Semantic Interpretability of Convolutional Neural Networks by Taxonomy Extraction. - Vitor A. C. Horta; Robin Sobczyk; Maarten C. Stol; Alessandra Mileo (NeSy, 2023)

Metric-Learning Encoding Models Identify Processing Profiles of Linguistic Features in BERT's Representations. - Louis Jalouzot; Robin Sobczyk; Bastien Lhopitallier; Jeanne Salle; Nur Geffen Lan; Emmanuel Chemla; Yair Lakretz (CoRR, 2024)

A Neural Model for Word Repetition. - Daniel Dager; Robin Sobczyk; Emmanuel Chemla; Yair Lakretz (CoRR, 2025)