Published in 28th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, 2024
Recommended citation: Sarvazyan, A. M., González, J. Á., & Franco-Salvador, M. (2024). TextMachina: Seamless Generation of Machine-Generated Text Datasets. 28th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
Published in Procesamiento del Lenguaje Natural, 2024
Recommended citation: Areg Mikael Sarvazyan, José Ángel González, Marc Franco-Salvador, Francisco Rangel, Berta Chulvi, Paolo Rosso. Overview of IberAuTexTification at IberLEF 2024: Detection and attribution of machine-generated text on languages of the iberian peninsula. Procesamiento del Lenguaje Natural, 72(0).
Published in In Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024), 2024
Recommended citation: Sarvazyan, A., Gonzalez, J., & Franco-salvador, M. (2024). Genaios at SemEval-2024 Task 8: Detecting Machine-Generated Text by Mixing Language Model Probabilistic Features. In Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024) (pp. 101–107). Association for Computational Linguistics.
Published in Applied Sciences, 2024
Recommended citation: Ahuir, V., González, J. Á., Hurtado, L. F., & Segarra, E. (2024). Abstractive Summarizers Become Emotional on News Summarization. Applied Sciences, 14(2), 713.
Published in IberSPEECH, 2023
Recommended citation: González, J.Á.; Segarra, E.; García-Granada, F.; Sanchis, E.; Hurtado, L.-F. Attentional Extractive Summarization. Appl. Sci. 2023, 13, 1458. https://doi.org/10.3390/app13031458
Published in Experimental IR Meets Multilinguality, Multimodality, and Interaction. CLEF 2023, 2023
Recommended citation: Sarvazyan, A.M., González, J.Á., Rosso, P., Franco-Salvador, M. (2023). Supervised Machine-Generated Text Detectors: Family and Scale Matters. In: Experimental IR Meets Multilinguality, Multimodality, and Interaction. CLEF 2023. Lecture Notes in Computer Science, vol 14163. Springer, Cham.
Published in Procesamiento del Lenguaje Natural, 2023
Recommended citation: Areg Mikael Sarvazyan, José Ángel González, Marc Franco-Salvador, Francisco Rangel, Berta Chulvi, Paolo Rosso. Overview of AuTexTification at IberLEF 2023: Detection and Attribution of Machine-Generated Text in Multiple Domains. Procesamiento del Lenguaje Natural, 71(0), 275–288.
Published in COLING, 2022
Recommended citation: José Ángel González, Annie Louis, and Jackie Chi Kit Cheung. 2022. Source-summary Entity Aggregation in Abstractive Summarization. In Proceedings of the 29th International Conference on Computational Linguistics, pages 6019–6034, Gyeongju, Republic of Korea. International Committee on Computational Linguistics.
Published in NAACL, 2022
Recommended citation: Encarnación Segarra Soriano, Vicent Ahuir, Lluís-F. Hurtado, and José González. 2022. DACSA: A large-scale Dataset for Automatic summarization of Catalan and Spanish newspaper Articles. In Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 5931–5943, Seattle, United States. Association for Computational Linguistics.
