Fernando Batista (291B-47F3-63CD)

Curriculum Vitae

Fernando Batista

Fernando Batista received his PhD (2011) in Computer Science and Engineering from Instituto Superior Técnico (IST). He is currently Associate Professor at Iscte - University Institute of Lisbon, and integrated researcher at INESC-ID, Lisbon. He is the Executive Coordinator of the Human Language Technologies Scientific Area at INESC-ID (2021-), and member of the Supervisory Board of CVTT - Iscte-Conhecimento e Inovação (since Apr.2021). He was President of the Pedagogical Council of ISCTE-IUL (2017-2019), member of the Permanent Committee of the Pedagogical Council of ISCTE-IUL (2015-2017), and member of the Pedagogical Committee of the ISTA School (2015-2017). He is the scientific coordinator of the AppRecommender (2019-2021) project, has coordinated the INESC-ID team in the SpeDial project (2014-2015), and participated in several other European and National projects. His current research focuses on spoken and written Natural Language Processing, Machine Learning, and Text Mining for social media. He has been member of the organisation team of the LxMLS - Lisbon Machine Learning Summer School (since 2016), and was also member of the LxMLS technical staff between (2011-2015). He has participated in the organisation of several scientific events: editorial co-chair of PROPOR 2020, editorial chair of EAMT 2020, web chair of the IPMU 2020, co-chair of the Human-Human languages track of SLATE 2019, co-chair of the demos session in PROPOR 2018, publication chair of IberSPEECH 2016, co-chair of the PROPOR 2016 Student Workshop, publication chair of IberSPEECH 2016, co-chair of the PROPOR 2016 Student Workshop, and handbook chair of EMNLP 2015. He is Senior Member of the IEEE (since 2016), and member of the ISCA Speech (since 2008).

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Identification

Personal identification

Full name: Fernando Batista

Citation names

Batista, Fernando
F. Batista

Author identifiers

Ciência ID: 291B-47F3-63CD
ORCID iD: 0000-0002-1075-0177
Google Scholar ID: CbM5L9AAAAAJ
Researcher Id: C-8355-2009
Scopus Author Id: 15041642100

Addresses

HLT, INESC-ID, Rua Alves Redol, N. 9, 1000-029, Lisboa, Lisboa, Portugal (Professional)
Iscte - Instituto Universitário de Lisboa, Av. das Forças Armadas, 1649-026, Lisboa, Lisboa, Portugal (Professional)

Websites

https://ciencia.iscte-iul.pt/public/person/fmmb (Scholar)
https://www.hlt.inesc-id.pt/wiki/index.php/Fernando_Batista (Personal)
http://scholar.google.com/citations?user=CbM5L9AAAAAJ (Scholar)
http://www.researcherid.com/rid/C-8355-2009 (Scholar)
http://www.scopus.com/authid/detail.url?authorId=15041642100 (Scholar)

Knowledge fields

Engineering and Technology
Engineering and Technology
Engineering and Technology
Engineering and Technology

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
Portuguese (Mother tongue)
English	Advanced (C1)	Proficiency (C2)	Proficiency (C2)	Advanced (C1)	Proficiency (C2)
French	Beginner (A1)	Beginner (A1)	Beginner (A1)	Beginner (A1)

Education

	Degree	Classification
2011/05/31 Concluded	Engenharia Informática (Doutoramento) Instituto Superior Técnico (IST), Portugal
2003/07/24 Concluded	Engenharia Electrotécnica e de Computadores (Mestrado) Instituto Superior Técnico (IST), Portugal
1997/09/02 Concluded	Matemática/Informática ramo de Informática (Licenciatura) Universidade da Beira Interior, Portugal

Affiliation

Science

	Category Host institution	Employer
2000 - Current	Researcher (Research)	Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Teaching in Higher Education

	Category Host institution	Employer
2019/12 - Current	Associate Professor (University Teacher)	ISCTE-Instituto Universitário de Lisboa, Portugal

2011 - 2019/12	Assistant Professor (University Teacher)	ISCTE-Instituto Universitário de Lisboa, Portugal

2003 - 2011	Assistant (University Teacher)	ISCTE-Instituto Universitário de Lisboa, Portugal

2000 - 2003	Trainee Assistant (University Teacher)	ISCTE-Instituto Universitário de Lisboa, Portugal
	ISCTE-Instituto Universitário de Lisboa, Portugal

Positions / Appointments

	Category Host institution	Employer
2021/03 - Current	Vogal do Conselho Fiscal	Iscte-Conhecimento e Inovação (CVTT), Portugal

