Search Results for author: Fengyuan Hu

Found 2 papers, 2 papers with code

Efficient In-Context Learning in Vision-Language Models for Egocentric Videos

1 code implementation28 Nov 2023 Keunwoo Peter Yu, Zheyuan Zhang, Fengyuan Hu, Joyce Chai

Recent advancements in text-only large language models (LLMs) have highlighted the benefit of in-context learning for adapting to new tasks with a few demonstrations.

In-Context Learning

From Heuristic to Analytic: Cognitively Motivated Strategies for Coherent Physical Commonsense Reasoning

1 code implementation24 Oct 2023 Zheyuan Zhang, Shane Storks, Fengyuan Hu, Sungryull Sohn, Moontae Lee, Honglak Lee, Joyce Chai

We incorporate these interlinked dual processes in fine-tuning and in-context learning with PLMs, applying them to two language understanding tasks that require coherent physical commonsense reasoning.

In-Context Learning Physical Commonsense Reasoning

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