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Does Representation Matter? Exploring Intermediate Layers in Large
  Language Models

Does Representation Matter? Exploring Intermediate Layers in Large Language Models

12 December 2024
Oscar Skean
Md Rifat Arefin
Yann LeCun
Ravid Shwartz-Ziv
ArXivPDFHTML

Papers citing "Does Representation Matter? Exploring Intermediate Layers in Large Language Models"

3 / 3 papers shown
Title
Defending against Indirect Prompt Injection by Instruction Detection
Defending against Indirect Prompt Injection by Instruction Detection
Tongyu Wen
Chenglong Wang
Xiyuan Yang
Haoyu Tang
Yueqi Xie
Lingjuan Lyu
Zhicheng Dou
Fangzhao Wu
AAML
34
0
0
08 May 2025
The Representation and Recall of Interwoven Structured Knowledge in LLMs: A Geometric and Layered Analysis
The Representation and Recall of Interwoven Structured Knowledge in LLMs: A Geometric and Layered Analysis
Ge Lei
Samuel J. Cooper
KELM
51
0
0
15 Feb 2025
Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning
Seq-VCR: Preventing Collapse in Intermediate Transformer Representations for Enhanced Reasoning
Md Rifat Arefin
G. Subbaraj
Nicolas Angelard-Gontier
Yann LeCun
Irina Rish
Ravid Shwartz-Ziv
C. Pal
LRM
225
0
0
04 Nov 2024
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