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#source code analysis
2 resultscs.LG2019
Tree-Transformer: A Transformer-Based Method for Correction of Tree-Structured Data
Jacob Harer, Chris Reale, Peter Chin
The paper introduces the Tree-Transformer, a neural architecture that processes and translates tree-structured data, and demonstrates its effectiveness for grammar correction in so…
#tree-structured data#transformer architecture#grammar correction#source code analysis
cs.LG2019
Git Blame Who?: Stylistic Authorship Attribution of Small, Incomplete Source Code Fragments
Edwin Dauber, Aylin Caliskan, Richard Harang +4
The paper presents a method for attributing authorship of short, incomplete source code fragments by aggregating classification probabilities across multiple samples, achieving nea…
#authorship attribution#source code analysis#privacy#ensemble classification