2 papers
cs.AI2026
The Efficiency Attenuation Phenomenon: A Computational Challenge to the Language of Thought Hypothesis
Di Zhang
This paper computationally investigates whether thought requires a language-like format, as posited by the Language of Thought (LoT) hypothesis. We introduce the ``AI Private Langu…
cs.AI2024
Evaluating Readability and Faithfulness of Concept-based Explanations
Meng Li, Haoran Jin, Ruixuan Huang +5
With the growing popularity of general-purpose Large Language Models (LLMs), comes a need for more global explanations of model behaviors. Concept-based explanations arise as a pro…