A Legal-BERT pipeline classifies definition paragraphs in the U.S. Code, reporting 98.2% F1, but term and scope extraction are not separately evaluated.
Available: http://uscode.house.gov/
1 Pith paper cite this work. Polarity classification is still indexing.
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Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
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Transformer-Based Extraction of Statutory Definitions from the U.S. Code
A Legal-BERT pipeline classifies definition paragraphs in the U.S. Code, reporting 98.2% F1, but term and scope extraction are not separately evaluated.