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LENS: A Learnable Evaluation Metric for Text Simplification
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
19 December 2022
Mounica Maddela
Yao Dou
David Heineman
Wei Xu
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Papers citing
"LENS: A Learnable Evaluation Metric for Text Simplification"
41 / 41 papers shown
PERCS: Persona-Guided Controllable Biomedical Summarization Dataset
Rohan Charudatt Salvi
Chirag Chawla
Dhruv Jain
Swapnil Panigrahi
Md. Shad Akhtar
Shweta Yadav
158
1
0
03 Dec 2025
Text Simplification with Sentence Embeddings
Matthew Shardlow
112
0
0
28 Oct 2025
DETECT: Determining Ease and Textual Clarity of German Text Simplifications
Maria Korobeynikova
Alessia Battisti
Lukas Fischer
Yingqiang Gao
126
0
0
25 Oct 2025
JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences
David Beauchemin
Michelle Albert-Rochette
Richard Khoury
Pierre-Luc Déziel
AILaw
ELM
170
1
0
23 Aug 2025
Improving Text Style Transfer using Masked Diffusion Language Models with Inference-time Scaling
Tejomay Kishor Padole
Suyash P Awate
Pushpak Bhattacharyya
DiffM
222
1
0
14 Aug 2025
Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation
Yue Guo
Jae Ho Sohn
Gondy Leroy
Trevor Cohen
ELM
240
2
0
15 May 2025
LLM-based Text Simplification and its Effect on User Comprehension and Cognitive Load
Theo Guidroz
Diego Ardila
Jimmy Li
Adam Mansour
Paul Jhun
...
D. Webster
Yun Liu
Sho Fujiwara
P. Bui
Quang Duong
162
6
0
04 May 2025
Evaluation Under Imperfect Benchmarks and Ratings: A Case Study in Text Simplification
Joseph Liu
Yoonsoo Nam
Xinyue Cui
Swabha Swayamdipta
396
5
0
13 Apr 2025
Summarizing Speech: A Comprehensive Survey
Fabian Retkowski
Maike Züfle
Andreas Sudmann
Dinah Pfau
Jan Niehues
Jan Niehues
Alexander H. Waibel
511
0
0
10 Apr 2025
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs
Ivan Kartáč
Mateusz Lango
Ondrej Dusek
ELM
586
5
0
14 Mar 2025
Aligning Sentence Simplification with ESL Learner's Proficiency for Language Acquisition
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Guanlin Li
Yuki Arase
Noel Crespi
266
7
0
17 Feb 2025
M-Ped: Multi-Prompt Ensemble Decoding for Large Language Models
Jiaxin Guo
Daimeng Wei
Yuanchang Luo
Shimin Tao
Hengchao Shang
...
Shaojun Li
Jinlong Yang
Zhanglin Wu
Zhiqiang Rao
Hao Yang
175
2
0
24 Dec 2024
SiTSE: Sinhala Text Simplification Dataset and Evaluation
Surangika Ranathunga
Rumesh Sirithunga
Himashi Rathnayake
Lahiru De Silva
Thamindu Aluthwala
Saman Peramuna
Ravi Shekhar
419
3
0
02 Dec 2024
Label Confidence Weighted Learning for Target-level Sentence Simplification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Xinying Qiu
Jingshen Zhang
186
4
0
08 Oct 2024
DENEB: A Hallucination-Robust Automatic Evaluation Metric for Image Captioning
Asian Conference on Computer Vision (ACCV), 2024
Kazuki Matsuda
Yuiga Wada
Komei Sugiura
331
8
0
28 Sep 2024
Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits
International Conference on Human Factors in Computing Systems (CHI), 2024
Tuhin Chakrabarty
Philippe Laban
Chien-Sheng Wu
713
50
0
22 Sep 2024
Automatic Metrics in Natural Language Generation: A Survey of Current Evaluation Practices
International Conference on Natural Language Generation (INLG), 2024
Patrícia Schmidtová
Saad Mahamood
Simone Balloccu
Ondřej Dušek
Albert Gatt
Dimitra Gkatzia
David M. Howcroft
Ondřej Plátek
Adarsa Sivaprasad
260
25
0
17 Aug 2024
Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles
Workshop on Biomedical Natural Language Processing (BioNLP), 2024
Tomas Goldsack
Carolina Scarton
Matthew Shardlow
Chenghua Lin
194
51
0
16 Aug 2024
Improving Minimum Bayes Risk Decoding with Multi-Prompt
David Heineman
Yao Dou
Wei Xu
414
14
0
22 Jul 2024
Semantic Graphs for Syntactic Simplification: A Revisit from the Age of LLM
Peiran Yao
Kostyantyn Guzhva
Denilson Barbosa
252
5
0
