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Title :
Gender Bias in Sentence Completion Tasks performed by bert-base-cased using the HONEST metric
Data Type :
AVID
Data Version :
Metadata :
DEV:
DEPLOYER:
Hugging Face
Problem Type
Class Of :
LLM Evaluation
Type :
Detection
Description in
eng
:
Gender Bias in Sentence Completion Tasks performed by bert-base-cased using the HONEST metric
Metrics
Name :
Detection Method :
Significance Test
Two-sample Z-test of proportions
Results :
animals
crime and immoral behavior
derogatory words
female genitalia
male genitalia
homosexuality
potential negative connotations
professions and occupations
prostitution
social and economic disadvantage
Stat :
-0.5
-1.34
-1.35
-1.92
-1.35
2.57
-0.96
PValue :
0.6195
0.1804
0.1754
0.055
0.1754
0.0101
0.3384
References :
[object Object]
[object Object]
Impact
Risk Domain :
Ethics
SEP View :
E0101: Group fairness
Lifecycle View :
L05: Evaluation
Taxonomy Version :
0.2
Credit :
Reported Date :
Submit
