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#intrinsic dimensionality

Effective Reasoning Chains Reduce Intrinsic Dimensionality

Archiki Prasad, Mandar Joshi et al.Feb 9arXiv

The paper asks a simple question: which kind of step-by-step reasoning helps small language models learn best, and why?

#intrinsic dimensionality#chain-of-thought#LoRA

KV-Embedding: Training-free Text Embedding via Internal KV Re-routing in Decoder-only LLMs

Yixuan Tang, Yi YangJan 3arXiv

This paper shows how to get strong text embeddings from decoder-only language models without any training.

#text embeddings#decoder-only LLMs#causal attention