2017/03 - 2019/03	President of the Pedagogic Council	ISCTE-Instituto Universitário de Lisboa, Portugal
	ISCTE-Instituto Universitário de Lisboa, Portugal
2015 - 2017	Membro da Comissão Permanente do Conselho Pedagógico	ISCTE-Instituto Universitário de Lisboa, Portugal

2015 - 2017	Membro da Comissão Pedagógica da ISTA	ISCTE-Instituto Universitário de Lisboa, Portugal
	ISCTE-Instituto Universitário de Lisboa, Portugal

Projects

Contract

	Designation	Funders
2022/03/01 - 2024/02/28	kNOwing online HATE speech: knowledge + awareness = TacklingHate CERV-2021-EQUAL-101049306 Researcher ISCTE-Instituto Universitário de Lisboa Centro de Investigação e Intervenção Social, Portugal ISCTE-Instituto Universitário de Lisboa Unidade de Investigação em Desenvolvimento Empresarial, Portugal ISCTE-Instituto Universitário de Lisboa Centro de Investigação em Ciências da Informação Tecnologias e Arquitetura, Portugal ISCTE-Instituto Universitário de Lisboa Centro de Investigação e Estudos de Sociologia, Portugal Instituto de Engenharia de Sistemas e Computadores:Investigação e Desenvolvimento em Lisboa, Portugal Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal Associação ILGA Portugal - Intervenção Lésbica, Gay, Bissexual e Transgénero, Portugal Casa do Brasil de Lisboa, Portugal Comissão para a Igualdade e Contra a Discriminação Racial, Portugal SOS RACISMO, Portugal	European Commission Ongoing
2022/01/01 - 2023/12/31	A Multimodal Approach for Identifying Conspiracy Theories in Social Media EXPL/LLT-LIN/1104/2021 Universidade do Minho, Portugal Universidade do Porto Faculdade de Letras, Portugal Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2021/05/01 - 2022/02/28	HATE COVID-19 – Decting Overt and Covert Hate Speech in Social Media 759274510 Researcher Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal Lusa Agência de Notícias de Portugal SA, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2019/05/01 - 2021/04/30	AppRecommender: Intelligent App Distribution towards an Optimised App Discover 39703 Principal investigator Aptoide your Android App Store, Portugal Caixa Mágica Software, Portugal	União Europeia - Fundos Europeus Estruturais e de Desenvolvimento Concluded
2013/12 - 2015/11	SPEDIAL: Spoken Dialogue Analytics 611396 Researcher Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal	European Commission Seventh Framework Programme for Research and Technological Development Information and Communication Technologies Concluded
2013/04 - 2015/09	MISNIS – Intelligent Mining of Public Social Networks’ Influence in Society PTDC/IVC-ESCT/4919/2012 Researcher Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2012 - 2015	COPAS – Contrast and Parallelism in Speech PTDC/CLE-LIN/120017/2010 Researcher Universidade de Lisboa Faculdade de Letras, Portugal	Fundação para a Ciência e a Tecnologia
2012 - 2014	DIRHA – Distant-speech Interaction for Robust Home Applications 288121 Researcher Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal	European Commission Seventh Framework Programme for Research and Technological Development Information and Communication Technologies
2011 - 2013	METANET4U - Enhancing the European Linguistic Infrastructure CIP-ICT-PSP-2009-4 Researcher Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
2009 - 2012	PT-STAR – Speech Translation Advanced Research to and from Portuguese CMU-PT/HuMach/0039/2008 Researcher Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2008 - 2011	POSTPORT – Porting Speech Technologies to other Varieties of Portuguese PTDC/PLP/72404/2006 Researcher Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal	Fundação para a Ciência e a Tecnologia
2006 - 2008	TECNOVOZ – Tecnologias de Reconhecimento e Síntese de Voz ADI/PRIME/03/165 Researcher Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal	Concluded
2005 - 2007	LECTRA - Rich Transcription of Lectures for E-Learning POSC/PLP/58697/2004 Researcher Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal	Fundação para a Ciência e a Tecnologia
2005 - 2007	NLE-GRIDS – Natural Language Engineering on a Computational Grid POSC/PLP/60663/2004 Researcher Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal	Fundação para a Ciência e a Tecnologia
1998 - 2001	Hypermuseum: Ontology based Internet support for the active use of digital museum data for teaching and presentation AD4005(AD) Researcher Instituto de Engenharia de Sistemas e Computadores, Portugal	European Commission
1998/01 - 2000/08	Léxico Multifuncional Computorizado do Português Contemporâneo JNICT/FCT 2/2.1/CSH/759/95 Scientific Initiation Fellow Instituto de Engenharia de Sistemas e Computadores, Portugal
1998 - 2000	LE-SIMPLE: Semantic Information for Multifunction Plurilingual Lexica LE4-8346 Researcher Instituto de Engenharia de Sistemas e Computadores, Portugal	European Commission Concluded
1996 - 1997	LE-PAROLE: Preparatory Action for Linguistic Resources Organisation for Language Engineering LE2-4017 Researcher Instituto de Engenharia de Sistemas e Computadores, Portugal	Concluded

