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bias metric

8 papers

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Co-occurring keywords · papers mentioning both

word embedding (4) gender bia (3) pre-trained language model (2) robustness analysis (1) silhouette analysis (1) metric accuracy (1) contextual embedding (1) automatic evaluation (1) contextualized embedding (1) hate speech detection (1)

Papers

MM-JudgeBias: A Benchmark for Evaluating Compositional Biases in MLLM-as-a-Judge ACL 2026 Do Prevalent Bias Metrics Capture Allocational Harms from LLMs? NAACL 2025 An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models ACL 2023 An Empirical Study on the Fairness of Pre-trained Word Embeddings NAACL 2022 Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models NAACL 2022 The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings EMNLP 2022 Bias Silhouette Analysis: Towards Assessing the Quality of Bias Metrics for Word Embedding Models IJCAI 2021 Intrinsic Bias Metrics Do Not Correlate with Application Bias ACL 2021