Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts
Lütfi Kerem Şenel, Furkan Şahi̇nuç, Veysel Yücesoy, Hinrich Schütze, Tolga Çukur, Aykut Koç
Topics & Concepts
EmbeddingWord (group theory)Word embeddingDimension (graph theory)InterpretabilityComputer scienceTask (project management)Space (punctuation)Natural language processingArtificial intelligenceVector spaceDomain (mathematical analysis)Theoretical computer scienceMathematicsPure mathematicsEconomicsGeometryOperating systemMathematical analysisManagementTopic ModelingNatural Language Processing TechniquesComputational and Text Analysis Methods