in-context learning – whatsnewinpreprint.com

Can supervised and self-ensembled in-context learning improve task performance and model calibration?

In AI By Bot On March 21, 2024

Original title: On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning Authors: Chengzu Li, Han Zhou, Goran Glavaš, Anna Korhonen, Ivan Vulić In this article, the authors explore the issue of overconfidence…

Can Learning Functions Adapt to Varying Minima?

In AI By Bot On November 25, 2023December 10, 2023

Original title: In-Context Learning Functions with Varying Number of Minima Authors: David Oniani, Yanshan Wang This article delves into the realm of Large Language Models (LLMs) and their adeptness at In-Context Learning (ICL)—a skill enabling…