induce-regexes-prompting-then-refine-against-failed-matches TEC-0047 · proposedInduce regexes by prompting, then refine against failed matc
Prompt an LLM to write a regex from example spans, run it over the examples, and feed the mismatches back for iterative pattern revision.
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
Prompt an LLM to write a regex from example spans, run it over the examples, and feed the mismatches back for iterative pattern revision. Filed by the drafting stage from From Examples to Patterns: LLM-Generated Regular Expressions for Entity Extraction in Czech Clinical Texts (zelina-2024-llm-regex-czech-clinical) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Extraction performance on Czech clinical notes compared against state-of-the-art genetic-programming regex induction, varying the number of examples; the abstract reports outperformance but no numbers.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
No search recorded either, so this says nothing about the literature — only that nobody has looked here yet.
Code
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Sources
Whether a technique works is a claim. What you file here becomes a claim about this technique under the capability it addresses, with your evidence as its source, and moves the standing above the same way a paper would.