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Huertas-García, Álvaro; Martín, Alejandro; Huertas-Tato, Javier; Camacho, David

Exploring Dimensionality Reduction Techniques in Multilingual Transformers Miscellaneous

CoRR, 2022.

Abstract | Links | BibTeX | Tags: Artificial Intelligence, Computational Intelligence, Deep Learning, Embeddings, Feature Selection, Machine Learning, Natural Language Processing, Sentence alignment, Text Analysis, Transformers


Huertas-García, Álvaro; Huertas-Tato, Javier; Martín, Alejandro; Camacho, David

CIVIC-UPM at CheckThat! 2021: Integration of Transformers in Misinformation Detection and Topic Classification Inproceedings

In: Conference and Labs of the Evaluation Forum (CLEF) Working Notes, pp. 520–530, 2021.

Abstract | Links | BibTeX | Tags: Computational Intelligence, Deep Learning, Disinformation, Information Distortion, Machine Learning, Natural Language Processing, Social Networks, Text Analysis, Transformers


Camacho, David; Granados, Ana; Cebrián, Manuel; Rodrí­guez, Francisco Borja

Reducing the Loss of Information through Annealing Text Distortion Journal Article

In: IEEE Transactions on Knowledge and Data Engineering, vol. 23, no. 7, pp. 1090-1102, 2011, ISSN: 1041-4347.

Links | BibTeX | Tags: Clustering, Data Compression, Data Mining, Text Analysis