2 papers
cs.DB2026
Which Eviction Policy Should an LLM Cache Use? A Systematic Study Across Workloads, Capacities, and Encoders
Yash Kulkarni, Shubham Harkare, Arvind Yogesh Suresh Babu
Semantic caches reuse an LLM response when the incoming query embedding lies near a cached query, but proposed eviction policies have rarely been compared under one protocol. Using…
cs.LG2026
Attribution-Guided Masking for Robust Cross-Domain Sentiment Classification
Shubham Harkare, Arvind Yogesh Suresh Babu, Yash Kulkarni
While pre-trained Transformer models achieve high accuracy on in-domain sentiment classification, they frequently experience severe performance degradation when transferring to out…