09 Mar 2024
Health Text Simplification: An Annotated Corpus for Digestive Cancer Education and Novel Strategies for Reinforcement Learning
Journal of Biomedical Informatics (JBI), 2024
Md Mushfiqur Rahman
Mohammad Sabik Irbaz
Kai North
Michelle S. Williams
Marcos Zampieri
Kevin Lybarger
406
14
0
26 Jan 2024
Can AI Be as Creative as Humans?
Haonan Wang
James Zou
Michael C. Mozer
Anirudh Goyal
Alex Lamb
...
Weijie J Su
Zhun Deng
Michael Qizhe Xie
Hannah Brown
Kenji Kawaguchi
506
21
0
03 Jan 2024
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP
Zonghai Yao
Nandyala Siddharth Kantu
Guanghao Wei
Hieu Tran
Zhangqi Duan
Sunjae Kwon
Zhichao Yang
Readme annotation team
Hong-ye Yu
411
14
0
24 Dec 2023
Controllable Topic-Focused Abstractive Summarization
Seyed Ali Bahrainian
Martin Jaggi
Carsten Eickhoff
243
1
0
12 Nov 2023
'Don't Get Too Technical with Me': A Discourse Structure-Based Framework for Science Journalism
Ronald Cardenas
Bingsheng Yao
Dakuo Wang
Yufang Hou
283
0
0
23 Oct 2023
Text Fact Transfer
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Nishant Balepur
Jie Huang
Kevin Chen-Chuan Chang
258
1
0
23 Oct 2023
Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Lorenzo Jaime Yu Flores
Heyuan Huang
Kejian Shi
Sophie Chheang
Arman Cohan
MedIm
348
15
0
17 Oct 2023
Generating Summaries with Controllable Readability Levels
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Leonardo F. R. Ribeiro
Mohit Bansal
Markus Dreyer
258
34
0
16 Oct 2023
ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Dongqi Pu
Vera Demberg
DeLMO
294
81
0
13 Jun 2023
A Call for Standardization and Validation of Text Style Transfer Evaluation
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Phil Ostheimer
Mayank Nagda
Matthias Kirchler
Sophie Fellenz
448
18
0
01 Jun 2023
APPLS: Evaluating Evaluation Metrics for Plain Language Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yue Guo
Tal August
Gondy Leroy
T. Cohen
Lucy Lu Wang
577
20
0
23 May 2023
Multilingual Simplification of Medical Texts
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Sebastian Antony Joseph
Kathryn Kazanas
Keziah Reina
Vishnesh J. Ramanathan
Wei Xu
Byron C. Wallace
Junyi Jessy Li
408
19
0
21 May 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts
AAAI Conference on Artificial Intelligence (AAAI), 2023
Chandrayee Basu
Rosni Vasu
Michihiro Yasunaga
Qiang Yang
261
29
0
17 Feb 2023
StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer
International Conference on Language Resources and Evaluation (LREC), 2022
Kangchen Zhu
Zhiliang Tian
Ruifeng Luo
Xiaoguang Mao
OOD
315
6
0
19 Dec 2022
Retrieval augmentation of large language models for lay language generation
Journal of Biomedical Informatics (JBI), 2022
Yue Guo
Wei Qiu
Gondy Leroy
Sheng Wang
T. Cohen
RALM
LRM
365
67
0
07 Nov 2022
A Dataset for Plain Language Adaptation of Biomedical Abstracts
Scientific Data (Sci Data), 2022
Kush Attal
Brian D. Ondov
Dina Demner-Fushman
222
41
0
21 Oct 2022
APPDIA: A Discourse-aware Transformer-based Style Transfer Model for Offensive Social Media Conversations
International Conference on Computational Linguistics (COLING), 2022
Katherine Atwell
Sabit Hassan
Malihe Alikhani
220
38
0
17 Sep 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception
Keenan I. Jones
Enes ALTUNCU
V. N. Franqueira
Yi-Chia Wang
Shujun Li
DeLMO
265
4
0
11 Aug 2022
Studying the role of named entities for content preservation in text style transfer
International Conference on Applications of Natural Language to Data Bases (NLDB), 2022
N. Babakov
David Dale
V. Logacheva
I. Krotova
Sergey Petrakov
162
2
0
20 Jun 2022
NEWTS: A Corpus for News Topic-Focused Summarization
Findings (Findings), 2022
Seyed Ali Bahrainian
Sheridan Feucht
Carsten Eickhoff
263
34
0
31 May 2022
Low Resource Style Transfer via Domain Adaptive Meta Learning
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Xiangyang Li
Xiang Long
Yu Xia
Sujian Li
225
13
0
25 May 2022
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Abhinav Ramesh Kashyap
Devamanyu Hazarika
Min-Yen Kan
Roger Zimmermann
Soujanya Poria
GAN
276
18
0
09 May 2022
Human Judgement as a Compass to Navigate Automatic Metrics for Formality Transfer
Huiyuan Lai
Jiali Mao
Antonio Toral
Malvina Nissim
232
15
0
15 Apr 2022
Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Huiyuan Lai
Antonio Toral
Malvina Nissim
220
13
0
16 Mar 2022
Paper Plain: Making Medical Research Papers Approachable to Healthcare Consumers with Natural Language Processing
Tal August
Lucy Lu Wang
Jonathan Bragg
Marti A. Hearst
Andrew Head
Kyle Lo
382
70
0
28 Feb 2022
From Theories on Styles to their Transfer in Text: Bridging the Gap with a Hierarchical Survey
Natural Language Engineering (NLE), 2021
Enrica Troiano
Aswathy Velutharambath
Roman Klinger
551
11
0
29 Oct 2021
Self-Supervised Knowledge Assimilation for Expert-Layman Text Style Transfer
Wenda Xu
Michael Stephen Saxon
Misha Sra
Wenjie Wang
MedIm
369
14
0
06 Oct 2021
A Review of Text Style Transfer using Deep Learning
Martina Toshevska
Sonja Gievska
CLIP
262
57
0
30 Sep 2021
Contextualizing Variation in Text Style Transfer Datasets
S. Schoch
Wanyu Du
Yangfeng Ji
223
5
0
17 Aug 2021
Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion
Yixin Cao
Xiang Ji
Xin Lv
Juan-Zi Li
Yonggang Wen
Hanwang Zhang
355
30
0
03 Aug 2021
Investigating Text Simplification Evaluation
Findings (Findings), 2021
Laura Vásquez-Rodríguez
Matthew Shardlow
Piotr Przybyła
Sophia Ananiadou
191
12
0
28 Jul 2021
XFORMAL: A Benchmark for Multilingual Formality Style Transfer
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Eleftheria Briakou
Di Lu
Ke Zhang
Joel R. Tetreault
233
65
0
08 Apr 2021
Automated Lay Language Summarization of Biomedical Scientific Reviews
AAAI Conference on Artificial Intelligence (AAAI), 2020
Yue Guo
Weijian Qiu
Yizhong Wang
T. Cohen
557
100
0
23 Dec 2020
Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation
International Conference on Computational Linguistics (COLING), 2020
Junyu Luo
Zifei Zheng
Hanzhong Ye
Muchao Ye
Yaqing Wang
Quanzeng You
Cao Xiao
Fenglong Ma
371
8
0
04 Dec 2020
Text Style Transfer: A Review and Experimental Evaluation
SIGKDD Explorations (SIGKDD Explor.), 2020
Zhiqiang Hu
Roy Ka-wei Lee
Charu C. Aggarwal
Aston Zhang
AI4TS
430
37
0
24 Oct 2020
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