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Anlai Zhou

2 accepted papers

2024

Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning

ACL 2024findings

In-context learning (ICL) has emerged as a powerful tool for enhancing large language models (LLMs) in addressing downstream tasks. In this paper, we explore the vital task of example selection in ICL by mimicking the human learning process. We propose a Chain-of-Quizzes (CoQ) framework inspired by…

2024

Latent Learningscape Guided In-context Learning

ACL 2024findings

The growing interest in leveraging large language models is driven by their exceptional imitation and reasoning capabilities. In-context learning (ICL), a streamlined method, has shown potential in boosting these models’ performance without modifying their underlying parameters, especially when supp…