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The dynamic interplay between in-context and in-weight learning in humans and neural networks

The dynamic interplay between in-context and in-weight learning in humans and neural networks

13 February 2024
Jacob Russin
Ellie Pavlick
Michael J. Frank
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Papers citing "The dynamic interplay between in-context and in-weight learning in humans and neural networks"

3 / 3 papers shown
Title
The Transient Nature of Emergent In-Context Learning in Transformers
The Transient Nature of Emergent In-Context Learning in Transformers
Aaditya K. Singh
Stephanie C. Y. Chan
Ted Moskovitz
Erin Grant
Andrew M. Saxe
Felix Hill
62
31
0
14 Nov 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck
Varun Chandrasekaran
Ronen Eldan
J. Gehrke
Eric Horvitz
...
Scott M. Lundberg
Harsha Nori
Hamid Palangi
Marco Tulio Ribeiro
Yi Zhang
ELM
AI4MH
AI4CE
ALM
209
2,232
0
22 Mar 2023
Transformers generalize differently from information stored in context
  vs in weights
Transformers generalize differently from information stored in context vs in weights
Stephanie C. Y. Chan
Ishita Dasgupta
Junkyung Kim
D. Kumaran
Andrew Kyle Lampinen
Felix Hill
98
45
0
11 Oct 2022
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