Papers with BRAT
Bratly: A Python Extension for BRAT Functionalities (2025.emnlp-demos)
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| Challenge: | BRAT is a widely used web-based text annotation tool, but lacks robust Python support for effective annotation management and processing. |
| Approach: | They propose an open-source extension of BRAT that introduces a solid Python backend and enables advanced annotation functions such as annotation typings, collection typings with statistical insights, corpus and annotation handling, object modifications, and entity-level evaluation. |
| Outcome: | The proposed extension streamlines annotation workflows, improves usability, and facilitates high-quality NLP research. |
Introducing RONEC - the Romanian Named Entity Corpus (2020.lrec-1)
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| Challenge: | Named Entity Corpus is a free, open-source resource that contains annotated named entities in copy-right free text. |
| Approach: | They present RONEC - the Named Entity Corpus for the Romanian language . it contains over 26000 entities in 5000 annotated sentences belonging to 16 classes . |
| Outcome: | The free, open-source resource contains over 26000 entities in 5000 annotated sentences, belonging to 16 distinct classes. |