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Notes on fairness in ai
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Bias Analysis of L2 Speaking Assessment Systems Using Concept Activation Vectors
Researchers analyze the fairness and interpretability of two automatic speaking assessment systems using Concept Activation Vectors (CAVs). They find that the recoverability and sensitivity to certain concepts depend…
Prompt Injection in Automated Résumé Screening with Large Language Models: Single and Multi-Injection Settings
The research investigates the impact of 'prompt injection' on automated resume screening using large language models (LLMs). Prompt injection refers to strategic manipulation in text to influence LLM evaluations. The…
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