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Toward Understanding In-context vs. In-weight Learning

Toward Understanding In-context vs. In-weight Learning

30 October 2024
Bryan Chan
Xinyi Chen
András Gyorgy
Dale Schuurmans
ArXivPDFHTML

Papers citing "Toward Understanding In-context vs. In-weight Learning"

4 / 4 papers shown
Title
Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context Learning
Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context Learning
Jingcheng Niu
Subhabrata Dutta
Ahmed Elshabrawy
Harish Tayyar Madabushi
Iryna Gurevych
19
0
0
16 May 2025
Strategy Coopetition Explains the Emergence and Transience of In-Context Learning
Aaditya K. Singh
Ted Moskovitz
Sara Dragutinovic
Felix Hill
Stephanie C. Y. Chan
Andrew Saxe
145
0
0
07 Mar 2025
General Reasoning Requires Learning to Reason from the Get-go
General Reasoning Requires Learning to Reason from the Get-go
Seungwook Han
Jyothish Pari
Samuel J. Gershman
Pulkit Agrawal
LRM
157
0
0
26 Feb 2025
Training Dynamics of In-Context Learning in Linear Attention
Yedi Zhang
Aaditya K. Singh
Peter E. Latham
Andrew Saxe
MLT
64
1
0
28 Jan 2025
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