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A Closer Look at In-Context Learning under Distribution Shifts

A Closer Look at In-Context Learning under Distribution Shifts

26 May 2023
Kartik Ahuja
David Lopez-Paz
ArXivPDFHTML

Papers citing "A Closer Look at In-Context Learning under Distribution Shifts"

4 / 4 papers shown
Title
In-context Learning in Presence of Spurious Correlations
In-context Learning in Presence of Spurious Correlations
Hrayr Harutyunyan
R. Darbinyan
Samvel Karapetyan
Hrant Khachatrian
LRM
35
1
0
04 Oct 2024
Positional Information Matters for Invariant In-Context Learning: A Case
  Study of Simple Function Classes
Positional Information Matters for Invariant In-Context Learning: A Case Study of Simple Function Classes
Yongqiang Chen
Binghui Xie
Kaiwen Zhou
Bo Han
Yatao Bian
James Cheng
27
2
0
30 Nov 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
100
45
0
11 Oct 2022
In-context Learning and Induction Heads
In-context Learning and Induction Heads
Catherine Olsson
Nelson Elhage
Neel Nanda
Nicholas Joseph
Nova Dassarma
...
Tom B. Brown
Jack Clark
Jared Kaplan
Sam McCandlish
C. Olah
240
456
0
24 Sep 2022
1