Is an Image Worth More than a Thousand Words? On the Fine-Grain Semantic Differences between Visual and Linguistic Representations. - Guillem Collell; Marie-Francine Moens (COLING, 2016)

Reviving Threshold-Moving: a Simple Plug-in Bagging Ensemble for Binary and Multiclass Imbalanced Data. - Guillem Collell; Drazen Prelec; Kaustubh R. Patil (CoRR, 2016)

Imagined Visual Representations as Multimodal Embeddings. - Guillem Collell; Ted Zhang; Marie-Francine Moens (AAAI, 2017)

Learning Visually Grounded Common Sense Spatial Knowledge for Implicit Spatial Language. - Guillem Collell; Marie-Francine Moens (COMMONSENSE, 2017)

Acquiring Common Sense Spatial Knowledge Through Implicit Spatial Templates. - Guillem Collell; Luc Van Gool; Marie-Francine Moens (AAAI, 2018)

Do Neural Network Cross-Modal Mappings Really Bridge Modalities? - Guillem Collell; Marie-Francine Moens (ACL (2), 2018)

A Genetic Algorithm for Combining Visual and Textual Embeddings Evaluated on Attribute Recognition. - Ruiqi Li; Guillem Collell; Marie-Francine Moens (SwissText, 2018)

A simple plug-in bagging ensemble based on threshold-moving for classifying binary and multiclass imbalanced data. - Guillem Collell; Drazen Prelec; Kaustubh R. Patil (Neurocomputing, 2018)

Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision. - Guillem Collell; Marie-Francine Moens (Trans. Assoc. Comput. Linguistics, 2018)

Decoding language spatial relations to 2D spatial arrangements. - Gorjan Radevski; Guillem Collell; Marie-Francine Moens; Tinne Tuytelaars (EMNLP (Findings), 2020)

Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding. - Thierry Deruyttere; Guillem Collell; Marie-Francine Moens (CoRR, 2020)

How Do Simple Transformations of Text and Image Features Impact Cosine-Based Semantic Match? - Guillem Collell; Marie-Francine Moens (ECIR (1), 2021)

Probing Spatial Clues: Canonical Spatial Templates for Object Relationship Understanding. - Guillem Collell; Thierry Deruyttere; Marie-Francine Moens (IEEE Access, 2021)

Visual and Affective Multimodal Models of Word Meaning in Language and Mind. - Simon De Deyne; Danielle J. Navarro; Guillem Collell; Andrew Perfors (Cogn. Sci., 2021)

Multi-Lingual Contextual Hate Speech Detection Using Transformer-Based Ensembles. - Maria Luisa Ripoll; Fadi Hassan; Joseph Attieh; Guillem Collell; Abdessalam Bouchekif (FIRE (Working Notes), 2022)

SeqL at SemEval-2022 Task 11: An Ensemble of Transformer Based Models for Complex Named Entity Recognition Task. - Fadi Hassan; Wondimagegnhue Tufa; Guillem Collell; Piek Vossen; Lisa Beinborn; Adrian Flanagan; Kuan Eeik Tan (SemEval@NAACL, 2022)

Low-Resource Dataset Synthetic Generation for Hate Speech Detection. - Adrian Giron-Jimenez; Guillem Collell; Fadi Hassan; Javier Huertas-Tato; David Camacho (WISE (PhD Symposium, Demos and Workshops), 2024)

Digital forgetting in large language models: a survey of unlearning methods. - Alberto Blanco-Justicia; Najeeb Jebreel; Benet Manzanares-Salor; David Sánchez 001; Josep Domingo-Ferrer; Guillem Collell; Kuan Eeik Tan (Artif. Intell. Rev., 2025)