Fernando García Granada

Titular de universidad

Publicaciones: 53
Proyectos: 2
Publicando desde: 2000–2023

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2023 Congreso
ELiRF-VRAIN at DIPROMATS 2023: Cross-lingual Data Augmentation for Propaganda Detection
Vicent Ahuir Esteve , Lluís Felip Hurtado Oliver , Fernando García Granada , Emilio Sanchis Arnal
Iberian Languages Evaluation Forum
2023 Congreso
ELiRF-VRAIN at PoliticES-IberLEF2023: Dealing with Long Texts in Transformer-based Systems for User Profiling
Vicent Ahuir Esteve , Lluís Felip Hurtado Oliver , Fernando García Granada , Emilio Sanchis Arnal
Iberian Languages Evaluation Forum
2023 Revista
Attentional Extractive Summarization
José Ángel González Barba , Encarna Segarra Soriano , Fernando García Granada , Emilio Sanchis Arnal , Lluís Felip Hurtado Oliver
Applied Sciences · DOI: 10.3390/app13031458
2022 Congreso
An Attentional Extractive Summarization Framework
José Ángel González Barba , Encarna Segarra Soriano , Fernando García Granada , Emilio Sanchis Arnal , Lluís Felip Hurtado Oliver
International Conference IberSPEECH (Formerly Jornadas en Tecnología del Habla), 106
2022 Congreso
GUAITA: Monitorización y análisis de redes sociales para la ayuda a la toma de decisiones
Ferran Pla Santamaría , Lluís Felip Hurtado Oliver , José Ángel González Barba , Vicent Ahuir Esteve , Encarna Segarra Soriano , Emilio Sanchis Arnal , María José Castro Bleda , Fernando García Granada
Congreso de la Sociedad Española para el Procesamiento del Lenguaje Natural (SEPLN), 79
2020 Revista
Extractive summarization using siamese hierarchical transformer encoders
José Ángel González Barba , Lluís Felip Hurtado Oliver , Encarna Segarra Soriano , Fernando García Granada , Emilio Sanchis Arnal
Journal of Intelligent & Fuzzy Systems, 2409-2419 · DOI: 10.3233/JIFS-179901
2019 Revista
Applying Siamese Hierarchical Attention Neural Networks for multi-document summarization
José Ángel González Barba , Delonca, Julien , Emilio Sanchis Arnal , Fernando García Granada , Encarna Segarra Soriano
Sociedad Española para el Procesamiento del Lenguaje Natural, 111-118 · DOI: 10.26342/2019-63-12
2019 Revista
Siamese hierarchical attention networks for extractive summarization
José Ángel González Barba , Lluís Felip Hurtado Oliver , Encarna Segarra Soriano , Fernando García Granada , Emilio Sanchis Arnal
Journal of Intelligent & Fuzzy Systems, 4599-4607 · DOI: 10.3233/JIFS-179011
2019 Revista
Summarization of Spanish Talk Shows with Siamese Hierarchical Attention Networks
José Ángel González Barba , Lluís Felip Hurtado Oliver , Encarna Segarra Soriano , Fernando García Granada , Emilio Sanchis Arnal
Applied Sciences, 1-13 · DOI: 10.3390/app9183836
2018 Revista
ALBAYZIN Query-by-example Spoken Term Detection 2016 evaluation
Tejedor, Javier , Toledano, Doroteo T. , Lopez Otero, Paula , Docio Fernandez, Laura , Proença, Jorge , Perdigão, Fernando , Fernando García Granada , Emilio Sanchis Arnal , Pompili, Anna , Abad, Alberto
EURASIP Journal on Audio, Speech and Music Processing, 1-25 · DOI: 10.1186/s13636-018-0125-9
2016 Congreso
A Strategy for Multilingual Spoken Language Understanding Based on Graphs of Linguistic Units
Marcos Calvo Lance , Fernando García Granada , Emilio Sanchis Arnal
International Conference IberSPEECH (Formerly Jornadas en Tecnología del Habla), 349-358
2016 Congreso
The ELiRF Query-by-Example STD systems for the Albayzin 2016 Search on Speech Evaluation
Sergio Laguna Bello , Emilio Sanchis Arnal , Lluís Felip Hurtado Oliver , Fernando García Granada
International Conference IberSPEECH (Formerly Jornadas en Tecnología del Habla), 83-88
2016 Revista
A Train-on-Target Strategy for Multilingual Spoken Language Understanding
