most citedClosing the AI Accountability Gap: Defining an End-to-End Framework for Internal Algorithmic Auditing

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cs.CL2023

Contextualizing the Limits of Model & Evaluation Dataset Curation on Semantic Similarity Classification Tasks

Daniel Theron

This paper demonstrates how the limitations of pre-trained models and open evaluation datasets factor into assessing the performance of binary semantic similarity classification ta…