Style Transfer in Text - Exploration and Evaluation

This paper explores text style transfer (TST) using non-parallel data, introducing new evaluation metrics for transfer strength and content preservation.

January 22, 2025 · 3 min · Chengyu Zhang

Text Style Transfer - A Review and Experimental Evaluation

A comprehensive review of text style transfer (TST) techniques, their evaluation, and benchmarking results across various datasets.

January 21, 2025 · 16 min · Chengyu Zhang

Membership Inference Attacks Against NLP Classification Models

A comprehensive analysis of privacy risks in NLP classification models, focusing on membership inference attacks (MIAs) at both sample and user levels.

September 19, 2023 · 2 min · Chengyu Zhang