Fernando García Granada , Encarna Segarra Soriano , Carlos Millán , Emilio Sanchis Arnal , Lluís Felip Hurtado Oliver
Lecture Notes in Computer Science, 10077, 224-233
2016 Revista
Multilingual Spoken Language Understanding using graphs and multiple translations
Marcos Calvo Lance , Lluís Felip Hurtado Oliver , Fernando García Granada , Emilio Sanchis Arnal , Encarna Segarra Soriano
Computer Speech and Language, 38, 86-103 · DOI: 10.1016/j.csl.2016.01.002
2016 Revista
Traducción Automática usando conocimiento semántico en un dominio restringido
Lluís Felip Hurtado Oliver , Ivan Costa , Encarna Segarra Soriano , Fernando García Granada , Emilio Sanchis Arnal
PROCESAMIENTO DEL LENGUAJE NATURAL, 101-108
2015 Congreso
Adaptive Training for Robust Spoken Language Understanding
Fernando García Granada , Emilio Sanchis Arnal , Lluís Felip Hurtado Oliver , Encarna Segarra Soriano
Iberoamerican Congress on Pattern Recognition (CIARP), 519-526
2015 Congreso
Combining Several ASR Outputs in a Graph-Based SLU System
Marcos Calvo Lance , Lluís Felip Hurtado Oliver , Fernando García Granada , Emilio Sanchis Arnal
Iberoamerican Congress on Pattern Recognition (CIARP), 551-558
2015 Congreso
Selection and Aggregation Techniques for Crowdsourced Semantic Annotation Task
Marcos Calvo Lance , Riccardi, Giussepe , Fernando García Granada , Emilio Sanchis Arnal
Annual Conference of the International Speech Communication Association (INTERSPEECH), 2779-2783
2015 Revista
A prosody-based vector-space model of dialog activity for information retrieval
Ward, Nigel G. , Werner, Steven D. , Fernando García Granada , Emilio Sanchis Arnal
SPEECH COMMUNICATION, 68, 85-96
2015 Revista
Diseño y comparación de varias aproximaciones estadísticas a la Comprensión del Habla en dos tareas e idiomas distintos
Fernando García Granada , Marcos Calvo Lance , Lluís Felip Hurtado Oliver , Emilio Sanchis Arnal , Encarna Segarra Soriano
PROCESAMIENTO DEL LENGUAJE NATURAL, 31-38
2014 Congreso
A Multilingual Spoken Language Understanding System
Sergio Laguna Bello , Maite Giménez Fayos , Marcos Calvo Lance , Fernando García Granada , Encarna Segarra Soriano , Emilio Sanchis Arnal , Lluís Felip Hurtado Oliver
International Conference IberSPEECH (Formerly Jornadas en Tecnología del Habla), 348-353
2014 Congreso
Obtaining parallel corpora for Multilingual Spoken Language Understanding tasks
Fernando García Granada , Marcos Calvo Lance , Emilio Sanchis Arnal , Lluís Felip Hurtado Oliver , Encarna Segarra Soriano
International Conference IberSPEECH (Formerly Jornadas en Tecnología del Habla), 208-215
2014 Congreso
Semantically Based Search in a Social Speech Task
Fernando García Granada , Emilio Sanchis Arnal , Ferran Pla Santamaría
Annual Conference of the International Speech Communication Association (INTERSPEECH), 1772-1776
2013 Congreso
Exploiting multiple hypotheses for Multilingual Spoken Language Understanding
Marcos Calvo Lance , Fernando García Granada , Lluís Felip Hurtado Oliver , Santiago Jiménez Serrano , Emilio Sanchis Arnal
Conference on Computational Natural Language Learnings (CoNLL), 193-201
2013 Revista
A Phonetic-Based Approach to Query-by-Example Spoken Term Detection
Lluís Felip Hurtado Oliver , Marcos Calvo Lance , Jon Ander Gomez Adrian , Fernando García Granada , Emilio Sanchis Arnal
Lecture Notes in Computer Science, 504-511
2013 Revista
ELIRF at MEDIAEVAL 2013: Similar Segments of Social Speech Task
Fernando García Granada , Emilio Sanchis Arnal , Marcos Calvo Lance , Ferran Pla Santamaría , Lluís Felip Hurtado Oliver
CEUR Workshop Proceedings, 1043, 135-136
2013 Revista
Exploiting Multiple ASR Outputs for a Spoken Language Understanding Task
