Journal Papers

• J. A. González, L. Hurtado, E. Segarra, F. García-Granada, E. Sanchis, Summarization of Spanish Talk Shows with Siamese Hierarchical Attention Networks Appl. Sci. 2019, 9, 3836 DOI.

• J. A. González, E. Segarra, F. García-Granada, E. Sanchis, L. Hurtado, Siamese hierarchical attention networks for extractive summarization J. Intell. Fuzzy Syst. 36(5): 4599-4607 (2019) DOI.

• J. A. González, J. Delonca, E. Sanchis, F. García-Granada, E. Segarra, Applying Siamese Hierarchical Attention Neural Networks for multi-document summarization. Procesamiento del Lenguaje Natural 63: 111-118 (2019) DOI.

• F. García-Granada, E. Sanchis, M. J. Castro Bleda, J. A. González, L. Hurtado: Word Discovering in Low-Resources Languages Through Cross-Lingual Phonemes. SPECOM 2019: 133-141. DOI.

• J. A. González, L. Hurtado, F. Pla Choosing the Right Loss Function for multi-label Emotion Classification Journal of Intelligent & Fuzzy Systems, vol. 36, no. 5, pp. 4697-4708 DOI.

• J. Pastor-Pellicer, M. J. Castro-Bleda, S España-Boquera, F. Zamora- Martínez ‘Handwriting Recognition by Using Deep Learning to Extract Meaningful Features’. AI Communications, vol. 32, no. 2, pp. 101-112, 2019 DOI.

• M. J. Castro-Bleda, E. Iklódi, G. Recski, G. Borbély, Towards a Universal Semantic Dictionary. Appl. Sci. 2019, 9, 4060 DOI.

• R. Sanchis-Font, M. J. Castro-Bleda, J. A. González, Applying Sentiment Analysis with Cross-Domain Models to Evaluate User eXperience in Virtual Learning Environments. Advances in Computational Intelligence, Springer International Publishing. 2019, pages 609-620 DOI.

• M J Castro-Bleda, S España-Boquera, J Pastor-Pellicer, F Zamora-Martínez "The NoisyOffice Database: A Corpus To Train Supervised Machine Learning Filters For Image Processing" The Computer Journal, bxz098, December 2019 DOI.

• J. Pastor-Pellicer, M. J. Castro-Bleda, S. España-Boquera, F. Zamora- Martínez "Handwriting recognition by using deep learning to extract meaningful features" AI Communications, vol. 32, no. 2, pp. 101-112, May 2019. DOI

Conferences

• J. A. González, L. Hurtado, F. Pla, ELiRF-UPV at SemEval-2019 Task 3: Snapshot Ensemble of Hierarchical Convolutional Neural Networks for Contextual Emotion Detection Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019), pages 195–199. Minneapolis, Minnesota, USA, June 6–7, 2019. ©2019 Association for Computational Linguistics

• J. A. González, L. Hurtado, F. Pla, ELiRF-UPV at IroSvA: Transformer Encoders for Spanish Irony Detection In Proceedings of the First Workshop for Iberian Languages Evaluation Forum (IberLEF 2019), colocated with 34th Conference of the SpanishSociety for Natural Language Processing (SEPLN 2019). CEUR Workshop Proceedings. CEUR-WS.org, Bilbao, Spain (2019)

• V. Nina-Alcocer, J. A. González, L. Hurtado, F. Pla, ELiRF-UPV at TASS 2019: Transformer Encoders for Twitter Sentiment Analysis in Spanish In Proceedings of the First Workshop for Iberian Languages Evaluation Forum (IberLEF 2019), colocated with 34th Conference of the SpanishSociety for Natural Language Processing (SEPLN 2019). CEUR Workshop Proceedings. CEUR-WS.org, Bilbao, Spain (2019)

• V. Nina-Alcocer, J. A. González, L. Hurtado, F. Pla, Aggressiveness detection through deep learning approaches In Proceedings of the First Workshop for Iberian Languages Evaluation Forum (IberLEF 2019), colocated with 34th Conference of the SpanishSociety for Natural Language Processing (SEPLN 2019). CEUR Workshop Proceedings. CEUR-WS.org, Bilbao, Spain (2019)

Journal Papers

• M. Canora, F. García-Granada, E. Sanchis, E. Segarra " An Approach to Automatic Summarization of Television Programs" Lecture Notes in Computer Science series ISSN 0302-9743. 20th International Conference on Speech and Computer, SPECOM 2018. Vol LNAI 11096, pp 86-93 DOI

• F. Zamora-Martinez, M. J. Castro-Bleda "Efficient Embedded Decoding of Neural Networks Language Models in a Machine Translation System" International Journal of Neural Systems (IJNS), Vol. 28, 2018. DOI

• F. Zamora-Martínez, S. España-Boquera, M. J. Castro-Bleda, A. Palacios-Corella "Fallback Variable History NNLMs: Efficient NNLMs by precomputation and stochastic training" PLoS ONE, Volume 13, July 26, 2018 DOI

• F. Pla and Ll. Hurtado "Spanish sentiment analysis in Twitter at the TASS workshop" Journal of Language Resources & Evaluation (2018). Vol52. Issue 2. pp. 645-672 DOI

Conferences

• I. Eszter, G. Recski, G. Borbely, M. J. Castro-Bleda "Building a global dictionary for semantic technologies" IberSPEECH 2018, 21-23 noviembre 2018, pag. 55-59. DOI.

• J. A. González, Ll. Hurtado, E. Segarra, F. Pla " ELiRF-UPV at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge" SemEval-2018 at NAACL HLT 2018, New Orleans. June 1-6, 2018

• J. A. González, Ll. Hurtado, E. Segarra, F. Pla " ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia" SemEval-2018 at NAACL HLT 2018, New Orleans. June 1-6, 2018

• J. A. González, Ll. Hurtado, E. Segarra, F. Pla " ELiRF-UPV at SemEval-2018 Tasks 1 and 3: Affect and Irony Detection in Tweets" SemEval-2018 at NAACL HLT 2018, New Orleans. June 1-6, 2018

• J. A. González, Ll. Hurtado, F. Pla "ELiRF-UPV at MultiStanceCat 2018" Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), Sevilla 2018

• J. A. González, Ll. Hurtado, F. Pla "ELiRF-UPV en TASS 2018: Análisis de Sentimientos en Twitter basado en Aprendizaje Profundo" Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN (TASS 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), Sevilla 2018

• J. A. González, Ll. Hurtado, F. Pla "ELiRF-UPV en TASS 2018: Categorización Emocional de Noticias" Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN (TASS 2018) co-located with 34th Conference of the Spanish Society for Natural Language Processing (SEPLN 2018), Sevilla 2018