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Proceedings of the Doctoral Symposium of the XXXIV International Conference of the Spanish Society for Natural Language Processing (SEPLN 2018) September 19th 2018 Hospital Virgen del Rocı́o Sevilla, Spain Edited by Elena Lloret Estela Saquete Patricio Martı́nez-Barco Isabel Moreno Organized and Sponsored by Copyright 2018 for the individual papers by the papers’ authors. Copying permitted for private and academic purposes. This volume is published and copyrighted by its editors. �c 2018 The authors ISSN: 1613-0073 Preface This volume contains the papers from the Doctoral Symposium of the XXXIV International Conference of the Spanish Society for Natural Language Processing (SEPLN-DS), held on September 19, 2018, in Seville, Spain. This scientific event convened PhD researchers with an interest in the latest research work and developments in the field of Natural Language Processing (NLP), employing computational techniques for the purpose of learning, understanding, and producing human language content, as well as new possibilities of real-world applications and R&D projects in this field. The present volume includes the ten following papers, submitted in English or Spanish: • Meaning, distribution and frequency of the prepositional category in spanish. A compu- tational approach Francesc Reina González (Universidad de Barcelona) • Design and evaluation of a mobile application for second language pronunciation training based on minimal pairs Cristian Tejedor-Garcı́a (Universidad de Valladolid) • The role of sarcasm in hate speech. A multilingual perspective Simona Frenda (Universidad Politécnica de Valencia, University of Turin) • Fact checking: detecting and verifying facts Bilal Ghanem (Universidad Politécnica de Valencia) • Emotions analysis in spanish texts Flor Miriam Plaza del Arco (Universidad de Jaén) • Knowledge integration for improving information retrieval systems Pilar López Úbeda (Universidad de Jaén) • Sequence models to boost document planning and discourse generation Marta Vicente (Universidad de Alicante) • Machine learning-based adaptive grounding for negotiative dialogue management José Luis Pro Martı́n (Universidad de Sevilla) • Progress in the modeling of cyberbullying from the perspective of the human language technologies Beatriz Botella Gil (Universidad de Alicante) • Automatic evaluation and prosody improvement of people with down syndrome based on serious games Mario Corrales-Astorgano (Universidad de Valladolid) Volume Editors Elena Lloret, Universidad de Alicante, Spain Estela Saquete, Universidad de Alicante, Spain Patricio Martı́nez-Barco, Universidad de Alicante, Spain Isabel Moreno, Universidad de Alicante, Spain Acknowledgements The preparation of this Symposium has been possible thanks to the organizing committee of the XXXIV International Conference of the Spanish Society for Natural Language Processing and its sponsor: Junta de Andalucı́a, Servicio Andaluz de Salud, Consejerı́a de Salud. In addition, we would like to thank the organization behind this conference (Sociedad Española para el Procesamiento del Lenguaje - SEPLN). This Symposium has also been possible thanks to PLN.NET (TIN2016-81739-REDT), an ex- cellence network funded by the 2016 call of dynamization actions “REDES DE EXCELENCIA”, within the State Program of Scientific and Technical Excellence Research, State Subprogram of Generation of Knowledge. Last but not least, thanks to all those who submitted papers to the symposium, as well as to all mentors that agreed to review submitted papers and all those who contributed to discussions on the day. We also acknowledge the publisher CEUR-WS, which greatly aided the publication of this volume.