Guillem Collell

According to our database, Guillem Collell authored at least 16 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Multi-Lingual Contextual Hate Speech Detection Using Transformer-Based Ensembles.

Maria Luisa Ripoll, Fadi Hassan, Joseph Attieh, Guillem Collell, Abdessalam Bouchekif

Proceedings of the Working Notes of FIRE 2022, 2022

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

Probing Spatial Clues: Canonical Spatial Templates for Object Relationship Understanding.

Guillem Collell, Thierry Deruyttere, Marie-Francine Moens

IEEE Access, 2021

How Do Simple Transformations of Text and Image Features Impact Cosine-Based Semantic Match?

Guillem Collell, Marie-Francine Moens

Proceedings of the Advances in Information Retrieval, 2021

2020

Giving Commands to a Self-driving Car: A Multimodal Reasoner for Visual Grounding.

Thierry Deruyttere, Guillem Collell, Marie-Francine Moens

CoRR, 2020

Decoding language spatial relations to 2D spatial arrangements.

Gorjan Radevski, Guillem Collell, Marie-Francine Moens, Tinne Tuytelaars

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2018

Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision.

Guillem Collell, Marie-Francine Moens

Trans. Assoc. Comput. Linguistics, 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

A Genetic Algorithm for Combining Visual and Textual Embeddings Evaluated on Attribute Recognition.

Ruiqi Li, Guillem Collell, Marie-Francine Moens

Proceedings of the 3rd Swiss Text Analytics Conference, SwissText 2018, Winterthur, 2018

Do Neural Network Cross-Modal Mappings Really Bridge Modalities?

Guillem Collell, Marie-Francine Moens

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

Acquiring Common Sense Spatial Knowledge Through Implicit Spatial Templates.

Guillem Collell, Luc Van Gool, Marie-Francine Moens

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Learning Visually Grounded Common Sense Spatial Knowledge for Implicit Spatial Language.

Guillem Collell, Marie-Francine Moens

Proceedings of the Thirteenth International Symposium on Commonsense Reasoning, 2017

Imagined Visual Representations as Multimodal Embeddings.

Guillem Collell, Ted Zhang, Marie-Francine Moens

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

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

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

Proceedings of the COLING 2016, 2016