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Pelican Soup Framework: A Theoretical Framework for Language Model Capabilities

v1v2 (latest)

Pelican Soup Framework: A Theoretical Framework for Language Model Capabilities

16 February 2024

Ting-Rui Chiang

ArXiv (abs)PDF HTML

Papers citing "Pelican Soup Framework: A Theoretical Framework for Language Model Capabilities"

2 / 2 papers shown

Deciphering the Factors Influencing the Efficacy of Chain-of-Thought:
Probability, Memorization, and Noisy Reasoning

Deciphering the Factors Influencing the Efficacy of Chain-of-Thought: Probability, Memorization, and Noisy Reasoning

Akshara Prabhakar

Thomas Griffiths

R. Thomas McCoy

271

30

0

01 Jul 2024

How In-Context Learning Emerges from Training on Unstructured Data: On
the Role of Co-Occurrence, Positional Information, and Noise Structures

How In-Context Learning Emerges from Training on Unstructured Data: On the Role of Co-Occurrence, Positional Information, and Noise Structures

Kevin Christian Wibisono

121

0

0

31 May 2024