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Journal Articles
- 2021
[j18]José-Ángel González, Lluís-F. Hurtado, Ferran Pla:
TWilBert: Pre-trained deep bidirectional transformers for Spanish Twitter. Neurocomputing 426: 58-69 (2021)- [j17]Rosario Sanchis-Font
, María José Castro Bleda, José-Ángel González, Ferran Pla, Lluís-F. Hurtado:
Cross-Domain Polarity Models to Evaluate User eXperience in E-learning. Neural Process. Lett. 53(5): 3199-3215 (2021) - 2020
- [j16]José-Ángel González, Lluís-F. Hurtado, Ferran Pla:
Transformer based contextualization of pre-trained word embeddings for irony detection in Twitter. Inf. Process. Manag. 57(4): 102262 (2020) - [j15]José-Ángel González, Lluís-F. Hurtado, Ferran Pla:
Self-attention for Twitter sentiment analysis in Spanish. J. Intell. Fuzzy Syst. 39(2): 2165-2175 (2020) - 2019
- [j14]Lluís-F. Hurtado, José-Ángel González, Ferran Pla:
Choosing the right loss function for multi-label Emotion Classification. J. Intell. Fuzzy Syst. 36(5): 4697-4708 (2019) - 2018
- [j13]Ferran Pla, Lluís-F. Hurtado:
Spanish sentiment analysis in Twitter at the TASS workshop. Lang. Resour. Evaluation 52(2): 645-672 (2018) - 2017
- [j12]Ferran Pla, Lluís-F. Hurtado:
Language identification of multilingual posts from Twitter: a case study. Knowl. Inf. Syst. 51(3): 965-989 (2017) - [j11]Carlos Nelson Henriquez Miranda, Ferran Pla, Lluís F. Hurtado, Jaime Alberto Guzmán Luna:
Análisis de sentimientos a nivel de aspecto usando ontologías y aprendizaje automático. Proces. del Leng. Natural 59: 49-56 (2017) - 2014
- [j10]Roxana Dánger, Ferran Pla, Antonio Molina, Paolo Rosso:
Towards a Protein-Protein Interaction information extraction system: Recognizing named entities. Knowl. Based Syst. 57: 104-118 (2014) - 2010
- [j9]Roxana Dánger, Ferran Plà, Antonio Molina:
Análisis de textos sobre interacciones entre proteínas. Proces. del Leng. Natural 45: 301-302 (2010) - 2008
- [j8]Roxana Dánger, Paolo Rosso, Ferran Plà, Antonio Molina:
PPIEs: Protein-Protein Interaction Information Extraction system. Proces. del Leng. Natural 40 (2008) - [j7]Patricio Martínez-Barco, Manuel Palomar, Julio Gonzalo, Anselmo Peñas, Luis Alfonso Ureña López, María Teresa Martín-Valdivia, Ferran Pla, Paolo Rosso, Alicia Ageno, Jordi Turmo, Maria Antònia Martí, Mariona Taulé:
TEXT-MESS: Minería de Textos Inteligente, Interactiva y Multilinge basada en Tecnología del Lenguaje Humano. Proces. del Leng. Natural 41 (2008) - 2004
- [j6]Ferran Pla, Antonio Molina:
Improving part-of-speech tagging using lexicalized HMMs. Nat. Lang. Eng. 10(2): 167-189 (2004) - 2003
- [j5]Itziar Aduriz, Alicia Ageno, Bertol Arrieta, Jose Maria Arriola, Empar Bisbal, Núria Castell, Montserrat Civit, Arantza Díaz de Ilarraza, Belén Fernández, Koldo Gojenola, Reda Halkoum, Raquel Marcos, Lluís Màrquez, Maria Antònia Martí, Patricio Martínez-Barco, Antonio Molina, Paloma Moreda, Lidia Moreno, Borja Navarro, Maite Oronoz, Lluís Padró, Manuel Palomar, Ferran Pla, Horacio Rodríguez, Maximiliano Saiz-Noeda, Emilio Sanchis, Kepa Sarasola, Armando Suárez, Mariona Taulé:
3LB: Construcción de una base de datos de árboles sintáctico semánticos. Proces. del Leng. Natural 31 (2003) - [j4]Empar Bisbal, Antonio Molina, Lidia Moreno, Ferran Pla, Maximiliano Saiz-Noeda, Emilio Sanchis Arnal:
3LB-SAT: Una herramienta de anotación semántica. Proces. del Leng. Natural 31 (2003) - 2002
- [j3]Antonio Molina, Ferran Pla:
Shallow Parsing using Specialized HMMs. J. Mach. Learn. Res. 2: 595-613 (2002) - [j2]Antonio Molina Marco, Ferran Plà, Encarna Segarra:
Una formulación unificada para resolver distintos problemas de ambigüedad en PLN. Proces. del Leng. Natural 29 (2002) - 2001
- [j1]Ferran Pla, Antonio Molina, Natividad Prieto:
Evaluación de un etiquetador morfosintáctico basado en bigramas especializados para el castellano. Proces. del Leng. Natural 27 (2001)
