Enhancing Semantic Code Search with Deep Graph Matching

The job of discovering appropriate code snippets against a natural language query is an important task for software developers. Appropriate code retrieval increases software productivity and quality as well. In contrast to traditional information retrieval techniques, code search necessitates bridgi...

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Veröffentlicht in:	IEEE access 2023-01, Vol.11, p.1-1
Hauptverfasser:	Bibi, Nazia, Maqbool, Ayesha, Rana, Tauseef, Afzal, Farkhanda, Akgul, Ali, El Din, Sayed M.
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Codes Codesearchnet Deep neural networks Fragments GNN Graph matching Graph neural networks Information retrieval Natural language Natural language processing Programming languages Queries Query languages recommendation system Searching semantic matching Semantics Similarity Software Software development Source code source code reuse source code selection Source coding STEM Task analysis User requirements
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