Topic: large language models

TimeCapsule is a new method using a large language model to address the temporal bias in contemporary training data, making these models unreliable for historical contexts. The researchers developed TimeCapsule, a 1.2B-parameter model, to better handle historical sensemaking by reducing present-day concept encoding.

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