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.
Similarity measure of time series based on angle-distance penalized metric dynamic time warping.Scientific Reports
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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.