Glossary

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Self-Debiasing(also: Model Self-Debiasing, Autonomous Debiasing)

A class of techniques where AI systems, particularly large language models, are prompted or configured to identify and reduce their own biased outputs without external model modification or retraining. Self-debiasing approaches include prompting models to reflect on whether…

Situational Judgment Test(also: SJT, Situational Judgement Test)

A hiring assessment that presents candidates with hypothetical workplace scenarios and asks them to select the "best" and "worst" responses from a predefined multiple-choice list. SJTs assume a single correct behaviour per scenario, which can systematically disadvantage…

Speech Diversity(also: Diverse Speech, Non-Typical Speech)

The full range of ways human speech varies from the narrow 'typical' speech on which most speech-AI systems are trained and benchmarked. Speech diversity includes people who stutter, d/Deaf and Hard-of-Hearing speakers, people with dysarthria, aphasia, or other neurological…

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