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20242026
most citedIs Functional Correctness Enough to Evaluate Code Language Models? Exploring Diversity of Generated Codes

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cs.SE2025

How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code

Seonghyeon Lee, Heejae Chon, Joonwon Jang +2

Language models (LMs) have exhibited impressive abilities in generating code from natural language requirements. In this work, we highlight the diversity of code generated by LMs a…