Towards Better Understanding of In-Context Learning Ability from
In-Context Uncertainty Quantification

Towards Better Understanding of In-Context Learning Ability from In-Context Uncertainty Quantification

24 May 2024

Xiaocheng Li

Papers citing "Towards Better Understanding of In-Context Learning Ability from In-Context Uncertainty Quantification"

5 / 5 papers shown

Title
A Theoretical Survey on Foundation Models Shi Fu Yuzhu Chen Yingjie Wang Dacheng Tao 16 0 0 15 Oct 2024
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 59 15 0 14 Nov 2023
How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression? Jingfeng Wu Difan Zou Zixiang Chen Vladimir Braverman Quanquan Gu Peter L. Bartlett 104 48 0 12 Oct 2023
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 234 453 0 24 Sep 2022
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL Fengzhuo Zhang Boyi Liu Kaixin Wang Vincent Y. F. Tan Zhuoran Yang Zhaoran Wang OffRL LRM 21 6 0 20 Sep 2022