2 papers
cs.LG2026
PRISM: PRIor from corpus Statistics for topic Modeling
Tal Ishon, Yoav Goldberg, Uri Shaham
Topic modeling seeks to uncover latent semantic structure in text, with LDA providing a foundational probabilistic framework. While recent methods often incorporate external knowle…
cs.LG2025
Efficient Decoding Methods for Language Models on Encrypted Data
Matan Avitan, Moran Baruch, Nir Drucker +2
Large language models (LLMs) power modern AI applications, but processing sensitive data on untrusted servers raises privacy concerns. Homomorphic encryption (HE) enables computati…