Papers by Jamil Zaghir
FRASIMED: A Clinical French Annotated Resource Produced through Crosslingual BERT-Based Annotation Projection (2024.lrec-main)
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Jamil Zaghir, Mina Bjelogrlic, Jean-Philippe Goldman, Soukaïna Aananou, Christophe Gaudet-Blavignac, Christian Lovis
| Challenge: | Existing methods for generating annotations for large datasets are time-consuming and resource-intensive. |
| Approach: | They propose a method for generating translated versions of annotated datasets through crosslingual annotation projection. |
| Outcome: | The proposed method shows that it is efficient and high-quality in the resulting dataset. |
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. |