On the interpretation and significance of bias metrics in texts: a PMI-based approach. - Francisco Valentini; Germán Rosati; Damián E. Blasi; Diego Fernández Slezak; Edgar Altszyler (CoRR, 2021)

The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings. - Francisco Valentini; Germán Rosati; Diego Fernández Slezak; Edgar Altszyler (EMNLP (Findings), 2022)

The Dependence on Frequency of Word Embedding Similarity Measures. - Francisco Valentini; Diego Fernández Slezak; Edgar Altszyler (CoRR, 2022)

On the Interpretability and Significance of Bias Metrics in Texts: a PMI-based Approach. - Francisco Valentini; Germán Rosati; Damián E. Blasi; Diego Fernández Slezak; Edgar Altszyler (ACL (2), 2023)

Investigating the Frequency Distortion of Word Embeddings and Its Impact on Bias Metrics. - Francisco Valentini; Juan Sosa; Diego Fernández Slezak; Edgar Altszyler (EMNLP (Findings), 2023)

MessIRve: A Large-Scale Spanish Information Retrieval Dataset. - Francisco Valentini; Viviana Cotik; Damián Ariel Furman; Ivan Bercovich; Edgar Altszyler; Juan Manuel Pérez (CoRR, 2024)

CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents. - Francisco Valentini; Diego Kozlowski; Vincent Larivière (CoRR, 2025)