Concept Fields model text corpora as local Gaussian drift fields in embedding space to score sentence transitions for hallucination detection and novelty via standardized deviation.
Gomez, Łukasz Kaiser, and Illia Polosukhin
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Text Corpora as Concept Fields: Black-Box Hallucination and Novelty Measurement
Concept Fields model text corpora as local Gaussian drift fields in embedding space to score sentence transitions for hallucination detection and novelty via standardized deviation.