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Applicability of static retrieval and error correction beyond MVU-style TypeScript

Ascertain the applicability of the proposed static retrieval and error-correction methods to a broader range of TypeScript programming styles beyond MVU, characterizing where and how these techniques generalize across common TypeScript codebases.

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Background

MVUBench was transliterated from Hazel to TypeScript to evaluate the approach in a high-resource language. Although MVU is used in TypeScript ecosystems, the suite reflects one specific design style.

The authors explicitly note uncertainty regarding how well their methods apply to other prevalent TypeScript programming styles, raising a broader generalization question that requires further empirical paper.

References

Our TypeScript MVUBench is a very close translation of the Hazel code; although the MVU paradigm is in use in the TypeScript world, there is a question as to the applicability of these methods to a broader range of TypeScript programming styles.

— Statically Contextualizing Large Language Models with Typed Holes (2409.00921 - Blinn et al., 2 Sep 2024) in Section “Threats to Validity”