2 papers
cs.LG2026
LEMON-ZEST: Evolution-Informed Tokenization for Efficient Protein Language Modeling
Biswajit Banerjee, Claudia Alvarez Carreno, Anton S. Petrov
Protein Language Models (PLMs) have made remarkable progress following scaling laws established in natural language processing across sequence- and structure-based tasks, yet the p…
astro-ph.IM2025
Foundation Models for Astrobiology: Paper I -- Workshop and Overview
Ryan Felton, Caleb Scharf, Stuart Bartlett +18
Advances in machine learning over the past decade have resulted in a proliferation of algorithmic applications for encoding, characterizing, and acting on complex data that may con…