Clément Longeac’s French Oncology NLP Lab Notebook

Field notes

The portfolio describes DEMNE/DuraXeLL as a staged clinical-NLP pipeline rather than a single-model system: rules handle straightforward entities, a CRF resolves sequence context, and DrBERT-7GB handles domain-heavy cases before an LLM arbitration pass. Its stated scope is French oncology text, with three corpora and seven priority biomarker categories. The author presents the work alongside an ESIEE Paris engineering path and plans for biomedical-AI doctoral research.