35 citations · 38 across the 4 of their papers we have counts for
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cs.LG2024★ 1 cited
Dual Operating Modes of In-Context Learning
Ziqian Lin, Kangwook Lee
In-context learning (ICL) exhibits dual operating modes: task learning, i.e., acquiring a new skill from in-context samples, and task retrieval, i.e., locating and activating a rel…
cs.LG2022★ 35 cited
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks
Tuan Dinh, Yuchen Zeng, Ruisu Zhang +6
Fine-tuning pretrained language models (LMs) without making any architectural changes has become a norm for learning various language downstream tasks. However, for non-language do…