Published in Neurocomputing, 2021
Recommended citation: José Ángel González Barba; Lluis Felip Hurtado Oliver; Ferran Pla Santamaría. TWilBert: Pre-trained deep bidirectional transformers for Spanish Twitter. Neurocomputing. 426, pp. 58 - 69. 2021. ISSN 0925-2312. DOI: 10.1016/j.neucom.2020.09.078
Published in Applied Sciences, 2021
Recommended citation: Vicent Ahuir Esteve; Lluis Felip Hurtado Oliver; José Ángel González Barba; Encarnación Segarra Soriano. NASca and NASes: Two Monolingual Pre-Trained Models for Abstractive Summarization in Catalan and Spanish. Applied Sciences. 11, pp. 1 - 16. 2021. ISSN 2076-3417. DOI: 10.3390/app11219872
Published in Neural Processing Letters, 2021
Recommended citation: Rosario Sanchis Font; María José Castro Bleda; José Ángel González Barba; Ferran Pla Santamaría; Lluis Felip Hurtado Oliver. Cross-Domain Polarity Models to Evaluate User eXperience in E-learning. Neural Processing Letters. 53, pp. 3199 - 3215. 2021. ISSN 1370-4621. DOI: 10.1007/s11063-020-10260-5
Published in Information Processing & Management, 2020
Recommended citation: José Ángel González Barba; Lluis Felip Hurtado Oliver; Ferran Pla Santamaría. Transformer based contextualization of pre-trained word embeddings for irony detection in Twitter. Information Processing & Management. 57, pp. 1 - 15. 2020. ISSN 0306-4573. DOI: 10.1016/j.ipm.2020.102262
Published in CEUR-WS, 2020
Recommended citation: José Ángel González Barba; José Arias Moncho; Lluis Felip Hurtado Oliver; Ferran Pla Santamaría. ELiRF-UPV at TASS 2020: TWilBERT for Sentiment Analysis and Emotion Detection in Spanish Tweets. "Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020)". pp. 179 - 186. CEUR
Published in Journal of Intelligent & Fuzzy Systems, 2020
Recommended citation: José Ángel González Barba; Encarnación Segarra Soriano; Fernando García Granada; Emilio Sanchís Arnal; Lluis Felip Hurtado Oliver. Extractive summarization using siamese hierarchical transformer encoders. Journal of Intelligent & Fuzzy Systems. 39, pp. 2409 - 2419. 2020. ISSN 1064-1246. DOI: 10.3233/JIFS-179901
Published in Journal of Intelligent & Fuzzy Systems, 2020
Recommended citation: José Ángel González Barba; Lluis Felip Hurtado Oliver; Ferran Pla Santamaría. Self-attention for Twitter sentiment analysis in Spanish. Journal of Intelligent & Fuzzy Systems. 39, pp. 2165 - 2175. 2020. ISSN 1064-1246. DOI: 10.3233/JIFS-179881
Published in SPECOM, 2019
Recommended citation: Fernando García Granada; Emilio Sanchís Arnal; María José Castro Bleda; José Ángel González Barba; Lluis Felip Hurtado Oliver. Word Discovering in Low-Resources Languages Through Cross-Lingual Phonemes. "Speech and Computer: 21st International Conference, SPECOM 2019, Istanbul, Turkey, August 2025, 2019, Proceedings". pp. 133 - 141. Springer,
Published in CEUR-WS, 2019
Recommended citation: José Ángel González Barba; Lluis Felip Hurtado Oliver; Ferran Pla Santamaría. ELiRF-UPV at TASS 2019: Transformer Encoders for Twitter Sentiment Analysis in Spanish. "Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2019)". pp. 571 - 578. CEUR
Published in Applied Sciences, 2019
Recommended citation: José Ángel González Barba; Lluis Felip Hurtado Oliver; Encarnación Segarra Soriano; Fernando García Granada; Emilio Sanchís Arnal. Summarization of Spanish Talk Shows with Siamese Hierarchical Attention Networks. Applied Sciences. 9, pp. 1 - 13. 2019. ISSN 2076-3417. DOI: 10.3390/app9183836
Published in Journal of Intelligent & Fuzzy Systems, 2019
Recommended citation: José Ángel González Barba; Encarnación Segarra Soriano; Fernando García Granada; Emilio Sanchís Arnal; Lluis Felip Hurtado Oliver. Siamese hierarchical attention networks for extractive summarization. Journal of Intelligent & Fuzzy Systems. 36, pp. 4599 - 4607. 2019. ISSN 1064-1246. DOI: 10.3233/JIFS-179011
Published in ACL, 2019
Recommended citation: José Ángel González Barba; Lluis Felip Hurtado Oliver; Ferran Pla Santamaría. 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)". pp. 195 - 199. Association for Computational Linguistics (ACL)
Published in Journal of Intelligent & Fuzzy Systems, 2019
Recommended citation: 8 Lluis Felip Hurtado Oliver; José Ángel González Barba; Ferran Pla Santamaría. Choosing the right loss function for multi-label Emotion Classification. Journal of Intelligent & Fuzzy Systems. 36, pp. 4697 - 4708. 2019. ISSN 1064-1246. DOI: 10.3233/JIFS-179019