Marcos Calvo Lance , Fernando García Granada , Lluís Felip Hurtado Oliver , Santiago Jiménez Serrano , Emilio Sanchis Arnal
Lecture Notes in Computer Science, 8113, 138-145
2012 Congreso
Combining Multiple Translation Systems for Spoken Language
Fernando García Granada , Lluís Felip Hurtado Oliver , Encarna Segarra Soriano , Emilio Sanchis Arnal , Riccardi, Giussepe
IEEE Workshop on Spoken Language Technology (SLT), 194-198
2012 Congreso
The acquisition and dialog act labeling of the EDECAN-SPORTS corpus
Lluís Felip Hurtado Oliver , Fernando García Granada , Emilio Sanchis Arnal , Encarna Segarra Soriano
International Conference on Language Resources and Evaluation (LREC), 1416-1420
2012 Revista
A Multilingual SLU System Based on Semantic Decoding of Graphs of Words
Marcos Calvo Lance , Lluís Felip Hurtado Oliver , Fernando García Granada , Emilio Sanchis Arnal
Communications in Computer and Information Science, 328, 158-167
2011 Revista
An Active Learning Approach for Statistical Spoken Language Understanding
Fernando García Granada , Lluís Felip Hurtado Oliver , Emilio Sanchis Arnal , Encarna Segarra Soriano
Lecture Notes in Computer Science, 1(7042), 565-572
2011 Revista
Sistema de diálogo multimodal basado en modelos estadísticos
Emilio Sanchis Arnal , Lluís Felip Hurtado Oliver , Jon Ander Gomez Adrian , Fernando García Granada , Joan Pastor Pellicer , Ximo Planells Lerma , Encarna Segarra Soriano
PROCESAMIENTO DEL LENGUAJE NATURAL, 325-326
2010 Congreso
A prototype of a spoken dialog system based on statistical models
Encarna Segarra Soriano , Lluís Felip Hurtado Oliver , Jon Ander Gomez Adrian , Fernando García Granada , Ximo Planells Lerma , Joan Pastor Pellicer , Lucia Ortega Alvarez , Marcos Calvo Lance , Emilio Sanchis Arnal
International Conference IberSPEECH (Formerly Jornadas en Tecnología del Habla), 243-246
2009 Congreso
The Acquisition of a Dialog Corpus with a Prototype and two WOz
Lluís Felip Hurtado Oliver , Encarna Segarra Soriano , Emilio Sanchis Arnal , Fernando García Granada , David Griol Barres
Workshop on the Semantics and Pragmatics of Dialogue, 141-142
2009 Revista
Una aproximación para la adquisición de un corpus de diálogo
Lluís Felip Hurtado Oliver , Encarna Segarra Soriano , Emilio Sanchis Arnal , Fernando García Granada , David Griol Barres
PROCESAMIENTO DEL LENGUAJE NATURAL, 371-372
2008 Congreso
Adquisición de un corpus de diálogos para un dominio de reservas de instalaciones deportivas
Encarna Segarra Soriano , María José Castro Bleda , Isabel Remedios Galiano Ronda , Fernando García Granada , Jon Ander Gomez Adrian , David Griol Barres , Lluís Felip Hurtado Oliver , Emilio Sanchis Arnal , Francisco Torres Goterris , Francisco Julian Zamora Martínez
International Conference IberSPEECH (Formerly Jornadas en Tecnología del Habla), 163-166
2007 Revista
Recognition and Understanding Simulation for a Spoken Dialog Corpus Acquisition
Fernando García Granada , Lluís Felip Hurtado Oliver , David Griol Barres , María José Castro Bleda , Encarna Segarra Soriano , Emilio Sanchis Arnal
Lecture Notes in Computer Science, 574-581
2007 Revista
Sistema de Diálogo Estadístico y Adquisición de un Nuevo Corpus de Diálogos
David Griol Barres , Encarna Segarra Soriano , Lluís Felip Hurtado Oliver , Francisco Torres Goterris , Fernando García Granada , María José Castro Bleda , Emilio Sanchis Arnal
PROCESAMIENTO DEL LENGUAJE NATURAL, 283-284
2006 Congreso
Incorporating semantic knowledge to the language model in a speech understanding system
Grau, Sergio , Encarna Segarra Soriano , Emilio Sanchis Arnal , Fernando García Granada , Lluís Felip Hurtado Oliver
International Conference IberSPEECH (Formerly Jornadas en Tecnología del Habla), 145-148
