Open-weight language models, including a 0.6B-parameter model, reach higher field-level citation-parsing accuracy than GROBID and Crossref search, with the small model succeeding within 64 sampled attempts.
Building an annotated corpus for automatic metadata extraction from multilingual journal article references
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Citation Parsing and Analysis with Language Models
Open-weight language models, including a 0.6B-parameter model, reach higher field-level citation-parsing accuracy than GROBID and Crossref search, with the small model succeeding within 64 sampled attempts.