Published in CEUR-WS, 2019
Recommended citation: José Ángel González Barba; Lluis Felip Hurtado Oliver; Ferran Pla Santamaría. : ELiRF-UPV at IroSvA: Transformer Encoders for Spanish Irony Detection. "Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2019)". pp. 278 - 284. CEUR
Published in CEUR-WS, 2019
Recommended citation: Victor Manuel Nina Alcócer; José Ángel González Barba; Lluis Felip Hurtado Oliver; Ferran Pla Santamaría. Aggressiveness Detection through Deep Learning Approaches. "Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2019)". pp. 544 - 549. CEUR
Published in Advances in Computational Intelligence, 2019
Recommended citation: ROSARIO SANCHIS FONT; María José Castro Bleda; José Ángel González Barba. Applying Sentiment Analysis with Cross-Domain Models to Evaluate User eXperience in Virtual Learning Environments. Advances in Computational Intelligence. 50, pp. 609 - 620. Springer International Publishing, 2019. ISBN 978-3-030-20520-1
Published in CEUR, 2018
Recommended citation: José Ángel González Barba; Lluis Felip Hurtado Oliver; Ferran Pla Santamaría. ELiRF-UPV at TASS 2018: Sentiment Analysis in Twitter based on Deep Learning. "TASS 2018 Workshop on Semantic Analysis at SEPLN". pp. 37 - 44. CEUR
Published in CEUR, 2018
Recommended citation: José Ángel González Barba; Lluis Felip Hurtado Oliver; Ferran Pla Santamaría. ELiRF-UPV at TASS 2018: Emotional Categorization of News Article. "TASS 2018 Workshop on Semantic Analysis at SEPLN". pp. 103 - 109. CEUR
Published in ACL, 2018
Recommended citation: José Ángel González Barba; Lluis Felip Hurtado Oliver; Encarnación Segarra Soriano; Ferran Pla Santamaría. ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia. "Proceedings of The 12th International Workshop on Semantic Evaluation". pp. 968 - 971. Association for Computational Linguistics (ACL)
Published in ACL, 2018
Recommended citation: José Ángel González Barba; Lluis Felip Hurtado Oliver; Encarnación Segarra Soriano; Ferran Pla Santamaría. ELiRF-UPV at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge. "Proceedings of The 12th International Workshop on Semantic Evaluation". pp. 1034 - 1037. Association for Computational Linguistics (ACL)
Published in ACL, 2018
Recommended citation: José Ángel González Barba; Lluis Felip Hurtado Oliver; Ferran Pla Santamaría. "Proceedings of The 12th International Workshop on Semantic Evaluation". pp. 565 - 569. Association for Computational Linguistics (ACL)
Published in CEUR, 2018
Recommended citation: José Ángel González Barba; Lluis Felip Hurtado Oliver; Ferran Pla Santamaría. ELiRF-UPV at MultiStanceCat 2018. "Proceedings of the Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018)". pp. 173 - 179. CEUR
Published in CEUR, 2017
Recommended citation: Lluis Felip Hurtado Oliver; Ferran Pla Santamaría; José Ángel González Barba. ELiRF-UPV en TASS 2017: Análisis de Sentimientos en Twitter basado en Aprendizaje Profundo. "Proceedings of TASS 2017: Workshop on Sentiment Analysis at SEPLN co-located with 33nd SEPLN Conference (SEPLN 2017)". pp. 29 - 34. CEUR
Published in ACL, 2017
Recommended citation: José Ángel González Barba; Ferran Pla Santamaría; Lluis Felip Hurtado Oliver. ELiRF-UPV at SemEval-2017 Task 4: Sentiment Analysis using Deep Learning. "Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017)". pp. 723 - 727. Association for Computational Linguistics
Published in ACL, 2017
Recommended citation: Lluis Felip Hurtado Oliver; Encarnación Segarra Soriano; Ferran Pla Santamaría; Pascual Andrés Carrasco Gómez; José Ángel González Barba. "Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017)". pp. 440 - 443. Association for Computational Linguistics
Published in CEUR, 2017
Recommended citation: José Ángel González Barba; Ferran Pla Santamaría; Lluis Felip Hurtado Oliver. ELiRF-UPV at IberEval 2017: Stance and Gender Detection in Tweets. "Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017)". pp. 193 - 198. CEUR Workshop Proceedings
Published in CEUR, 2017
Recommended citation: José Ángel González Barba; Ferran Pla Santamaría; Lluis Felip Hurtado Oliver. ELiRF-UPV at IberEval 2017: Classification Of Spanish Election Tweets. "Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017)". pp. 55 - 60. CEUR Workshop Proceedings