Gender Controlled Generation on InclusiveGender Feminine
0.06Gendered Terms per Response (M)Gender Neuron Masking (Ours)
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Gender Neuron Masking (Ours)Base Model=Qwen 2.52026.05 | 0.06 | 2.18 | 0.32 | 0.22 | 8.15 | 1.2 | -0.04 | 0.17 | -0.09 | |
| BaselineBase Model=Qwen 2.52026.05 | 0.07 | 2.1 | 0.34 | 0.26 | 7.98 | 1.29 | — | — | — | |
| sNeuron-TSTBase Model=Qwen 2.52026.05 | 0.1 | 2.27 | 1.86 | 0.18 | 4.18 | 3.43 | -0.09 | -3.8 | 2.14 | |
| LAPEBase Model=Qwen 2.52026.05 | 0.14 | 1.75 | 0.67 | 0.33 | 3.98 | 1.52 | 0.07 | -4 | 0.23 | |
| LAPEBase Model=Qwen 2.52026.05 | 0.15 | 0.96 | 0.65 | 0.31 | 1.95 | 1.32 | -0.06 | -1.83 | 0.13 | |
| BaselineBase Model=Qwen 2.52026.05 | 0.16 | 1.19 | 0.46 | 0.54 | 4.06 | 1.57 | — | — | — | |
| Gender Neuron Masking (Ours)Base Model=Qwen 2.52026.05 | 0.16 | 1.22 | 0.45 | 0.53 | 4.12 | 1.52 | -0.01 | 0.07 | -0.05 | |
| sNeuron-TSTBase Model=Qwen 2.52026.05 | 0.2 | 1.14 | 0.43 | 0.39 | 2.24 | 0.85 | 0.02 | -1.53 | -0.34 |