ConceptTask Recognition / TR

Task Recognition

Task recognition is the first stage of in-context learning. It determines, from the examples or instructions, the type of task to be performed and relies on semantic cues of the task type.

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Nov 2

The mechanism of in-context learning (ICL) can be decomposed into two stages: task recognition (TR) and task learning (TL).

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All Facts (1)

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The mechanism of in-context learning (ICL) can be decomposed into two stages: task recognition (TR) and task learning (TL).

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Source Articles

Task Vectors Can Be Linearly Decomposed into Interpretable Components for Precise LLM ControlNov 2