A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution. - Judicael Poumay; Ashwin Ittoo (EMNLP (Findings), 2021)

Using Meaning Instead of Words to Track Topics. - Judicael Poumay; Ashwin Ittoo (NLDB, 2022)

Evaluating Unsupervised Hierarchical Topic Models Using a Labeled Dataset. - Judicael Poumay; Ashwin Ittoo (RANLP, 2023)

HTMOT: Hierarchical Topic Modelling over Time. - Judicael Poumay; Ashwin Ittoo (RANLP, 2023)

Neuropsychology of AI: Relationship Between Activation Proximity and Categorical Proximity Within Neural Categories of Synthetic Cognition. - Michèle Pichat; Enola Campoli; William Pogrund; Jourdan Wilson; Michael Veillet-Guillem; Anton Melkozerov; Paloma Pichat; Armanouche Gasparian; Samuel Demarchi; Judicael Poumay (CoRR, 2024)

Neuropsychology and Explainability of AI: A Distributional Approach to the Relationship Between Activation Similarity of Neural Categories in Synthetic Cognition. - Michèle Pichat; Enola Campoli; William Pogrund; Jourdan Wilson; Michael Veillet-Guillem; Anton Melkozerov; Paloma Pichat; Armanouche Gasparian; Samuel Demarchi; Judicael Poumay (CoRR, 2024)

Polysemy of Synthetic Neurons Towards a New Type of Explanatory Categorical Vector Spaces. - Michael Pichat; William Pogrund; Paloma Pichat; Judicael Poumay; Armanouche Gasparian; Samuel Demarchi; Martin Corbet; Alois Georgeon; Michael Veillet-Guillem (CoRR, 2025)