19 citations · 71 across the 35 of their papers we have counts for
3 papers · 1 filter
StructSim: Measuring Idea Similarity at Scale Through Structural Representation
Yaqing Yang, Yaqing yang, Vikram Mohanty +4
Measuring idea similarity is fundamental to creativity evaluation, especially as LLMs enable idea generation at increasing scale. However, text embeddings collapse an idea into a s…
ProteinJEPA: Latent prediction improves protein language model pretraining
Dan Ofer, Dafna Shahaf, Michal Linial
Protein language models are trained primarily with masked language modeling (MLM), which predicts masked amino-acid identities. Joint-embedding predictive architectures (JEPA) inst…
LLMs versus the Halting Problem: Characterizing Program Termination Reasoning
Oren Sultan, Jordi Armengol-Estape, Pascal Kesseli +4
Determining whether a program terminates is a central problem in computer science. Turing's Halting Problem established termination as undecidable, showing that no algorithm can un…