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1. BiasPMI BiasPMI Public

   On the Interpretability and Significance of Bias Metrics in Texts: a PMI-based Approach (Valentini et al., ACL 2023)

   Jupyter Notebook 2

2. EmbeddingsFrequency EmbeddingsFrequency Public

   Investigating the Frequency Distortion of Word Embeddings and Its Impact on Bias Metrics (Valentini et al., Findings EMNLP 2023)

   Jupyter Notebook 1

3. EmbeddingsBiasFrequency EmbeddingsBiasFrequency Public

   The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings (Valentini et al., Findings 2022)

   Python

4. mimic-mortality mimic-mortality Public

   Anomaly detection and 7-day mortality prediction with MIMIC-III database

   R

5. misc-notebooks misc-notebooks Public

   Notebooks about stuff

   Jupyter Notebook 1