Conference and Workshop Papers
- 2023
- [c43]Antonio Molina, Xinhui Huang, Lluís-F. Hurtado, Ferran Pla:
ELiRF-UPV at eRisk 2023: Early detection of pathological gambling using SVM. CLEF (Working Notes) 2023: 736-742 - [c42]Oscar Pastor, Diana Martínez Minguet, José Fabián Reyes Román, Alberto García S., Ana León Palacio, Mireia Costa, Ferran Pla:
CoMoDID: Combining explainable artificial intelligence and conceptual modeling for data intensive-domains management (short paper). ER (Companion) 2023 - [c41]Lidia Contreras Ochando, Pere Marco Garcia, Ana León, Lluís-F. Hurtado, Ferran Pla, Encarna Segarra:
Enhancing Precision Medicine: An Automatic Pipeline Approach for Exploring Genetic Variant-Disease Literature. ER (Workshops) 2023: 35-43 - 2022
- [c40]Ferran Pla, Lluís-F. Hurtado, José-Ángel González, Vicent Ahuir, Encarna Segarra, Emilio Sanchis, María José Castro Bleda, Fernando García:
GUAITA: Monitorización y análisis de redes sociales para la ayuda a la toma de decisiones (GUAITA: Monitoring and analysis of social media to help decision making). SEPLN (Projects and Demonstrations) 2022: 79-82 - 2020
- [c39]José-Ángel González, José Arias Moncho, Lluís-Felip Hurtado, Ferran Pla:
ELiRF-UPV at TASS 2020: TWilBERT for Sentiment Analysis and Emotion Detection in Spanish Tweets. IberLEF@SEPLN 2020: 179-186 - 2019
- [c38]José-Ángel González, Lluís-F. Hurtado, Ferran Pla:
ELiRF-UPV at SemEval-2019 Task 3: Snapshot Ensemble of Hierarchical Convolutional Neural Networks for Contextual Emotion Detection. SemEval@NAACL-HLT 2019: 195-199 - [c37]José-Ángel González, Lluís-Felip Hurtado, Ferran Pla:
ELiRF-UPV at IroSvA: Transformer Encoders for Spanish Irony Detection. IberLEF@SEPLN 2019: 278-284 - [c36]Victor Nina-Alcocer, José-Ángel González, Lluís-Felip Hurtado, Ferran Pla:
Aggressiveness Detection through Deep Learning Approaches. IberLEF@SEPLN 2019: 544-549 - [c35]José-Ángel González, Lluís-Felip Hurtado, Ferran Pla:
ELiRF-UPV at TASS 2019: Transformer Encoders for Twitter Sentiment Analysis in Spanish. IberLEF@SEPLN 2019: 571-578 - 2018
- [c34]José-Ángel González, Lluís-F. Hurtado, Ferran Pla:
Stance and Gender Detection in Spanish Tweets. CICLing (1) 2018: 131-140 - [c33]José-Ángel González, Lluís-F. Hurtado, Ferran Pla:
ELiRF-UPV at SemEval-2018 Tasks 1 and 3: Affect and Irony Detection in Tweets. SemEval@NAACL-HLT 2018: 565-569 - [c32]José-Ángel González, Lluís-F. Hurtado, Encarna Segarra, Ferran Pla:
ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia. SemEval@NAACL-HLT 2018: 968-971 - [c31]José-Ángel González, Lluís-F. Hurtado, Encarna Segarra, Ferran Pla:
ELiRF-UPV at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge. SemEval@NAACL-HLT 2018: 1034-1037 - [c30]José-Ángel González, Ferran Pla, Lluís-F. Hurtado:
ELiRF-UPV en TASS 2018: Análisis de Sentimientos en Twitter basado en Aprendizaje Profundo (ELiRF-UPV at TASS 2018: Sentiment Analysis in Twitter based on Deep Learning). TASS@SEPLN 2018: 37-44 - [c29]José-Ángel González, Ferran Pla, Lluís-F. Hurtado:
ELiRF-UPV en TASS 2018: Categorización Emocional de Noticias(ELiRF-UPV at TASS 2018: Emotional Categorization of News Articles). TASS@SEPLN 2018: 103-109 - [c28]José-Ángel González, Lluís-Felip Hurtado, Ferran Pla:
ELiRF-UPV at MultiStanceCat 2018. IberEval@SEPLN 2018: 173-179 - 2017
- [c27]Lluís-F. Hurtado, Encarna Segarra, Ferran Pla, Pascual Carrasco, José-Ángel González:
ELiRF-UPV at SemEval-2017 Task 7: Pun Detection and Interpretation. SemEval@ACL 2017: 440-443 - [c26]José-Ángel González, Ferran Pla, Lluís-F. Hurtado:
ELiRF-UPV at SemEval-2017 Task 4: Sentiment Analysis using Deep Learning. SemEval@ACL 2017: 723-727 - [c25]José-Ángel González, Ferran Pla, Lluís-Felip Hurtado:
