Datasets and models for medical concept normalization (MCN) in English and German. Results of Bachelor Thesis about MCN using BERT / SBERT.
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May 10, 2025 - Jupyter Notebook
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smm4h
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Code for my submission to the Shared Task of the 2018 workshop on Social Media Mining for Health Applications
python nlp natural-language-processing deep-learning tweets text-classification word-embeddings keras emnlp bidirectional-lstm medication jupyer-notebook shared-task pretrained-embedding emnlp2018 smm4h
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Mar 1, 2019 - Jupyter Notebook
T5-based systems developed for the Social Media Mining for Health (SMM4H) 2022 Shared Task.
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Oct 19, 2022 - Jupyter Notebook
Code of systems submitted for Task 5 of Social Media Mining for Health Applications (#SMM4H) Shared Task 2020
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Mar 19, 2021 - Python
ACL 2026 SMM4H-HeaRD shared-task submission: Multilingual ADE Detection (Task 1) and Query-Augmented Clinical NER (Task 8).
named-entity-recognition shared-task adverse-drug-reaction smm4h clinical-nlp multilingual-nlp acl2026-
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Jul 10, 2026 - Jupyter Notebook
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