- Pre-trained Language Models in Biomedical Domain: A Systematic Survey
2021/10/11 by Benyou Wang, Wang, Benyou, Qianqian Xie +10 · 35 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Artificial intelligence #Biomedical Text Mining and Ontologies #Biomedical text mining #Computation and Language (cs.CL) #Computer science #Data science #Domain (mathematical analysis) #FOS: Computer and information sciences #Health care #Health informatics #Linguistics #Natural language processing #Terminology #Text mining #Topic Modeling
- SciFive: a text-to-text transformer model for biomedical literature
2021/05/28 by Long Phan, Long N. Phan, James Anibal +14 · 94 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Mathematics · #Artificial Intelligence (cs.AI) #Artificial intelligence #Biomedical Text Mining and Ontologies #Biomedical text mining #Computation and Language (cs.CL) #Computer science #Data mining #Domain (mathematical analysis) #Engineering #FOS: Computer and information sciences #Inference #Information extraction #Language model #Machine Learning (cs.LG) #Mathematics #Natural Language Processing Techniques #Natural language processing #Question answering #Relation (database) #Relationship extraction #Text generation #Text mining #Topic Modeling #Transformer #cs.AI #cs.CL #cs.LG
- Mayo clinical Text Analysis and Knowledge Extraction System (cTAKES): architecture, component evaluation and applications
2010/09/01 by Guergana K Savova, Guergana Savova, James J Masanz +9 · 2,030 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial intelligence #Biomedical Text Mining and Ontologies #Biomedical text mining #Component (thermodynamics) #Computer science #Domain (mathematical analysis) #Information extraction #Information retrieval #Natural Language Processing Techniques #Natural language #Natural language processing #Negation #Open source #Parsing #Programming language #Semantic analysis (machine learning) #Sentence #Software #Text mining #Topic Modeling