3 results for "state space models"
ARXIV.ORG
Ulterior Motives: Detecting Misaligned Reasoning in Continuous Thought Models
Chain-of-Thought (CoT) reasoning has emerged as a key technique for eliciting complex reasoning in Large Language Models (LLMs). Although interpretable, its dependence on natural language limits the m…
ARXIV CS.AI
The Randomness Floor: Measuring Intrinsic Non-Randomness in Language Model Token Distributions
Language models cannot be random. This paper introduces Entropic Deviation (ED), the normalised KL divergence between a model's token distribution and the uniform distribution, and measures it systema…
ARXIV CS.AI
ParkingScenes: A Structured Dataset for End-to-End Autonomous Parking in Simulation Scenes
Autonomous parking remains a critical yet challenging task in intelligent driving systems, particularly within constrained urban environments where maneuvering space is limited and precise control is …