Fernando Martinez

schoolIBMbar_chart#9978 Global Rank

Total Papers

HCI Rank

#9978

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Years Active

Recent Publications

Better Together? An Evaluation of AI-Supported Code Translation

Generative machine learning models have recently been applied to source code, for use cases including translating code between programming languages, creating documentation from code, and auto-completing methods. Yet, state-of-the-art models often produce code that is erroneous or incomplete. In a controlled study wit…

IUI '215th+ AuthorGenerative AI (Text, Image, Music, Video) +2

Perfection Not Required? Human-AI Partnerships in Code Translation

Generative models have become adept at producing artifacts such as images, videos, and prose at human-like levels of proficiency. New generative techniques, such as unsupervised neural machine translation (NMT), have recently been applied to the task of generating source code, translating it from one programming langu…

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