Are Large Language Models Actually Good at Text Style Transfer?

9 June 2024

Papers citing "Are Large Language Models Actually Good at Text Style Transfer?"

11 / 11 papers shown

Title
Transferring Extreme Subword Style Using Ngram Model-Based Logit Scaling Craig Messner Tom Lippincott 56 0 0 11 Mar 2025
A Meta-Evaluation of Style and Attribute Transfer Metrics Amalie Brogaard Pauli Isabelle Augenstein Ira Assent 76 0 0 20 Feb 2025
Classic4Children: Adapting Chinese Literary Classics for Children with Large Language Model Jiali Chen Xusen Hei Yuqi Xue Zihan Wu Jiayuan Xie Yi Cai AI4Ed 100 1 0 03 Feb 2025
Multilingual and Explainable Text Detoxification with Parallel Corpora Daryna Dementieva N. Babakov Amit Ronen Abinew Ali Ayele Naquee Rizwan ... Elisei Stakovskii Eran Kaufman Ashraf Elnagar Animesh Mukherjee Alexander Panchenko 84 2 0 16 Dec 2024
Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models Piotr Przybyła AAML 18 1 0 28 Oct 2024
Text Style Transfer: An Introductory Overview Sourabrata Mukherjee Ondrej Dusek VLM 42 4 0 20 Jul 2024
Multilingual Text Style Transfer: Datasets & Models for Indian Languages Sourabrata Mukherjee Atul Kr. Ojha Akanksha Bansal D. Alok John P. Mccrae Ondrej Dusek VLM 37 7 0 31 May 2024
Text Detoxification as Style Transfer in English and Hindi Sourabrata Mukherjee Akanksha Bansal Atul Kr. Ojha John P. Mccrae Ondrej Dusek 24 9 0 12 Feb 2024
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky VLM 87 66 0 23 May 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 221 1,664 0 15 Oct 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 226 117 0 08 Sep 2021