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A Call for Standardization and Validation of Text Style Transfer
  Evaluation

A Call for Standardization and Validation of Text Style Transfer Evaluation

Annual Meeting of the Association for Computational Linguistics (ACL), 2023
1 June 2023
Phil Ostheimer
Mayank Nagda
Matthias Kirchler
Sophie Fellenz
ArXiv (abs)PDFHTMLGithub

Papers citing "A Call for Standardization and Validation of Text Style Transfer Evaluation"

10 / 10 papers shown
DiffStyleTS: Diffusion Model for Style Transfer in Time Series
DiffStyleTS: Diffusion Model for Style Transfer in Time Series
Mayank Nagda
Phil Ostheimer
Justus Arweiler
Indra Jungjohann
Jennifer Werner
...
Michael Bortz
Hans Hasse
Stephan Mandt
Marius Kloft
Sophie Fellenz
DiffMAI4TS
163
1
0
13 Oct 2025
Can LLMs Help Uncover Insights about LLMs? A Large-Scale, Evolving Literature Analysis of Frontier LLMs
Can LLMs Help Uncover Insights about LLMs? A Large-Scale, Evolving Literature Analysis of Frontier LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Jungsoo Park
Junmo Kang
Gabriel Stanovsky
Alan Ritter
465
0
0
26 Feb 2025
Mind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics
Mind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics
Amalie Brogaard Pauli
Isabelle Augenstein
Ira Assent
761
0
0
20 Feb 2025
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors
Tethering Broken Themes: Aligning Neural Topic Models with Labels and AuthorsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024
Mayank Nagda
Phil Ostheimer
Sophie Fellenz
743
0
0
22 Oct 2024
SETTP: Style Extraction and Tunable Inference via Dual-level
  Transferable Prompt Learning
SETTP: Style Extraction and Tunable Inference via Dual-level Transferable Prompt Learning
Chunzhen Jin
Yongfeng Huang
Yaqi Wang
Peng Cao
Osmar Zaiane
VLM
323
2
0
22 Jul 2024
Distilling Text Style Transfer With Self-Explanation From LLMs
Distilling Text Style Transfer With Self-Explanation From LLMs
Chiyu Zhang
Honglong Cai
Yuezhang Li
Li
Yuexin Wu
Le Hou
Muhammad Abdul-Mageed
470
19
0
02 Mar 2024
On the Challenges and Opportunities in Generative AI
On the Challenges and Opportunities in Generative AI
Laura Manduchi
Kushagra Pandey
Kushagra Pandey
Robert Bamler
Sina Daubener
...
Yixin Wang
F. Wenzel
Frank Wood
Stephan Mandt
Vincent Fortuin
960
41
0
28 Feb 2024
Exploring Methods for Cross-lingual Text Style Transfer: The Case of
  Text Detoxification
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text DetoxificationInternational Joint Conference on Natural Language Processing (IJCNLP), 2023
Daryna Dementieva
Daniil Moskovskiy
David Dale
Sergey Petrakov
362
27
0
23 Nov 2023
Evaluating Dynamic Topic Models
Evaluating Dynamic Topic ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Charu James
Mayank Nagda
Nooshin Haji Ghassemi
Matthias Kirchler
Sophie Fellenz
206
6
0
12 Sep 2023
Text Style Transfer Evaluation Using Large Language Models
Text Style Transfer Evaluation Using Large Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2023
Phil Ostheimer
Mayank Nagda
Matthias Kirchler
Sophie Fellenz
340
12
0
25 Aug 2023
1
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