Deterministic Parsing
A method of extracting fields from documents using rules, regular expressions, template matching or structured parsers, as opposed to relying on language model generation. It emphasizes predictability and reliability.
Timeline (last 90 days)
gharasathi's approach puts deterministic parsing first, with the model only responsible for explaining the structured results that parsing produces.
Deterministic parsing uses rules, regular expressions, template matching or structured-format parsers to extract fields from bills; its advantages are reproducible, auditable results with zero hallucination, and its drawback is fragility when facing documents with variable formats and poor scan quality.
All Facts (2)
gharasathi's approach puts deterministic parsing first, with the model only responsible for explaining the structured results that parsing produces.
50%UnverifiedDeterministic parsing uses rules, regular expressions, template matching or structured-format parsers to extract fields from bills; its advantages are reproducible, auditable results with zero hallucination, and its drawback is fragility when facing documents with variable formats and poor scan quality.
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