Probing the Decision Boundaries of In-context Learning in Large Language Models

17 June 2024

Papers citing "Probing the Decision Boundaries of In-context Learning in Large Language Models"

5 / 5 papers shown

Title
Vector-ICL: In-context Learning with Continuous Vector Representations Yufan Zhuang Chandan Singh Liyuan Liu Jingbo Shang Jianfeng Gao 52 3 0 21 Feb 2025
Premise Order Matters in Reasoning with Large Language Models Xinyun Chen Ryan A. Chi Xuezhi Wang Denny Zhou ReLM LRM 33 26 0 14 Feb 2024
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 107 48 0 12 Oct 2023
The Learnability of In-Context Learning Noam Wies Yoav Levine Amnon Shashua 108 89 0 14 Mar 2023
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 220 3,054 0 23 Jan 2020