Dataset · Hugging Face

rafmacalaba/data-use-mentions

Name: data-use-mentions
Creator: rafmacalaba
License: cc-by-4.0
Keywords: task_categories:token-classification, license:cc-by-4.0, size_categories:100K<n<1M, format:json, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, ner, span-extraction, data-mentions, economics

Data-use mentions (NER / span extraction) Data mentions extracted from World Bank Policy Research Working Papers and FCV documents, validated by a context-only LLM judge, and formatted for span-extraction (GLiNER / GLiNER2) and token-classification (LFM2.5-encoder) fine-tuning. Labels Three entity types (the judge's specificity axis): NAMED_DATA — a proper name, title, or acronym of a specific data source DESCRIPTIVE_DATA — a source described in words but not… See the full description on the dataset page: https://huggingface.co/datasets/rafmacalaba/data-use-mentions.

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Author / organization	rafmacalaba
License (as declared)	cc-by-4.0
Downloads	128 (as reported by Hugging Face)
Likes	0
Created	14 August 2026
Last updated at source	8 September 2026

nerspan-extractiondata-mentionseconomics

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