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.
- Keep the new second sentence very close to the original wording and avoid broad paraphrases, extra details, or a no-op copy
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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.