Outputs

Publications

Book chapter	Bico, M. I.; Baptista, J.; Batista, F.; Cardeira, E.. "Recognizing and linking named entities in Portuguese medieval texts". In Digital humanities looking at the world: Exploring innovative approaches and contributions to society, 329-337. Cham, Switzerland: Springer Nature, 2024. Published • 10.1007/978-3-031-48941-9_25 Rebelo-Arnold, I.; Barreiro, A.; Kuhn, T.; Garcez, I.; Batista, F.. "Análise comparativa das edições portuguesa e brasileira da obra os livros que devoraram o meu pai, Afonso Cruz". In História, política e cultura no mundo lusófono, 119-131. --, Brazil: Editora LiberArs, 2021. Published Vicente, M.; Batista, F.; Carvalho, J. P.. "Gender detection of Twitter users based on multiple information sources". In Interactions Between Computational Intelligence and Mathematics Part 2. Studies in Computational Intelligence, edited by Kóczy; László T.; Medina-Moreno; Jesús; Ramírez-Poussa; Eloísa, 39-54. Cham, Switzerland: Springer International Publishing, 2019. Published • 10.1007/978-3-030-01632-6_3 Rosa, H.; Carvalho, J. P.; Astudillo, R.; Batista, F.. "Page rank versus katz: is the centrality algorithm choice relevant to measure user influence in Twitter?". In Interactions Between Computational Intelligence and Mathematics. Studies in Computational Intelligence, edited by Kóczy; László T.; Medina; Jesús. Cham, Switzerland: Springer, 2018. Published • 10.1007/978-3-319-74681-4_1 Mata, A. I.; Moniz, H.; Batista, F.. "Stylistic variation in the intonation of European Portuguese teenagers and adults". In Intonational Grammar in Ibero-Romance: Approaches across linguistic subfields, edited by Meghan E. Armstrong; Nicholas C Henriksen; Maria del Mar Vanrell, 45-68. Amsterdam, Netherlands: John Benjamins Publishing Company, 2016. Published • 10.1075/ihll.6.03mat Moniz, H.; Batista, F.; Mata, Ana I.; Trancoso, I.. "Towards automatic language processing and intonational labeling in European Portuguese". In Intonational Grammar in Ibero-Romance: Approaches across linguistic subfields, edited by Meghan E. Armstrong; Nicholas C Henriksen; Maria del Mar Vanrell, 227-248. John Benjamins Publishing Company, 2016. Published Ribeiro, E.; Batista, F.; Trancoso, I.; Lopes, J.; Ribeiro, R.; De Matos, D.M.. "Assessing user expertise in spoken dialog system interactions". In Information Processing and Management of Uncertainty in Knowledge-Based Systems: 16th International Conference, IPMU 2016, Eindhoven, The Netherlands, June 20 - 24, 2016, Proceedings, Part II, 690-702. Springer International Publishing, 2016. Published • 10.1007/978-3-319-49169-1_24 M. Julião; J. Silva; A. Aguiar; Moniz, H.; Batista, F.. "Speech Features for Discriminating Stress Using Branch and Bound Wrapper Search". In Languages, Applications and Technologies, edited by Sierra-Rodríguez; José-Luis; Leal; José-Paulo; Simões; Alberto, 3-14. Springer International Publishing, 2015. Published • 10.1007/978-3-319-27653-3_1 Moura, J.; Batista, F.; Cardoso, E.; Nunes, L.. "Intelligent management and efficient operation of big data". In Handbook of research on trends and future directions in big data and web intelligence, 105-129. --, United States: IGI Global, 2015. Published • 10.4018/978-1-4666-8505-5 Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. "Analysis of interrogatives in different domains". In Proceedings of the Third COST 2102 international training school conference on Toward autonomous, adaptive, and context-aware multimodal interfaces: theoretical and practical issues, edited by Third COST 2102 International Training School, 136-148. Caserta, Italy, Italy: Springer Berlin / Heidelberg, 2011. Published • 10.1007/978-3-642-18184-9 Batista, F.; Mamede, N.. "7 - SuSAna - Shallow Parsing With Preferences". In Language Technology for Portuguese: shallow processing tools and resources, edited by António Branco; Amália Mendes; Ricardo Ribeiro. Edições Colibri, 2004. Published
