Improving Biomedical Pretrained Language Models with Knowledge
Zheng Yuan, Yijia Liu, Chuanqi Tan, Songfang Huang, Fei Huang
Abstract
Pretrained language models have shown success in many natural language processing tasks.
Topics & Concepts
Unified Medical Language SystemComputer scienceNatural language processingRelationship extractionBenchmark (surveying)Artificial intelligenceNamed-entity recognitionEntity linkingLanguage modelRelation (database)Representation (politics)Knowledge baseDomain (mathematical analysis)Natural languageEncoding (memory)Variety (cybernetics)Question answeringInformation retrievalInformation extractionData miningTask (project management)LawPolitical scienceGeographyEconomicsPoliticsMathematical analysisManagementMathematicsGeodesyTopic ModelingBiomedical Text Mining and OntologiesNatural Language Processing Techniques