2 papers
cs.AI2026
Can Agents Forget When Asked? A Benchmark for Memory Unlearning in LLM Agents
Bofan Xie, Chaokun Wang, Guanchen Ge +4
Long-term memory has become a core component of large language model (LLM) agents. As agents accumulate personal information over long-term use, users increasingly ask them to dele…
cs.CL2026
ProcArena: A Multi-Scenario Benchmark for LLMs on Direct and Interactive PL/SQL Development from Natural Language
Hang Zhang, Chaokun Wang, Yuzhi Pan +12
Large language models (LLMs) have shown strong potential for translating natural-language (NL) requirements into PL/SQL programs, attracting increasing attention from the database…