A noisy label and negative sample robust loss function for DNN-based distant supervised relation extraction
Lihui Deng, Bo Yang, Zhongfeng Kang, Shantian Yang, WU Shi-hu
Topics & Concepts
Computer scienceArtificial intelligenceRelationship extractionFunction (biology)Class (philosophy)Pattern recognition (psychology)Relation (database)Machine learningNoisy dataConstruct (python library)Sample (material)Data miningInformation extractionChemistryBiologyProgramming languageEvolutionary biologyChromatographyText and Document Classification TechnologiesMachine Learning and Data ClassificationImbalanced Data Classification Techniques