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Arjun Radhakrishna

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Explainable Program Synthesis by Localizing SpecificationsOOPSLA 20232023-10-23
Introduces subspecifications that summarize what a subexpression must satisfy given a global spec, provides a two stage algorithm that constructs then…
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Trace-Guided Inductive Synthesis of Recursive Functional ProgramsPLDI 20232023-06-17
A method augments program search with explicit recursion traces and a new version space algebra that represents pairs of traces and programs under angelic…
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FlashFill++: Scaling Programming by Example by Cutting to the ChasePOPL 20232023-01-15
FlashFill++ introduces cut functions, guarded DSLs, and middle-out synthesis to scale programming-by-example to a large DSL with date/time and numeric…
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Overwatch: Learning Patterns in Code Edit SequencesOOPSLA 20222022-12-05
Overwatch learns recurring edit sequences from IDE session traces by building fine-grained edit graphs, summarizing them into an edit quotient graph…
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APIfix: Output-Oriented Program Synthesis for Combating Breaking Changes in LibrariesOOPSLA 20212021-10-17
APIFix uses output-oriented synthesis to infer API-adaptation edits by mining human edits plus existing updated-library usages, then performs provenance…
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Multi-modal Program Inference: a Marriage of Pre-trained Language Models and Component-based SynthesOOPSLA 20212021-10-17
NLX combines GPT-3 candidates with a component-based synthesizer to turn ambiguous English plus examples into precise code. It targets regexes and CSS…
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Feedback-Driven Semi-supervised Synthesis of Program TransformationsOOPSLA 20202020-11-15
Semi-supervised synthesis combines input-output examples with extra unlabeled inputs (cursor locations and mined candidates) and uses anti-unification modulo…
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Structure Interpretation of Text FormatsOOPSLA 20202020-11-15
An extensible program-synthesis system called Unravel framework learns sequences of parametrized parsing rules (Regex-Split, Delimiter-Split, String-Split…
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