Executive Summary This work is a literature review on the task of closed-domain event extraction, a task within natural language processing (NLP) where the goal is to detect the presence of an event (an occurrence of an action or state change) and event-related information (known as arguments) and to return the event s...
Joanna Cameron Knight, Phil Swatton, Alex Hickey et al.· Alan Turing Institute Resear...· 0 citations
Executive Summary This work approaches the problem of selectively forgetting knowledge from a large language model (LLM) for the purposes of safety, copyright, security, or otherwise. Also known as machine unlearning, this entails training a model to forget certain elements of the dataset on which it was trained. Unlea...
Jack Dymond, Phil Swatton, Jack Roberts et al.· Alan Turing Institute Resear...· 0 citations
Executive Summary This work approaches the problem of selectively forgetting knowledge from a large language model (LLM) for the purposes of safety, copyright, security, or otherwise. Also known as machine unlearning, this entails training a model to forget certain elements of the dataset on which it was trained. Unlea...
Jack Dymond, Phil Swatton, Jack Roberts et al.· Alan Turing Institute Resear...· 0 citations
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