Delexicalized Word Embeddings for Cross-lingual Dependency Parsing. - Mathieu Dehouck; Pascal Denis (EACL (1), 2017)

A Framework for Understanding the Role of Morphology in Universal Dependency Parsing. - Mathieu Dehouck; Pascal Denis (EMNLP, 2018)

Modal sense classification with task-specific context embeddings. - Bo Li; Mathieu Dehouck; Pascal Denis (ESANN, 2019)

Phylogenic Multi-Lingual Dependency Parsing. - Mathieu Dehouck; Pascal Denis (NAACL-HLT (1), 2019)

Multi-Lingual Dependency Parsing: Word Representation and Joint Training for Syntactic Analysis. (Parsing en Dépendances Multilingue: Représentation de Mots et Apprentissage Joint pour l'Analyse Syntaxique). - Mathieu Dehouck (2019)

Data Augmentation via Subtree Swapping for Dependency Parsing of Low-Resource Languages. - Mathieu Dehouck; Carlos Gómez-Rodríguez (COLING, 2020)

Efficient EUD Parsing. - Mathieu Dehouck; Mark Anderson 005; Carlos Gómez-Rodríguez (IWPT 2020, 2020)

A Falta de Pan, Buenas Son Tortas: The Efficacy of Predicted UPOS Tags for Low Resource UD Parsing. - Mark Anderson 005; Mathieu Dehouck; Carlos Gómez-Rodríguez (CoRR, 2021)

Challenging the "One Single Vector per Token" Assumption. - Mathieu Dehouck (CoNLL, 2023)

Rule-based Approaches to the Automatic Generation of Puns Based on Given Names in French. - Mathieu Dehouck; Marine Delaborde (COLING Workshops, 2025)