Code-switching reduction on Arabic source code-switching (evaluation)
0.17CS Rate (ar→zh)SASFT_Reduce
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SASFT_ReduceModel=Qwen3-1.7B-Base2025.07 | 0.17 | 0 | 0 | |
| SASFT_EnhanceModel=Qwen3-1.7B-Base2025.07 | 0.26 | 0.17 | 0.09 | |
| SASFT_ReduceModel=Gemma-2-2B2025.07 | 0.61 | 0.26 | 0 | |
| SFT+GRPOModel=Qwen3-1.7B-Base2025.07 | 0.61 | 0.26 | 0.26 | |
| SFT+GRPOModel=Gemma-2-2B2025.07 | 0.79 | 0.61 | 0.09 | |
| SFT (Baseline)Model=Qwen3-1.7B-Base2025.07 | 1.04 | 0.26 | 0.26 | |
| SFT (Baseline)Model=Gemma-2-2B2025.07 | 1.14 | 1.22 | 0.17 | |
| SASFT_EnhanceModel=Gemma-2-2B2025.07 | 1.31 | 0.7 | 0 |