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cs.SE2026
RouteAlign: Aligning Task Requirements with Model Profiles for LLM Service Selection
Jihao Zhao, Ding Chen, Yanfang Chen +4
LLM service selection requires performance evidence that reflects the demands of the current task. Aggregate scores obscure differences in capability and difficulty, while semantic…
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…