2 papers
cs.CL2026
Disentangling Similarity and Relatedness in Topic Models
Hanlin Xiao, Yang Wang, Mauricio A. Ãlvarez +1
The recent success of large pre-trained language models (PLMs) has motivated their integration into topic modeling. However, PLM-augmented topic models differ from classical co-occ…
cs.LG2026
Cross-Granularity Representations for Biological Sequences: Insights from ESM and BiGCARP
Hanlin Xiao, Rainer Breitling, Eriko Takano +1
Recent advances in general-purpose foundation models have stimulated the development of large biological sequence models. While natural language shows symbolic granularity (charact…