Dataset · Hugging Face

DFKI-SLT/DWIE

Name: DWIE
Creator: DFKI-SLT
License: other
Keywords: task_categories:feature-extraction, task_categories:text-classification, task_ids:entity-linking-classification, annotations_creators:expert-generated, language_creators:found, multilinguality:monolingual, source_datasets:original, language:en, license:other, size_categories:n<1K, format:parquet, modality:text, library:datasets, library:pandas, library:mlcroissant

Dataset Card for DWIE Dataset Summary DWIE (Deutsche Welle corpus for Information Extraction) is a new dataset for document-level multi-task Information Extraction (IE). It combines four main IE sub-tasks: 1.Named Entity Recognition: 23,130 entities classified in 311 multi-label entity types (tags). 2.Coreference Resolution: 43,373 entity mentions clustered in 23,130 entities. 3.Relation Extraction: 21,749 annotated relations between entities classified in… See the full description on the dataset page: https://huggingface.co/datasets/DFKI-SLT/DWIE.

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Author / organization	DFKI-SLT
License (as declared)	other
Downloads	141 (as reported by Hugging Face)
Likes	4
Created	27 March 2023
Last updated at source	15 May 2024

Named Entity Recognition, Coreference Resolution, Relation Extraction, Entity Linking

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