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Summary of The Methods and Resource Used by All Participating Teams in the Family History Information Extraction Task
| Type | Description |
|---|---|
| Methodology | CRF, Bidirectional LSTM-CRF, Bidirectional CNN-LSTM-CRF, Pattern |
| Word embedding |
GloVe: https://nlp.stanford.edu/projects/glove/ word2vec: |
| Part-of-speech | NLTK (Natural language toolkit), MedPost |
| Ontology/Lexicon | MeSH, Mayo Clinic website and UMLS embedding (https://github.com/clinicalml/embeddings) |
