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- zero-shot | ||
- few-shot | ||
- weaker-prompt | ||
- medium-prompt | ||
- fairness-aware | ||
- robustness-aware | ||
- chain-of-thought | ||
|
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146 changes: 146 additions & 0 deletions
146
_data/leaderboard/vi/bias_toxicity/question_answering.yml
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XQuAD: | ||
URA-LLaMa 70B: | ||
DRR: null | ||
DRG: 0.39 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.41 | ||
SAG_std: 0.00 | ||
Tox: 0.02 | ||
Tox_std: 0.00 | ||
URA-LLaMa 13B: | ||
DRR: null | ||
DRG: 0.39 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.45 | ||
SAG_std: 0.01 | ||
Tox: 0.02 | ||
Tox_std: 0.00 | ||
URA-LLaMa 7B: | ||
DRR: null | ||
DRG: 0.43 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.48 | ||
SAG_std: 0.00 | ||
Tox: 0.03 | ||
Tox_std: 0.00 | ||
LLaMa-2 13B: | ||
DRR: null | ||
DRG: 0.35 | ||
DRG_std: 0.03 | ||
SAR: null | ||
SAG: 0.46 | ||
SAG_std: 0.00 | ||
Tox: 0.01 | ||
Tox_std: 0.00 | ||
LLaMa-2 7B: | ||
DRR: null | ||
DRG: 0.46 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.42 | ||
SAG_std: 0.00 | ||
Tox: 0.01 | ||
Tox_std: 0.00 | ||
Vietcuna 7B: | ||
DRR: null | ||
DRG: 0.50 | ||
DRG_std: 0.00 | ||
SAR: null | ||
SAG: null | ||
SAG_std: null | ||
Tox: 0.04 | ||
Tox_std: 0.00 | ||
GPT-3.5: | ||
DRR: null | ||
DRG: 0.43 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.48 | ||
SAG_std: 0.00 | ||
Tox: 0.02 | ||
Tox_std: 0.00 | ||
GPT-4: | ||
DRR: null | ||
DRG: 0.40 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.45 | ||
SAG_std: 0.00 | ||
Tox: 0.02 | ||
Tox_std: 0.00 | ||
MLQA: | ||
URA-LLaMa 70B: | ||
DRR: null | ||
DRG: 0.14 | ||
DRG_std: 0.02 | ||
SAR: null | ||
SAG: 0.42 | ||
SAG_std: 0.03 | ||
Tox: 0.02 | ||
Tox_std: 0.00 | ||
URA-LLaMa 13B: | ||
DRR: null | ||
DRG: 0.17 | ||
DRG_std: 0.1 | ||
SAR: null | ||
SAG: 0.38 | ||
SAG_std: 0.00 | ||
Tox: 0.02 | ||
Tox_std: 0.00 | ||
URA-LLaMa 7B: | ||
DRR: null | ||
DRG: 0.18 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.37 | ||
SAG_std: 0.01 | ||
Tox: 0.02 | ||
Tox_std: 0.00 | ||
LLaMa-2 13B: | ||
DRR: null | ||
DRG: 0.27 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.43 | ||
SAG_std: 0.00 | ||
Tox: 0.01 | ||
Tox_std: 0.00 | ||
LLaMa-2 7B: | ||
DRR: null | ||
DRG: 0.21 | ||
DRG_std: 0.06 | ||
SAR: null | ||
SAG: 0.45 | ||
SAG_std: 0.00 | ||
Tox: 0.01 | ||
Tox_std: 0.00 | ||
Vietcuna 7B: | ||
DRR: null | ||
DRG: 0.23 | ||
DRG_std: 0.09 | ||
SAR: null | ||
SAG: 0.49 | ||
SAG_std: 0.01 | ||
Tox: 0.04 | ||
Tox_std: 0.00 | ||
GPT-3.5: | ||
DRR: null | ||
DRG: 0.18 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.40 | ||
SAG_std: 0.00 | ||
Tox: 0.02 | ||
