3 papers
cs.CL2024
Style Transfer with Multi-iteration Preference Optimization
Shuai Liu, Jonathan May
Numerous recent techniques for text style transfer characterize their approaches as variants of reinforcement learning and preference optimization. In this work, we consider the re…
cs.CL2024
Authorship Style Transfer with Policy Optimization
Shuai Liu, Shantanu Agarwal, Jonathan May
Authorship style transfer aims to rewrite a given text into a specified target while preserving the original meaning in the source. Existing approaches rely on the availability of…
cs.CL2024
Can Language Model Moderators Improve the Health of Online Discourse?
Hyundong Cho, Shuai Liu, Taiwei Shi +8
Conversational moderation of online communities is crucial to maintaining civility for a constructive environment, but it is challenging to scale and harmful to moderators. The inc…