Kartik Talamadupula

schoolIBMbar_chart#5592 Global Rank

Total Papers

HCI Rank

#5592

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Years Active

Recent Publications

Investigating Explainability of Generative Models for Code through Scenario-based Design

What does it mean for a generative AI model to be explainable? The emergent discipline of explainable AI (XAI) has made great strides in helping people understand discriminative models. Less attention has been paid to generative models that produce artifacts, rather than decisions, as output. Meanwhile, generative AI…

IUI '225th+ AuthorGenerative AI (Text, Image, Music, Video) +1

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 '21CorrespondingGenerative 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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