Conference paper	Ramos, G.; Batista, F.; Ribeiro, R.; Fialho, P.; Moro, S.; Fonseca, A.; Guerra, R.; et al. "Bypassing the Nuances of Portuguese Covert Hate Speech through Contextual Analysis". Paper presented in Progress in Artificial Intelligence. EPIA 2024. Lecture Notes in Computer Science, vol. 14969, Viana do Castelo, 2025. Published • 10.1007/978-3-031-73503-5_20 André L. Santos; A. Cancelinha; Batista, F.. "Jasay: Towards Voice Commands in Projectional Editors". Paper presented in Proceedings of the 1st ACM/IEEE Workshop on Integrated Development Environments, Lisbon, Portugal, 2024. Published Bico, Maria Inês; Cardeira, Esperança; J. Baptista; Batista, F.. "Support Verb Constructions in Medieval Portuguese: Evidence from the CTA Corpus". Paper presented in Proceedings of the 16th International Conference on Computational Processing of the Portuguese Language, PROPOR 2024 - vol. 2, --, 2024. Published Francisco, B.; Ribeiro, R.; Batista, F.; Ferreira, J.. "Analysis of the tourist’s behavior in Lisbon using data from a mobile operator". Paper presented in Intelligent Transport Systems. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Lisboa, 2023. Published • 10.1007/978-3-031-30855-0_1 Rodrigues, D.; Lopes, A. L.; Batista, F.. "Web of Science citation gaps: An automatic approach to detect indexed but missing citations". Paper presented in 12th Symposium on Languages, Applications and Technologies (SLATE 2023), Porto, 2023. Published • 10.4230/OASIcs.SLATE.2023.5 Santos, R. B.; Matos, B. C.; Carvalho, P.; Batista, F.; Ribeiro, R.. "Semi-supervised annotation of Portuguese hate speech across social media domains". Paper presented in OpenAccess Series in Informatics, Covilhã, 2022. Published • 10.4230/OASIcs.SLATE.2022.11 Paula, B.; Coelho, J.; Mano, D.; Coutinho, C.; Oliveira, J.; Ribeiro, R.; Batista, F.. "Collaborative filtering for mobile application recommendation with implicit feedback". Paper presented in 2022 IEEE 28th ICE/ITMC & 31st IAMOT joint conference, --, 2022. Published Bico, M. I.; Baptista, J.; Batista, F.; Cardeira, E.. "Early experiments on automatic annotation of Portuguese medieval texts". Paper presented in Linking theory and practice of digital libraries. Lecture Notes in Computer Science, Padua, 2022. Published • 10.1007/978-3-031-16802-4_44 Matos, B. C.; Santos, R. B.; Carvalho, P.; Ribeiro, R.; Batista, F.. "Comparing different approaches for detecting hate speech in online Portuguese comments". Paper presented in OpenAccess Series in Informatics, Covilhã, 2022. Published • 10.4230/OASIcs.SLATE.2022.10 Carvalho, P.; Matos, B.; Santos, R.; Batista, F.; Ribeiro, R.. "Hate speech dynamics against African descent, Roma and LGBTQ+ communities in Portugal". Paper presented in Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022), 2022. Published Vicente, M.; Guarda, J.; Batista, F.. "Gutenbrain: An architecture for equipment technical attributes extraction from Piping & Instrumentation Diagrams". Paper presented in Proceedings of the 14th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management - KDIR, Valletta, Malta, 2022. Published • 10.5220/0011528500003335 Coelho, J.; Neto, A.; Tavares, M.; Coutinho, C.; Ribeiro, R.; Batista, F.. "Semantic search of mobile applications using word embeddings". Paper presented in 10th Symposium on Languages, Applications and Technologies (SLATE 2021), 2021. Published • 10.4230/OASIcs.SLATE.2021.12 Tavares, C.; Ribeiro, R.; Batista, F.. "Sentiment analysis of Portuguese economic news". Paper presented in 10th Symposium on Languages, Applications and Technologies (SLATE 2021), 2021. Published • 10.4230/OASIcs.SLATE.2021.17 Rei, R.; Batista, F.; Guerreiro, N. M.; Coheur, L.. "Multilingual simultaneous sentence end and punctuation prediction". Paper presented in Proceedings of the Swiss Text Analytics Conference 2021, Winterthur, 2021. Published Bunga, R.; Batista, F.; Ribeiro, R.. "From implicit