2 papers
math.OC2026
Cognitive Training for Language Models: Towards General Capabilities via Cross-Entropy Games
Clément Hongler, Franck Gabriel, Valentin Hartmann +2
Defining a constructive process to build general capabilities for language models in an automatic manner is considered an open problem in artificial intelligence. Towards this, we…
cs.AI2025
Cross-Entropy Games for Language Models: From Implicit Knowledge to General Capability Measures
Clément Hongler, Andrew Emil
Large Language Models (LLMs) define probability measures on text. By considering the implicit knowledge question of what it means for an LLM to know such a measure and what it enta…