2 papers
cs.CL2025
Token embeddings violate the manifold hypothesis
Michael Robinson, Sourya Dey, Tony Chiang
A full understanding of the behavior of a large language model (LLM) requires our grasp of its input token space. If this space differs from our assumptions, our comprehension of a…
cs.LG2025
Assessing Generative Models for Structured Data
Reilly Cannon, Nicolette M. Laird, Caesar Vazquez +3
Synthetic tabular data generation has emerged as a promising method to address limited data availability and privacy concerns. With the sharp increase in the performance of large l…