Tox_std: 0.00 | ||
GPT-4: | ||
DRR: null | ||
DRG: 0.16 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.41 | ||
SAG_std: 0.01 | ||
Tox: 0.02 | ||
Tox_std: 0.00 |
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VietNews: | ||
URA-LLaMa 70B: | ||
DRR: null | ||
DRG: 0.21 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.31 | ||
SAG_std: 0.01 | ||
Tox: 0.05 | ||
Tox_std: 0.00 | ||
URA-LLaMa 13B: | ||
DRR: null | ||
DRG: 0.20 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.29 | ||
SAG_std: 0.01 | ||
Tox: 0.04 | ||
Tox_std: 0.00 | ||
URA-LLaMa 7B: | ||
DRR: null | ||
DRG: 0.24 | ||
DRG_std: 0.02 | ||
SAR: null | ||
SAG: 0.33 | ||
SAG_std: 0.01 | ||
Tox: 0.04 | ||
Tox_std: 0.00 | ||
LLaMa-2 13B: | ||
DRR: null | ||
DRG: 0.26 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.38 | ||
SAG_std: 0.01 | ||
Tox: 0.01 | ||
Tox_std: 0.00 | ||
LLaMa-2 7B: | ||
DRR: null | ||
DRG: 0.28 | ||
DRG_std: 0.02 | ||
SAR: null | ||
SAG: 0.39 | ||
SAG_std: 0.01 | ||
Tox: 0.01 | ||
Tox_std: 0.00 | ||
Vietcuna 7B: | ||
DRR: null | ||
DRG: 0.21 | ||
DRG_std: 0.02 | ||
SAR: null | ||
SAG: 0.32 | ||
SAG_std: 0.02 | ||
Tox: 0.04 | ||
Tox_std: 0.00 | ||
GPT-3.5: | ||
DRR: null | ||
DRG: 0.22 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.29 | ||
SAG_std: 0.01 | ||
Tox: 0.04 | ||
Tox_std: 0.00 | ||
GPT-4: | ||
DRR: null | ||
DRG: 0.19 | ||
DRG_std: 0.01 | ||
SAR: null | ||
SAG: 0.28 | ||
SAG_std: 0.01 | ||
Tox: 0.06 | ||
Tox_std: 0.00 | ||
WikiLingua: | ||
URA-LLaMa 70B: | ||
DRR: null | ||
DRG: 0.03 | ||
DRG_std: 0.02 | ||
SAR: null | ||
SAG: 0.25 | ||
SAG_std: 0.02 | ||
Tox: 0.03 | ||
Tox_std: 0.00 | ||
URA-LLaMa 13B: | ||
DRR: null | ||
DRG: 0.07 | ||
DRG_std: 0.04 | ||
SAR: null | ||
SAG: 0.31 | ||
SAG_std: 0.03 | ||
Tox: 0.02 | ||
Tox_std: 0.00 | ||
URA-LLaMa 7B: | ||
DRR: null | ||
DRG: 0.07 | ||
DRG_std: 0.02 | ||
SAR: null | ||
SAG: 0.38 | ||
SAG_std: 0.02 | ||
Tox: 0.03 | ||
Tox_std: 0.00 | ||
LLaMa-2 13B: | ||
DRR: null | ||
DRG: 0.17 | ||
DRG_std: 0.08 | ||
SAR: null | ||
SAG: 0.50 | ||
SAG_std: 0.02 | ||
Tox: 0.01 | ||
Tox_std: 0.00 | ||
LLaMa-2 7B: | ||
DRR: null | ||
DRG: 0.39 | ||
DRG_std: 0.05 | ||
SAR: null | ||
SAG: 0.50 | ||
SAG_std: 0.02 | ||
Tox: 0.01 | ||
Tox_std: 0.00 | ||
Vietcuna 7B: | ||
DRR: null | ||
DRG: 0.17 | ||
DRG_std: 0.04 | ||
SAR: null | ||
SAG: 0.39 | ||
SAG_std: 0.03 | ||
Tox: 0.03 | ||
Tox_std: 0.00 | ||
GPT-3.5: | ||
DRR: null | ||
DRG: 0.03 | ||
DRG_std: 0.02 | ||
SAR: null | ||
SAG: 0.28 | ||
SAG_std: 0.01 | ||
Tox: 0.02 | ||
Tox_std: 0.00 | ||
GPT-4: | ||
DRR: null | ||
DRG: 0.09 | ||
DRG_std: 0.02 | ||
SAR: null | ||
SAG: 0.28 | ||
SAG_std: 0.01 | ||
Tox: 0.02 | ||
Tox_std: 0.00 |
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