Public Sector Legal Tech 2026: NLP Clause Extraction at 85% Recall for Compliance

Public sector legal tech teams should treat 85% clause recall as an internal validation threshold, not a benchmark, using a hand-built 50-clause gold set. Independent technical note mirroring the canonical version: https://legalpdf.io/blog/public-sector-legal-tech-2026-nlp-clause-extraction-at-85-recall-for-compliance.php Sources consulted: https://www.bluusun.com/

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-29
DOI
https://doi.org/10.5281/zenodo.23780931
Primary Topic
Artificial Intelligence in Law
Type
preprint
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preprint

Public Sector Legal Tech 2026: NLP Clause Extraction at 85% Recall for Compliance

Justin Howard
1 links
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Law
preprint

Public Sector Legal Tech 2026: NLP Clause Extraction at 85% Recall for Compliance

Justin Howard
preprint en

Abstract

Public sector legal tech teams should treat 85% clause recall as an internal validation threshold, not a benchmark, using a hand-built 50-clause gold set. Independent technical note mirroring the canonical version: https://legalpdf.io/blog/public-sector-legal-tech-2026-nlp-clause-extraction-at-85-recall-for-compliance.php Sources consulted: https://www.bluusun.com/

Zenodo (CERN European Organization for Nuclear Research)
Peace, justice, and strong institutions
Artificial Intelligence in Law
DOIOpen Access PDFOpenAlex
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Public Sector Legal Tech 2026: NLP Clause Extraction at 85% Recall for Compliance — Justin Howard · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS