| language: code | |
| tags: | |
| - code | |
| - classification | |
| - human-vs-machine | |
| base_model: microsoft/unixcoder-base | |
| # Human vs Machine Code Classifier | |
| Fine-tuned **microsoft/unixcoder-base** for SemEval-2026 Task 13 Subtask A. | |
| | Label | Meaning | | |
| |-------|---------| | |
| | 0 | Human-written code | | |
| | 1 | Machine-generated code | | |
| ## Usage | |
| ```python | |
| from transformers import pipeline | |
| clf = pipeline("text-classification", model="letheviet/sem-eval-2026-task-13-subtask-a-unixcoder-code-detector") | |
| print(clf("def add(a, b): return a + b")) | |
| ``` | |