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DiLBERT: Cheap Embeddings for Disease Related Medical NLP

Kevin Roitero, Beatrice Portelli, Mihai Horia Popescu, Vincenzo Della Mea
2021 IEEE Access  
To obtain a disease-related language model, we created a pre-training corpora starting from ICD-11 entities, and enriched them with documents selected by querying PubMed and Wikipedia with entity names  ...  In last few years Natural Language Processing (NLP) models has been shown to be effective in sentence-level tasks.  ...  National Center for Health Statistics, for having provided the death certificates data set.  ... 
doi:10.1109/access.2021.3131386 fatcat:dckasazw4bcq3b4mnc3ex56wda