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In-context Learning and Gradient Descent Revisited
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In-context Learning and Gradient Descent Revisited

Gilad Deutch
Nadav Magar
Tomer Bar Natan
Guy Dar
ArXiv (abs)PDFHTML

Papers citing "In-context Learning and Gradient Descent Revisited"

6 / 6 papers shown
Title
Brewing Knowledge in Context: Distillation Perspectives on In-Context Learning
Brewing Knowledge in Context: Distillation Perspectives on In-Context Learning
Chengye Li
Haiyun Liu
Yuanxi Li
15
0
0
13 Jun 2025
Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations
Yuxin Dong
Jiachen Jiang
Zhihui Zhu
Xia Ning
23
0
0
10 Jun 2025
Counterfactual reasoning: an analysis of in-context emergence
Moritz Miller
Bernhard Schölkopf
Siyuan Guo
ReLMLRM
166
0
0
05 Jun 2025
The Role of Diversity in In-Context Learning for Large Language Models
The Role of Diversity in In-Context Learning for Large Language Models
Wenyang Xiao
Haoyu Zhao
Lingxiao Huang
90
0
0
26 May 2025
Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning
Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning
Shaobo Wang
Xiangqi Jin
Ziming Wang
Jinqiao Wang
Jingyun Zhang
...
Zichen Wen
Zhong Li
Zeang Sheng
Xuming Hu
Linfeng Zhang
SyDa
114
3
0
18 May 2025
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
150
1
0
16 May 2025

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