3 papers
cs.CL2025
Human-in-the-Loop Generation of Adversarial Texts: A Case Study on Tibetan Script
Xi Cao, Yuan Sun, Jiajun Li +3
DNN-based language models excel across various NLP tasks but remain highly vulnerable to textual adversarial attacks. While adversarial text generation is crucial for NLP security,…
cs.CL2025
PG-CE: A Progressive Generation Dataset with Constraint Enhancement for Controllable Text Generation
Yan Zhuang, Yuan Sun
With the rapid development of Large Language Models (LLMs), Controllable Text Generation (CTG) has become a critical technology for enhancing system reliability and user experience…
cs.LG2025
Binary-Integer-Programming Based Algorithm for Expert Load Balancing in Mixture-of-Experts Models
Yuan Sun
For pre-training of MoE (Mixture-of-Experts) models, one of the main issues is unbalanced expert loads, which may cause routing collapse or increased computational overhead. Existi…