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cs.LG2026
Latent Semantic Manifolds in Large Language Models
Mohamed A. Mabrok
Large Language Models (LLMs) perform internal computations in continuous vector spaces yet produce discrete tokens -- a fundamental mismatch whose geometric consequences remain poo…
cs.LG2025
Controllability Analysis of State Space-based Language Model
Mohamed Mabrok, Yalda Zafari
State-space models (SSMs), particularly Mamba, have become powerful architectures for sequence modeling, yet their internal dynamics remain poorly understood compared to attention-…