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2020 – today
- 2024
[i5]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 abs/2404.02062 (2024)- 2022
- [c10]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: 552-562 - [c9]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: 1583-1592 - 2021
- [j4]Guillem Collell, Thierry Deruyttere, Marie-Francine Moens:
Probing Spatial Clues: Canonical Spatial Templates for Object Relationship Understanding. IEEE Access 9: 134298-134318 (2021) - [j3]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) - [c8]Guillem Collell, Marie-Francine Moens:
How Do Simple Transformations of Text and Image Features Impact Cosine-Based Semantic Match? ECIR (1) 2021: 98-114 - 2020
- [c7]Gorjan Radevski, Guillem Collell, Marie-Francine Moens, Tinne Tuytelaars:
Decoding language spatial relations to 2D spatial arrangements. EMNLP (Findings) 2020: 4549-4560 - [i4]Thierry Deruyttere, Guillem Collell, Marie-Francine Moens:
Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding. CoRR abs/2003.08717 (2020)
2010 – 2019
- 2018
- [j2]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: 330-340 (2018) - [j1]Guillem Collell, Marie-Francine Moens:
Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision. Trans. Assoc. Comput. Linguistics 6: 133-144 (2018) - [c6]Guillem Collell, Luc Van Gool, Marie-Francine Moens:
Acquiring Common Sense Spatial Knowledge Through Implicit Spatial Templates. AAAI 2018: 6765-6772 - [c5]Guillem Collell, Marie-Francine Moens:
Do Neural Network Cross-Modal Mappings Really Bridge Modalities? ACL (2) 2018: 462-468 - [c4]Ruiqi Li, Guillem Collell, Marie-Francine Moens:
A Genetic Algorithm for Combining Visual and Textual Embeddings Evaluated on Attribute Recognition. SwissText 2018: 58-65 - [i3]Guillem Collell, Marie-Francine Moens:
Do Neural Network Cross-Modal Mappings Really Bridge Modalities? CoRR abs/1805.07616 (2018) - 2017
- [c3]Guillem Collell, Ted Zhang, Marie-Francine Moens:
Imagined Visual Representations as Multimodal Embeddings. AAAI 2017: 4378-4384 - [c2]Guillem Collell, Marie-Francine Moens:
Learning Visually Grounded Common Sense Spatial Knowledge for Implicit Spatial Language. COMMONSENSE 2017 - [i2]Guillem Collell, Luc Van Gool, Marie-Francine Moens:
Acquiring Common Sense Spatial Knowledge through Implicit Spatial Templates. CoRR abs/1711.06821 (2017) - 2016
- [c1]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: 2807-2817 - [i1]Guillem Collell, Drazen Prelec, Kaustubh R. Patil:
Reviving Threshold-Moving: a Simple Plug-in Bagging Ensemble for Binary and Multiclass Imbalanced Data. CoRR abs/1606.08698 (2016)
Coauthor Index
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