Guillem Collell

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Spatial Knowledge

Visual Representations

Class Imbalance

Top Venues

Publications

Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares-Salor, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan
Digital Forgetting in Large Language Models: A Survey of Unlearning Methods. CoRR (2024)
Maria Luisa Ripoll, Fadi Hassan, Joseph Attieh, Guillem Collell, Abdessalam Bouchekif
Multi-Lingual Contextual Hate Speech Detection Using Transformer-Based Ensembles. FIRE (Working Notes) (2022)
Fadi Hassan, Wondimagegnhue Tufa, Guillem Collell, Piek Vossen, Lisa Beinborn, Adrian Flanagan, Kuan Eeik Tan
SeqL at SemEval-2022 Task 11: An Ensemble of Transformer Based Models for Complex Named Entity Recognition Task. SemEval@NAACL (2022)
Guillem Collell, Marie-Francine Moens
How Do Simple Transformations of Text and Image Features Impact Cosine-Based Semantic Match? ECIR (1) (2021)
Guillem Collell, Thierry Deruyttere, Marie-Francine Moens
Probing Spatial Clues: Canonical Spatial Templates for Object Relationship Understanding. IEEE Access 9 (2021)
Simon De Deyne, Danielle J. Navarro, Guillem Collell, Andrew Perfors
Visual and Affective Multimodal Models of Word Meaning in Language and Mind. Cogn. Sci. 45 (1) (2021)
Gorjan Radevski, Guillem Collell, Marie-Francine Moens, Tinne Tuytelaars
Decoding language spatial relations to 2D spatial arrangements. EMNLP (Findings) (2020)
Thierry Deruyttere, Guillem Collell, Marie-Francine Moens
Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding. CoRR (2020)
Guillem Collell, Drazen Prelec, Kaustubh R. Patil
A simple plug-in bagging ensemble based on threshold-moving for classifying binary and multiclass imbalanced data. Neurocomputing 275 (2018)
Ruiqi Li, Guillem Collell, Marie-Francine Moens
A Genetic Algorithm for Combining Visual and Textual Embeddings Evaluated on Attribute Recognition. SwissText (2018)
Guillem Collell, Marie-Francine Moens
Do Neural Network Cross-Modal Mappings Really Bridge Modalities? CoRR (2018)
Guillem Collell, Luc Van Gool, Marie-Francine Moens
Acquiring Common Sense Spatial Knowledge Through Implicit Spatial Templates. AAAI (2018)
Guillem Collell, Marie-Francine Moens
Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision. Trans. Assoc. Comput. Linguistics 6 (2018)
Guillem Collell, Marie-Francine Moens
Do Neural Network Cross-Modal Mappings Really Bridge Modalities? ACL (2) (2018)
Guillem Collell, Luc Van Gool, Marie-Francine Moens
Acquiring Common Sense Spatial Knowledge through Implicit Spatial Templates. CoRR (2017)
Guillem Collell, Marie-Francine Moens
Learning Visually Grounded Common Sense Spatial Knowledge for Implicit Spatial Language. COMMONSENSE (2017)
Guillem Collell, Ted Zhang, Marie-Francine Moens
Imagined Visual Representations as Multimodal Embeddings. AAAI (2017)
Guillem Collell, Drazen Prelec, Kaustubh R. Patil
Reviving Threshold-Moving: a Simple Plug-in Bagging Ensemble for Binary and Multiclass Imbalanced Data. CoRR (2016)
Guillem Collell, Marie-Francine Moens
Is an Image Worth More than a Thousand Words? On the Fine-Grain Semantic Differences between Visual and Linguistic Representations. COLING (2016)