Data pre-processing. Pre-processing steps taken with the count-based, skip-gram, and transformers vectors.

<p>Data pre-processing. Pre-processing steps taken with the count-based, skip-gram, and transformers vectors.</p>

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Bibliographic Details
Main Author:	Sam Rickman (20989156) (author)
Other Authors:	Jose-Luis Fernandez (20989159) (author), Juliette Malley (10335108) (author)
Published:	2025
Subjects:	Ecology Sociology Science Policy Environmental Sciences not elsewhere classified Biological Sciences not elsewhere classified natural language processing assessed construct validity 1 million free social inclusion services publicly funded long initial care assessment using recent advances text case notes sentence indicating loneliness div >< p >< sub xmlns based models — case notes term care older long based estimates yet data unseen sentences unlike surveys understanding patterns trained embeddings test set term matrices strong predictor source version social isolation service use nlp ), london council living alone independent variables impaired memory identify loneliness generated predictions full dataset f </ expected characteristics enabling development approximately 43 administrative data
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