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NoCode-bench: A Benchmark for Evaluating Natural Language-Driven Feature Addition
Le Deng, Zhonghao Jiang, Jialun Cao, Michael Pradel, Zhongxin Liu
https://arxiv.org/abs/2507.18130

NoCode-bench: A Benchmark for Evaluating Natural Language-Driven Feature Addition
Natural language-driven no-code development allows users to specify software functionality using natural language (NL) instead of editing source code, promising increased productivity and democratized development. Large language models (LLMs) show potential in enabling this paradigm. In this context, software documentation acts as an NL specification for functionality. This work introduces NoCode-bench, a benchmark designed to evaluate LLMs on real-world NL-driven feature addition tasks, consis…