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Text Corpora as Concept Fields: Providing Explainable Groundedness

Kersting, Nicholas S. et al.
arXiv (All) · Papers
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artificial-intelligencecomputation-and-languagecomputers-and-society
We introduce the \textbf{Concept Field} of a text corpus: a local drift field with pointwise uncertainty, estimated in sentence-embedding space from the deltas between consecutive sentences. Given a candidate sentence transition, we score its agreement with the field by $ζ$, the mean absolute z-dist
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