ELiRF-UPV at IberEval 2017: Classification Of Spanish Election Tweets (COSET). IberEval@SEPLN 2017: 55-60 - [c24]José-Ángel González, Ferran Pla, Lluís-Felip Hurtado:
ELiRF-UPV at IberEval 2017: Stance and Gender Detection in Tweets. IberEval@SEPLN 2017: 193-198 - 2016
- [c23]Victor Martinez Morant, Lluís-F. Hurtado, Ferran Pla:
DSIC-ELIRF at SemEval-2016 Task 4: Message Polarity Classification in Twitter using a Support Vector Machine Approach. SemEval@NAACL-HLT 2016: 198-201 - [c22]Lluís-F. Hurtado, Ferran Pla:
ELiRF-UPV en TASS 2016: Análisis de Sentimientos en Twitter. TASS@SEPLN 2016: 47-51 - 2015
- [c21]Mayte Giménez, Delia-Irazú Hernández, Ferran Plà:
Segmenting Target Audiences: Automatic Author Profiling using Tweets: Notebook for PAN at CLEF 2015. CLEF (Working Notes) 2015 - [c20]Mayte Giménez, Ferran Pla, Lluís-F. Hurtado:
ELiRF: A SVM Approach for SA tasks in Twitter at SemEval-2015. SemEval@NAACL-HLT 2015: 574-581 - [c19]Lluís F. Hurtado, Ferran Plà, Davide Buscaldi:
ELiRF-UPV en TASS 2015: Análisis de Sentimientos en Twitter. TASS@SEPLN 2015: 75-79 - 2014
- [c18]Ferran Pla, Lluís F. Hurtado:
Political Tendency Identification in Twitter using Sentiment Analysis Techniques. COLING 2014: 183-192 - [c17]Fernando García, Emilio Sanchis, Ferran Pla:
Semantically based search in a social speech task. INTERSPEECH 2014: 1772-1776 - [c16]Ferran Pla, Lluís F. Hurtado:
Sentiment Analysis in Twitter for Spanish. NLDB 2014: 208-213 - [c15]Lluís F. Hurtado, Ferran Pla, Mayte Giménez, Emilio Sanchis Arnal:
ELiRF-UPV en TweetLID: Identificación del Idioma en Twitter. TweetLID@SEPLN 2014: 35-38 - 2013
- [c14]Fernando García, Emilio Sanchis, Marcos Calvo, Ferran Pla, Lluís F. Hurtado:
ELiRF at MediaEval 2013: Similar Segments in Social Speech Task. MediaEval 2013 - 2007
- [c13]Natalia Ponomareva, Ferran Pla, Antonio Molina, Paolo Rosso:
Biomedical Named Entity Recognition: A Poor Knowledge HMM-Based Approach. NLDB 2007: 382-387 - 2006
- [c12]Davide Buscaldi, Paolo Rosso, Ferran Pla, Encarna Segarra, Emilio Sanchis Arnal:
Verb Sense Disambiguation Using Support Vector Machines: Impact of WordNet-Extracted Features. CICLing 2006: 192-195 - 2004
- [c11]Paolo Rosso, Antonio Molina, Ferran Pla, Daniel Jiménez, Vicente Vidal:
Information Retrieval and Text Categorization with Semantic Indexing. CICLing 2004: 596-600 - [c10]Antonio Molina, Ferran Pla, Encarna Segarra:
WSD system based on specialized Hidden Markov Model (upv-shmm-eaw). SENSEVAL@ACL 2004 - [c9]José R. Navarro, Jorge González, David Picó, Francisco Casacuberta, Joan M. de Val, Ferran Fabregat, Ferran Pla, Jesús Tomás:
SisHiTra : A Hybrid Machine Translation System from Spanish to Catalan. EsTAL 2004: 349-359 - 2003
- [c8]Paolo Rosso, Francesco Masulli, Davide Buscaldi, Ferran Pla, Antonio Molina:
Automatic Noun Sense Disambiguation. CICLing 2003: 273-276 - 2002
- [c7]Antonio Molina, Ferran Pla, Encarna Segarra:
A Hidden Markov Model Approach to Word Sense Disambiguation. IBERAMIA 2002: 655-663 - [c6]Antonio Molina, Ferran Pla, Encarna Segarra, Lidia Moreno:
Word Sense Disambiguation using Statistical Models and WordNet. LREC 2002 - 2001
- [c5]Antonio Molina, Ferran Plà:
Clause detection using HMM. CoNLL 2001 - [c4]Ferran Pla, Antonio Molina, Emilio Sanchis, Encarna Segarra, Fernando García:
Language Understanding Using Two-Level Stochastic Models with POS and Semantic Units. TSD 2001: 403-409 - 2000
- [c3]Ferran Pla, Antonio Molina, Natividad Prieto:
Tagging and Chunking with Bigrams. COLING 2000: 614-620 - [c2]Ferran Plà, Antonio Molina, Natividad Prieto:
Improving Chunking by Means of Lexical-Contextual Information in Statistical Language Models. CoNLL/LLL 2000: 148-150 - [c1]Ferran Pla, Antonio Molina, Natividad Prieto:
An Integrated Statistical Model for Tagging and Chunking Unrestricted Text. TSD 2000: 15-20
Coauthor Index
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