2 papers
cs.CL2026
From Recall to Forgetting: Benchmarking Long-Term Memory for Personalized Agents
Md Nayem Uddin, Kumar Shubham, Eduardo Blanco +2
Personalized agents that interact with users over long periods must maintain persistent memory across sessions and update it as circumstances change. However, existing benchmarks p…
cs.CL2026
Commonsense Knowledge with Negation: A Resource to Enhance Negation Understanding
Zijie Wang, MohammadHossein Rezaei, Farzana Rashid +1
Negation is a common and important semantic feature in natural language, yet Large Language Models (LLMs) struggle when negation is involved in natural language understanding tasks…