04 Jul 2024
Themis: Towards Flexible and Interpretable NLG Evaluation
Xinyu Hu
Li Lin
Mingqi Gao
Xunjian Yin
Xiaojun Wan
ELM
333
0
0
26 Jun 2024
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts
Yuelyu Ji
Zhuochun Li
Rui Meng
Sonish Sivarajkumar
Yanshan Wang
Zeshui Yu
Hui Ji
Yushui Han
Hanyu Zeng
Daqing He
300
35
0
21 May 2024
WisPerMed at BioLaySumm: Adapting Autoregressive Large Language Models for Lay Summarization of Scientific Articles
T. M. G. Pakull
Hendrik Damm
Ahmad Idrissi-Yaghir
Henning Schafer
Peter A. Horn
Christoph M. Friedrich
171
2
0
20 May 2024
EASSE-DE: Easier Automatic Sentence Simplification Evaluation for German
Regina Stodden
250
2
0
04 Apr 2024
REFeREE: A REference-FREE Model-Based Metric for Text Simplification
Yichen Huang
Ekaterina Kochmar
293
5
0
26 Mar 2024
Polos: Multimodal Metric Learning from Human Feedback for Image Captioning
Yuiga Wada
Kanta Kaneda
Daichi Saito
Komei Sugiura
286
49
0
28 Feb 2024
Digital Comprehensibility Assessment of Simplified Texts among Persons with Intellectual Disabilities
Andreas Säuberli
F. Holzknecht
Patrick Haller
Silvana Deilen
Laura Schiffl
S. Hansen-Schirra
Sarah Ebling
246
7
0
20 Feb 2024
German Text Simplification: Finetuning Large Language Models with Semi-Synthetic Data
Lars Klöser
Mika Beele
Jan-Niklas Schagen
Bodo Kraft
245
9
0
16 Feb 2024
Do Text Simplification Systems Preserve Meaning? A Human Evaluation via Reading Comprehension
Transactions of the Association for Computational Linguistics (TACL), 2023
Sweta Agrawal
Marine Carpuat
294
25
0
15 Dec 2023
Reducing Privacy Risks in Online Self-Disclosures with Language Models
Yao Dou
Isadora Krsek
Tarek Naous
Anubha Kabra
Sauvik Das
Alan Ritter
Wei Xu
478
56
0
16 Nov 2023
Robustness Tests for Automatic Machine Translation Metrics with Adversarial Attacks
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yichen Huang
Timothy Baldwin
228
4
0
01 Nov 2023
BLESS: Benchmarking Large Language Models on Sentence Simplification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Tannon Kew
Alison Chi
Laura Vásquez-Rodríguez
Sweta Agrawal
Dennis Aumiller
Fernando Alva-Manchego
Teven Le Scao
326
62
0
24 Oct 2023
Simplicity Level Estimate (SLE): A Learned Reference-Less Metric for Sentence Simplification
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Liam Cripwell
Joël Legrand
Claire Gardent
163
17
0
12 Oct 2023
Automatic and Human-AI Interactive Text Generation
Yao Dou
Philippe Laban
Claire Gardent
Wei Xu
284
4
0
05 Oct 2023
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs
ACM Symposium on User Interface Software and Technology (UIST), 2023
Philippe Laban
Jesse Vig
Marti A. Hearst
Caiming Xiong
Chien-Sheng Wu
KELM
311
65
0
27 Sep 2023
Flesch or Fumble? Evaluating Readability Standard Alignment of Instruction-Tuned Language Models
IEEE Games Entertainment Media Conference (IEEE GEM), 2023
Joseph Marvin Imperial
Harish Tayyar Madabushi
ELM
285
29
0
11 Sep 2023
Thresh: A Unified, Customizable and Deployable Platform for Fine-Grained Text Evaluation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
David Heineman
Yao Dou
Wei Xu
358
9
0
14 Aug 2023
ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Tarek Naous
Michael Joseph Ryan
Anton Lavrouk
Mohit Chandra
Wei Xu
456
27
0
23 May 2023
Dancing Between Success and Failure: Edit-level Simplification Evaluation using SALSA
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
David Heineman
Yao Dou
Mounica Maddela
Wei Xu
382
26
0
23 May 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
576
20
0
23 May 2023
EditEval: An Instruction-Based Benchmark for Text Improvements
Conference on Computational Natural Language Learning (CoNLL), 2022
Jane Dwivedi-Yu
Timo Schick
Zhengbao Jiang
Maria Lomeli
Patrick Lewis
Gautier Izacard
Edouard Grave
Sebastian Riedel
Fabio Petroni
227
35
0
27 Sep 2022
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