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Evidence record 746 · automatically gathered

NL2Scratch: An Executable Benchmark and Evaluation for Block-Based Programming

Block-based programming environments such as Scratch are widely used in early programming education, yet natural-language-to-code (NL2Code) research has focused primarily on text-based languages. Scratch programs are event-driven, visually compositional, and distributed across concurrent scripts, making conventional NL2Code assumptions and evaluation insufficient. We introduce NL2Scratch, an executable benchmark for natural-language-to-Scratch generation comprising 311,648 parser-valid NL--progr

Record details

Published: 20 June 2026
Source: arXiv
Category: Research
Topics: Children & education · Environment
Retrieved: 14 July 2026

source-onlyevidence status

These records share source-supplied organisations, an exact publisher byline, automatic topics or regions. The reason is shown on every link; related does not mean supporting, agreeing with or verifying this record.

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How to cite this record

ethics.ai (20 June 2026), “NL2Scratch: An Executable Benchmark and Evaluation for Block-Based Programming,” evidence record 746, https://ethics.ai/record/746 (originally published by arXiv).

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