Papers with CJ-Eval
CodeJudge-Eval: Can Large Language Models be Good Judges in Code Understanding? (2025.coling-main)
Copied to clipboard
| Challenge: | Recent advances in large language models (LLMs) have showcased impressive code generation capabilities, primarily evaluated through language-to-code benchmarks. |
| Approach: | They propose a benchmark to assess LLMs’ code understanding abilities from the perspective of code judging rather than code generation. |
| Outcome: | The proposed benchmark evaluates 12 well-known large language models to determine the correctness of provided code solutions. |