A Call for Standardization and Validation of Text Style Transfer
Evaluation

A Call for Standardization and Validation of Text Style Transfer Evaluation

1 June 2023

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

16 / 16 papers shown

Title
Can LLMs Help Uncover Insights about LLMs? A Large-Scale, Evolving Literature Analysis of Frontier LLMs Jungsoo Park Junmo Kang Gabriel Stanovsky Alan Ritter 57 0 0 26 Feb 2025
A Meta-Evaluation of Style and Attribute Transfer Metrics Amalie Brogaard Pauli Isabelle Augenstein Ira Assent 69 0 0 20 Feb 2025
Tethering Broken Themes: Aligning Neural Topic Models with Labels and Authors M. Nagda Phil Ostheimer Sophie Fellenz 51 0 0 22 Oct 2024
SETTP: Style Extraction and Tunable Inference via Dual-level Transferable Prompt Learning Chunzhen Jin Yongfeng Huang Yaqi Wang Peng Cao Osmar Zaiane VLM 39 1 0 22 Jul 2024
Distilling Text Style Transfer With Self-Explanation From LLMs Chiyu Zhang Honglong Cai Yuezhang Li Li Yuexin Wu Le Hou Muhammad Abdul-Mageed 47 10 0 02 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 56 17 0 28 Feb 2024
Exploring Methods for Cross-lingual Text Style Transfer: The Case of Text Detoxification Daryna Dementieva Daniil Moskovskiy David Dale Alexander Panchenko 36 16 0 23 Nov 2023
Evaluating Dynamic Topic Models Charu James M. Nagda Nooshin Haji Ghassemi Marius Kloft Sophie Fellenz 29 1 0 12 Sep 2023
Text Style Transfer Evaluation Using Large Language Models Phil Ostheimer M. Nagda Marius Kloft Sophie Fellenz 17 9 0 25 Aug 2023
A Review of Text Style Transfer using Deep Learning Martina Toshevska Sonja Gievska CLIP 48 43 0 30 Sep 2021
Generic resources are what you need: Style transfer tasks without task-specific parallel training data Huiyuan Lai Antonio Toral Malvina Nissim 29 15 0 09 Sep 2021
A Recipe For Arbitrary Text Style Transfer with Large Language Models Emily Reif Daphne Ippolito Ann Yuan Andy Coenen Chris Callison-Burch Jason W. Wei 224 117 0 08 Sep 2021
With Little Power Comes Great Responsibility Dallas Card Peter Henderson Urvashi Khandelwal Robin Jia Kyle Mahowald Dan Jurafsky 230 115 0 13 Oct 2020
Exploring Contextual Word-level Style Relevance for Unsupervised Style Transfer Chulun Zhou Liangyu Chen Jiachen Liu Xinyan Xiao Jinsong Su Sheng Guo Hua-Hong Wu 55 33 0 05 May 2020
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014
Learning Attitudes and Attributes from Multi-Aspect Reviews Julian McAuley J. Leskovec Dan Jurafsky 200 296 0 15 Oct 2012