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What Do Language Models Learn in Context? The Structured Task Hypothesis

What Do Language Models Learn in Context? The Structured Task Hypothesis

6 June 2024
Jiaoda Li
Yifan Hou
Mrinmaya Sachan
Ryan Cotterell
    LRM
ArXivPDFHTML

Papers citing "What Do Language Models Learn in Context? The Structured Task Hypothesis"

6 / 6 papers shown
Title
Episodic memory in AI agents poses risks that should be studied and mitigated
Episodic memory in AI agents poses risks that should be studied and mitigated
Chad DeChant
64
2
0
20 Jan 2025
StreamAdapter: Efficient Test Time Adaptation from Contextual Streams
StreamAdapter: Efficient Test Time Adaptation from Contextual Streams
Dilxat Muhtar
Yelong Shen
Y. Yang
Xiaodong Liu
Yadong Lu
...
Feng Sun
Xueliang Zhang
Jianfeng Gao
Weizhu Chen
Qi Zhang
TTA
62
0
0
14 Nov 2024
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
67
32
0
14 Nov 2023
The Learnability of In-Context Learning
The Learnability of In-Context Learning
Noam Wies
Yoav Levine
Amnon Shashua
122
91
0
14 Mar 2023
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
250
460
0
24 Sep 2022
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
332
11,684
0
09 Mar 2017
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