2 papers
cs.IR2026
MemConflict: Evaluating Long-Term Memory Systems Under Memory Conflicts
Zhen Tao, Jinxiang Zhao, Peng Liu +4
Long-term memory systems enable conversational agents based on large language models (LLMs) to retain, retrieve, and apply user-specific information across multi-session interactio…
cs.CL2025
CAT-LLM: Style-enhanced Large Language Models with Text Style Definition for Chinese Article-style Transfer
Zhen Tao, Dinghao Xi, Zhiyu Li +2
Text style transfer plays a vital role in online entertainment and social media. However, existing models struggle to handle the complexity of Chinese long texts, such as rhetoric,…