Dataset · Hugging Face

DFKI-SLT/tacred

Name: tacred
Creator: DFKI-SLT
License: other
Keywords: task_categories:text-classification, task_ids:multi-class-classification, annotations_creators:crowdsourced, annotations_creators:expert-generated, language_creators:found, multilinguality:monolingual, source_datasets:extended|other, language:en, license:other, size_categories:100K<n<1M, arxiv:2104.08398, region:us, relation extraction

TACRED is a large-scale relation extraction dataset with 106,264 examples built over newswire and web text from the corpus used in the yearly TAC Knowledge Base Population (TAC KBP) challenges. Examples in TACRED cover 41 relation types as used in the TAC KBP challenges (e.g., per:schools_attended and org:members) or are labeled as no_relation if no defined relation is held. These examples are created by combining available human annotations from the TAC KBP challenges and crowdsourcing. Please see our EMNLP paper, or our EMNLP slides for full details. Note: There is currently a label-correcte

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Author / organization	DFKI-SLT
License (as declared)	other
Downloads	318 (as reported by Hugging Face)
Likes	9
Created	28 September 2022
Last updated at source	16 October 2024

relation extraction

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