2022
Some Contributions to Interactive Machine Translation and to the Applications of Machine Translation for Historical Documents PhD Thesis
Universitat Politècnica de València, 2022, (Advisor/s: Casacuberta, Francisco).
Layout Analysis for Handwritten Documents, a Probabilistic Machine Learning Approach. PhD Thesis
Universitat Politècnica de València, 2022, (Advisor/s: Vidal, Enrique).
Modeling Uncertainty for Reliable Probabilistic Modeling in Deep Learning and Beyond PhD Thesis
Universitat Politècnica de València, 2022, (Advisor/s: Paredes, Roberto).
Neural Models for Measuring Confidence on Interactive Machine Translation Systems Journal Article
In: Applied Sciences, vol. 12, no. 3, 2022.
The unbearable hurtfulness of sarcasm Journal Article
In: Expert Systems with Applications, vol. 193.0, 2022.
2021
Detection of conspiracy propagators using psycho-linguistic characteristics Journal Article
In: Journal of Information Science, pp. 1–15, 2021.
An emotion and cognitive based analysis of mental health disorders from social media data Journal Article
In: Future Generation Computer Systems, vol. 123, pp. 480–494, 2021.
The Impact of Emotional Signals on Credibility Assessment Journal Article
In: Journal of the Association for Information Science and Technology (Online), vol. online, pp. 1–16, 2021.
DomainSenticNet: An Ontology and a Methodology Enabling Domain-aware Sentic Computing Journal Article
In: Cognitive Computation, vol. 14, pp. 62–77, 2021.
Categorizing Misogynistic Behaviours in Italian, English and Spanish Tweets Journal Article
In: Procesamiento del Lenguaje Natural, vol. 55, pp. 65–76, 2021.
Improved Graph Methods for Table Layout Understanding Inproceedings
In: In proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR 2021), pp. 502–522, 2021.
Los prejuicios en las sociedades digitales: identificación automática de estereotipos y "hate speech" Journal Article
In: Archiletras científica, no. 6, pp. 171–188, 2021.
Dependency Syntax in the Automatic Detection of Irony and Stance PhD Thesis
Universitat Politècnica de València, 2021, (Advisor/s: Rosso, Paolo).
Reducing the Human Effort in Text Line Segmentation for Historical Documents Inproceedings
In: In proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR 2021), pp. 523–537, 2021.
UPV at CheckThat! 2021: Mitigating Cultural Differences for Identifying Multilingual Check-worthy Claims Inproceedings
In: In proceedings of the 12th Conference and Labs of the Evaluation Forum (CLEF 2021). Working Notes, pp. 465–475, 2021.
Profiling hate speech spreaders on twitter task at PAN 2021 Inproceedings
In: In proceedings of the 12th Conference and Labs of the Evaluation Forum (CLEF 2021). Working Notes, 2021.
Masking and BERT-based Models for Stereotype Identification Inproceedings
In: In proceedings of the XXXVII Congreso de la Sociedad Española para el Procesamiento del Lenguaje Natural (SEPLN 2021), pp. 83–94, 2021.
RoMa at SemEval-2021 Task 7: A Transformer-based Approach for Detecting and Rating Humor and Offense Inproceedings
In: In proceedings of the 15th International Workshop on Semantic Evaluation (SemEval 2021), pp. 297–305, 2021.
Masking and Transformer-based Models for Hyperpartisanship Detection in News Inproceedings
In: In proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), pp. 1244–1251, 2021.
RoMa at HAHA-2021: Deep Reinforcement Learning to Improve a Transformed-based Model for Humor Detection Inproceedings
In: In proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021), pp. 1–8, 2021.
Deep Modeling of Latent Representations for Twitter Profiles on Hate Speech Spreaders Identification Task Inproceedings
In: In proceedings of the 12th Conference and Labs of the Evaluation Forum (CLEF 2021). Working Notes, pp. 1–12, 2021.
Quasi Character-Level Transformers to Improve Neural Machine Translation on Small Datasets Inproceedings
In: In proceedings of the The 5th International Workshop on Advances in Natural Language Processing (ANLP 2021), 2021.
Automatic identification and classification of urban pavement distresses through convolutional neural networks Journal Article
In: Journal of Transportation Engineering, Part B: Pavements, vol. 147.0, no. 4.0, 2021.
An emotion and cognitive based analysis of mental health disorders from social media data Journal Article
In: Future Generation Computer Systems, vol. 124.0, pp. 480–494, 2021.
ICDAR 2021 competition on mathematical formula detection Inproceedings
In: In proceedings of the 16th International Conference on Document Analysis and Recognition (ICDAR 2021), pp. 783–795, 2021.