OntoValidate: OntoNotes 5.0 NER validation dataset
收藏DataCite Commons2025-07-30 更新2026-05-04 收录
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https://mostwiedzy.pl/en/open-research-data/ontovalidate-ontonotes-5-0-ner-validation-dataset,20250730220512469261-0
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资源简介：
OntoValidate dataset consists of 603 randomly chosen raw textsfrom the original OntoNote 5.0 dataset (3637 raw texts in total).
All raw texts are split into 13 subsets. Each subset was manuallyannotated with named entities by at least 10 people. Each annotator followed the official annotation guidelines (OntoNotes Named Entity Guidelines VERSION 14.0)that are distributed together with the OntoNotes 5.0 dataset.
The OntoValidate dataset allows for a comparison of how different peopleunderstand the named entity recognition task. On the other hand, it also gave ussome insights about the precision of annotation guidelines itself.
Format
Each directory of the OntoValidate dataset represents a separate annotator.The first number in the directory name is the sequence number of the subset, the second isthe sequence number of the annotator. Each directory contains the JSON files that containthe annotations in spaCy JSON format.
All annotations were created using the NER Text Annotator tool (https://tecoholic.github.io/ner-annotator/).
提供机构：
Gdańsk University of Technology
创建时间：
2025-07-30
