Ferran Plà

Orcid: 0000-0003-4822-8808

According to our database1, Ferran Plà authored at least 61 papers between 2000 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Enhancing Precision Medicine: An Automatic Pipeline Approach for Exploring Genetic Variant-Disease Literature.
Proceedings of the Advances in Conceptual Modeling, 2023

CoMoDID: Combining explainable artificial intelligence and conceptual modeling for data intensive-domains management (short paper).
Proceedings of the Companion Proceedings of the 42nd International Conference on Conceptual Modeling: ER Forum, 2023

ELiRF-UPV at eRisk 2023: Early detection of pathological gambling using SVM.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022
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).
Proceedings of the Annual Conference of the Spanish Association for Natural Language Processing: Projects and Demonstrations (SEPLN-PD 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

2021
Cross-Domain Polarity Models to Evaluate User eXperience in E-learning.
Neural Process. Lett., 2021

TWilBert: Pre-trained deep bidirectional transformers for Spanish Twitter.
Neurocomputing, 2021

2020
Self-attention for Twitter sentiment analysis in Spanish.
J. Intell. Fuzzy Syst., 2020

Transformer based contextualization of pre-trained word embeddings for irony detection in Twitter.
Inf. Process. Manag., 2020

ELiRF-UPV at TASS 2020: TWilBERT for Sentiment Analysis and Emotion Detection in Spanish Tweets.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

2019
Choosing the right loss function for multi-label Emotion Classification.
J. Intell. Fuzzy Syst., 2019

Aggressiveness Detection through Deep Learning Approaches.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

ELiRF-UPV at TASS 2019: Transformer Encoders for Twitter Sentiment Analysis in Spanish.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

ELiRF-UPV at IroSvA: Transformer Encoders for Spanish Irony Detection.
Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

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, 2019

2018
Spanish sentiment analysis in Twitter at the TASS workshop.
Lang. Resour. Evaluation, 2018

ELiRF-UPV en TASS 2018: Categorización Emocional de Noticias(ELiRF-UPV at TASS 2018: Emotional Categorization of News Articles).
Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN, 2018

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).
Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN, 2018

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), 2018

ELiRF-UPV at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

ELiRF-UPV at SemEval-2018 Task 10: Capturing Discriminative Attributes with Knowledge Graphs and Wikipedia.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

ELiRF-UPV at SemEval-2018 Tasks 1 and 3: Affect and Irony Detection in Tweets.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Stance and Gender Detection in Spanish Tweets.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

2017
Análisis de sentimientos a nivel de aspecto usando ontologías y aprendizaje automático.
Proces. del Leng. Natural, 2017

Language identification of multilingual posts from Twitter: a case study.
Knowl. Inf. Syst., 2017

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) co-located with 33th Conference of the Spanish Society for Natural Language Processing (SEPLN 2017), 2017

ELiRF-UPV at IberEval 2017: Classification Of Spanish Election Tweets (COSET).
Proceedings of the Second Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2017) co-located with 33th Conference of the Spanish Society for Natural Language Processing (SEPLN 2017), 2017

ELiRF-UPV at SemEval-2017 Task 7: Pun Detection and Interpretation.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

ELiRF-UPV at SemEval-2017 Task 4: Sentiment Analysis using Deep Learning.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

2016
ELiRF-UPV en TASS 2016: Análisis de Sentimientos en Twitter.
Proceedings of TASS 2016: Workshop on Sentiment Analysis at SEPLN co-located with 32nd SEPLN Conference (SEPLN 2016), 2016

DSIC-ELIRF at SemEval-2016 Task 4: Message Polarity Classification in Twitter using a Support Vector Machine Approach.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

2015
ELiRF-UPV en TASS 2015: Análisis de Sentimientos en Twitter.
Proceedings of TASS 2015: Workshop on Sentiment Analysis at SEPLN co-located with 31st SEPLN Conference (SEPLN 2015), 2015

ELiRF: A SVM Approach for SA tasks in Twitter at SemEval-2015.
Proceedings of the 9th International Workshop on Semantic Evaluation, 2015

Segmenting Target Audiences: Automatic Author Profiling using Tweets: Notebook for PAN at CLEF 2015.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
Towards a Protein-Protein Interaction information extraction system: Recognizing named entities.
Knowl. Based Syst., 2014

ELiRF-UPV en TweetLID: Identificación del Idioma en Twitter.
Proceedings of the Tweet Language Identification Workshop co-located with 30th Conference of the Spanish Society for Natural Language Processing, 2014

Sentiment Analysis in Twitter for Spanish.
Proceedings of the Natural Language Processing and Information Systems, 2014

Semantically based search in a social speech task.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

Political Tendency Identification in Twitter using Sentiment Analysis Techniques.
Proceedings of the COLING 2014, 2014

2013
ELiRF at MediaEval 2013: Similar Segments in Social Speech Task.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

2010
Análisis de textos sobre interacciones entre proteínas.
Proces. del Leng. Natural, 2010

2008
TEXT-MESS: Minería de Textos Inteligente, Interactiva y Multilinge basada en Tecnología del Lenguaje Humano.
Proces. del Leng. Natural, 2008

PPIEs: Protein-Protein Interaction Information Extraction system.
Proces. del Leng. Natural, 2008

2007
Biomedical Named Entity Recognition: A Poor Knowledge HMM-Based Approach.
Proceedings of the Natural Language Processing and Information Systems, 2007

2006
Verb Sense Disambiguation Using Support Vector Machines: Impact of WordNet-Extracted Features.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2006

2004
Improving part-of-speech tagging using lexicalized HMMs.
Nat. Lang. Eng., 2004

SisHiTra : A Hybrid Machine Translation System from Spanish to Catalan.
Proceedings of the Advances in Natural Language Processing, 4th International Conference, 2004

WSD system based on specialized Hidden Markov Model (upv-shmm-eaw).
Proceedings of the Third International Workshop on the Evaluation of Systems for the Semantic Analysis of Text, 2004

Information Retrieval and Text Categorization with Semantic Indexing.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2004

2003
3LB-SAT: Una herramienta de anotación semántica.
Proces. del Leng. Natural, 2003

3LB: Construcción de una base de datos de árboles sintáctico semánticos.
Proces. del Leng. Natural, 2003

Automatic Noun Sense Disambiguation.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2003

2002
Una formulación unificada para resolver distintos problemas de ambigüedad en PLN.
Proces. del Leng. Natural, 2002

Shallow Parsing using Specialized HMMs.
J. Mach. Learn. Res., 2002

Word Sense Disambiguation using Statistical Models and WordNet.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

A Hidden Markov Model Approach to Word Sense Disambiguation.
Proceedings of the Advances in Artificial Intelligence, 2002

2001
Evaluación de un etiquetador morfosintáctico basado en bigramas especializados para el castellano.
Proces. del Leng. Natural, 2001

Language Understanding Using Two-Level Stochastic Models with POS and Semantic Units.
Proceedings of the Text, Speech and Dialogue, 4th International Conference, 2001

Clause detection using HMM.
Proceedings of the ACL 2001 Workshop on Computational Natural Language Learning, 2001

2000
An Integrated Statistical Model for Tagging and Chunking Unrestricted Text.
Proceedings of the Text, Speech and Dialogue - Third International Workshop, 2000

Improving Chunking by Means of Lexical-Contextual Information in Statistical Language Models.
Proceedings of the Fourth Conference on Computational Natural Language Learning, 2000

Tagging and Chunking with Bigrams.
Proceedings of the COLING 2000, 18th International Conference on Computational Linguistics, Proceedings of the Conference, 2 Volumes, July 31, 2000


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