Guillem Collell

21 papers A* 2B 1Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Digital forgetting in large language models: a survey of unlearning methods.
Artif. Intell. Rev.
Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares-Salor, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan
2024 J jnl
Digital Forgetting in Large Language Models: A Survey of Unlearning Methods.
CoRR
Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares-Salor, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan
2024 — conf
Low-Resource Dataset Synthetic Generation for Hate Speech Detection.
WISE (PhD Symposium, Demos and Workshops)
Adrian Giron-Jimenez, Guillem Collell, Fadi Hassan, Javier Huertas-Tato, David Camacho
2022 — conf
Multi-Lingual Contextual Hate Speech Detection Using Transformer-Based Ensembles.
FIRE (Working Notes)
Maria Luisa Ripoll, Fadi Hassan, Joseph Attieh, Guillem Collell, Abdessalam Bouchekif
2022 — conf
SeqL at SemEval-2022 Task 11: An Ensemble of Transformer Based Models for Complex Named Entity Recognition Task.
SemEval@NAACL
Fadi Hassan, Wondimagegnhue Tufa, Guillem Collell, Piek Vossen, Lisa Beinborn, Adrian Flanagan, Kuan Eeik Tan
2021 — conf
How Do Simple Transformations of Text and Image Features Impact Cosine-Based Semantic Match?
ECIR (1)
Guillem Collell, Marie-Francine Moens
2021 J jnl
Probing Spatial Clues: Canonical Spatial Templates for Object Relationship Understanding.
IEEE Access
Guillem Collell, Thierry Deruyttere, Marie-Francine Moens
2021 J jnl
Visual and Affective Multimodal Models of Word Meaning in Language and Mind.
Cogn. Sci.
Simon De Deyne, Danielle J. Navarro, Guillem Collell, Andrew Perfors
2020 — conf
Decoding language spatial relations to 2D spatial arrangements.
EMNLP (Findings)
Gorjan Radevski, Guillem Collell, Marie-Francine Moens, Tinne Tuytelaars
2020 J jnl
Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding.
CoRR
Thierry Deruyttere, Guillem Collell, Marie-Francine Moens
2018 — conf
A Genetic Algorithm for Combining Visual and Textual Embeddings Evaluated on Attribute Recognition.
SwissText
Ruiqi Li, Guillem Collell, Marie-Francine Moens
2018 J jnl
A simple plug-in bagging ensemble based on threshold-moving for classifying binary and multiclass imbalanced data.
Neurocomputing
Guillem Collell, Drazen Prelec, Kaustubh R. Patil
2018 A* conf
Acquiring Common Sense Spatial Knowledge Through Implicit Spatial Templates.
AAAI
Guillem Collell, Luc Van Gool, Marie-Francine Moens
2018 — conf
Do Neural Network Cross-Modal Mappings Really Bridge Modalities?
ACL (2)
Guillem Collell, Marie-Francine Moens
2018 J jnl
Do Neural Network Cross-Modal Mappings Really Bridge Modalities?
CoRR
Guillem Collell, Marie-Francine Moens
2018 J jnl
Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision.
Trans. Assoc. Comput. Linguistics
Guillem Collell, Marie-Francine Moens
2017 J jnl
Acquiring Common Sense Spatial Knowledge through Implicit Spatial Templates.
CoRR
Guillem Collell, Luc Van Gool, Marie-Francine Moens
2017 A* conf
Imagined Visual Representations as Multimodal Embeddings.
AAAI
Guillem Collell, Ted Zhang, Marie-Francine Moens
2017 — conf
Learning Visually Grounded Common Sense Spatial Knowledge for Implicit Spatial Language.
COMMONSENSE
Guillem Collell, Marie-Francine Moens
2016 B conf
Is an Image Worth More than a Thousand Words? On the Fine-Grain Semantic Differences between Visual and Linguistic Representations.
COLING
Guillem Collell, Marie-Francine Moens
2016 J jnl
Reviving Threshold-Moving: a Simple Plug-in Bagging Ensemble for Binary and Multiclass Imbalanced Data.
CoRR
Guillem Collell, Drazen Prelec, Kaustubh R. Patil