Can pre-trained code embeddings improve model performance? Revisiting the use of code embeddings in software engineering tasks
Zishuo Ding, Heng Li, Weiyi Shang, Tse-Hsun Chen
Topics & Concepts
Computer scienceCode (set theory)EmbeddingGeneralizability theoryNatural language processingArtificial intelligenceWord embeddingDownstream (manufacturing)Context (archaeology)Source codeWord (group theory)Representation (politics)Machine learningProgramming languagePhilosophyStatisticsMathematicsSet (abstract data type)Operations managementLinguisticsLawPolitical sciencePoliticsEconomicsBiologyPaleontologySoftware Engineering ResearchSoftware Reliability and Analysis ResearchTopic Modeling