2006 Congreso
A dialog system for the DIHANA project
David Griol Barres , Francisco Torres Goterris , Lluís Felip Hurtado Oliver , Grau, S. , Fernando García Granada , Emilio Sanchis Arnal , Encarna Segarra Soriano
International Conference on Speech and Computer (SPECOM), 131-136
2005 Revista
Error handling in a stochastic dialog system through confidence measures
Francisco Torres Goterris , Lluís Felip Hurtado Oliver , Fernando García Granada , Emilio Sanchis Arnal , Encarna Segarra Soriano
SPEECH COMMUNICATION, 45(3), 211-229 · DOI: 10.1016/j.specom.2004.10.014
2005 Revista
Sistema de diálogo para el proyecto DIHANA
Lluís Felip Hurtado Oliver , Blat, Fernando , Fernando García Granada , Grau, Sergio , David Griol Barres , Emilio Sanchis Arnal , Encarna Segarra Soriano , Francisco Torres Goterris
PROCESAMIENTO DEL LENGUAJE NATURAL, 453-454
2004 Revista
Language Understanding using n-multigram Models
Lluís Felip Hurtado Oliver , Encarna Segarra Soriano , Fernando García Granada , Emilio Sanchis Arnal
Lecture Notes in Computer Science, 207-219
2003 Congreso
Achieving full coverage of automatically learnt finite-state language models
Encarna Segarra Soriano , Emilio Sanchis Arnal , Fernando García Granada , Lluís Felip Hurtado Oliver , Isabel Remedios Galiano Ronda
Annual Meeting and Conference of the European Chapter of the ACL (EACL), 135-142
2003 Revista
Modelos específicos de comprensión en un sistema de diálogo
Fernando García Granada , Emilio Sanchis Arnal , Lluís Felip Hurtado Oliver , Encarna Segarra Soriano
PROCESAMIENTO DEL LENGUAJE NATURAL, 99-106
2003 Revista
The incorporation of confidence measures to language understanding
Fernando García Granada , Lluís Felip Hurtado Oliver , Emilio Sanchis Arnal , Encarna Segarra Soriano
Lecture Notes in Computer Science, 165-172
2002 Congreso
A labelling proposal to annotate dialogues
D.Martinez-Hinarejos, Carlos , Emilio Sanchis Arnal , Fernando García Granada , Aibar, Pablo
International Conference on Language Resources and Evaluation (LREC), 1577-1582
2002 Revista
Applying dialogue constraints to the understanding process in a Dialogue system
Emilio Sanchis Arnal , Fernando García Granada , Isabel Remedios Galiano Ronda , Encarna Segarra Soriano
Lecture Notes in Computer Science, 389-395
2002 Revista
Extracting semantic information through Automatic learning techniques
Encarna Segarra Soriano , Emilio Sanchis Arnal , Isabel Remedios Galiano Ronda , Fernando García Granada , Lluís Felip Hurtado Oliver
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 16(3), 301-307 · DOI: 10.1142/S021800140200168X
2001 Congreso
A hybrid approach to the development of dialogue systems directed by semantics
Emilio Sanchis Arnal , Isabel Remedios Galiano Ronda , Fernando García Granada , Cano, Antonio
SIGdial Workshop on Discourse and Dialogue (SIGDIAL), 149-152
2001 Congreso
Extracting Semantic Information through Automatic Learning Techniques
Encarna Segarra Soriano , Emilio Sanchis Arnal , Isabel Remedios Galiano Ronda , Fernando García Granada , Lluís Felip Hurtado Oliver
Spanish Simposium on Pattern Recognition and Image Analysis, 177-182
2001 Revista
Language Understanding using Two-level Stochastic Models with POS and Semantic Units
Ferran Pla Santamaría , Antonio Molina Marco , Emilio Sanchis Arnal , Encarna Segarra Soriano , Fernando García Granada
Lecture Notes in Computer Science, 403-409
2000 Congreso
Modelización de la comprensión mediante técnicas de aprendizaje automático
Emilio Sanchis Arnal , Encarna Segarra Soriano , Isabel Remedios Galiano Ronda , Fernando García Granada , Lluís Felip Hurtado Oliver
International Conference IberSPEECH (Formerly Jornadas en Tecnología del Habla), 1-7