31 citations · 32 across the 3 of their papers we have counts for
3 papers
Perplexed: Understanding When Large Language Models are Confused
Nathan Cooper, Torsten Scholak
Large Language Models (LLMs) have become dominant in the Natural Language Processing (NLP) field causing a huge surge in progress in a short amount of time. However, their limitati…
Towards Neural Functional Program Evaluation
Torsten Scholak, Jonathan Pilault, Joey Velez-Ginorio
This paper explores the capabilities of current transformer-based language models for program evaluation of simple functional programming languages. We introduce a new program gene…
The Spectral Backbone of Excitation Transport in Ultra-Cold Rydberg Gases
Torsten Scholak, Thomas Wellens, Andreas Buchleitner
The spectral structure underlying excitonic energy transfer in ultra-cold Rydberg gases is studied numerically, in the framework of random matrix theory, and via self-consistent di…