preferences to ratings: Video games recommendation based on collaborative filtering". Paper presented in Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, --, 2021. Published • 10.5220/0010655900003064 Coelho, J.; Neto, A.; Tavares, M.; Coutinho, C.; Oliveira, J.; Ribeiro, R.; Batista, F.. "Transformer-based language models for semantic search and mobile applications retrieval". Paper presented in Proceedings of the 13th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, --, 2021. Published • 10.5220/0010657300003064 Barreiro, A.; Rebelo-Arnold, I.; Batista, F.; Garcez, I.; Kuhn, T.. "One book, two language varieties". Paper presented in Computational Processing of the Portuguese Language .PROPOR 2020. Lecture notes in Computer Science, Évora, 2020. Published • 10.1007/978-3-030-41505-1_36 Ricardo Rei; Nuno Miguel Guerreiro; Batista, F.. "Automatic truecasing of video subtitles using BERT: a multilingual adaptable approach". Paper presented in Information Processing and Management of Uncertainty in Knowledge-Based Systems, --, 2020. Published • 10.1007/978-3-030-50146-4_52 Ribeiro, E.; Ribeiro, R.; Batista, F.; Oliveira, J.. "Using topic information to improve non-exact keyword-based search for mobile applications". Paper presented in Information processing and management of uncertainty in knowledge-based systems, --, 2020. Published • 10.1007/978-3-030-50146-4_28 Marco Felgueiras; Batista, F.; João P. Carvalho. "Creating classification models from textual descriptions of companies using crunchbase". Paper presented in Information Processing and Management of Uncertainty in Knowledge-Based Systems, Lisboa, 2020. Published • 10.1007/978-3-030-50146-4_51 Filipe, S.; Batista, F.; Ribeiro, R.. "Different lexicon-based approaches to emotion identification in Portuguese tweets". Paper presented in 9th Symposium on Languages, Applications and Technologies (SLATE 2020), --, 2020. Published • 10.4230/OASIcs.SLATE.2020.12 Rodrigues, J.; Ribeiro, R.; Batista, F.. "Towards the identification of fake news in Portuguese". Paper presented in 9th Symposium on Languages, Applications and Technologies (SLATE 2020), --, 2020. Published • 10.4230/OASIcs.SLATE.2020.7 Pinto, A.; Moniz, H.; Batista, F.. "Detection of emerging words in Portuguese tweets". Paper presented in 9th Symposium on Languages, Applications and Technologies (SLATE 2020), --, 2020. Published • 10.4230/OASIcs.SLATE.2020.3 Cabarrão, V.; Julião, M.; Solera-Ureña, R.; Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. "Affective analysis of customer service calls". Paper presented in Proceedings ExLing 2019: 10th International Conference of Experimental Linguistics, Lisbon, Portugal, 2019. Published • 10.36505/ExLing-2019/10/0009/000371 Lopes-Teixeira, D.; Batista, F.; Ribeiro, R.. "Discovering trends in brand interest through topic models". Paper presented in 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Sevilha, 2018. Published • 10.5220/0006936202450252 Lopes-Teixeira, D.; Batista, F.; Ribeiro, R.. "Spatio-temporal analysis of brand interest using social networks". Paper presented in 13th Iberian Conference on Information Systems and Technologies (CISTI), Cáceres, 2018. Published • 10.23919/CISTI.2018.8399241 Cabarrão, V.; Batista, F.; Moniz, H.; Trancoso, I.; Mata, A. I.. "Acoustic-prosodic entrainment in structural metadata events". Paper presented in 19th Annual Conference of the International Speech Communication, INTERSPEECH 2018, Hyderabad, 2018. Published • 10.21437/Interspeech.2018-2366 Barreiro, A.; Batista, F.. "Contractions: to align or not to align, that is the question". Paper presented in First Workshop on Linguistic Resources for Natural Language Processing, Coling 2018, Santa Fe, 2018. Published Soares, C.; Batista, F.; Ribeiro, R.. "A simplified method to enhance the analysis for new information systems in corporate environments". Paper presented in 12th Iberian Conference on Information Systems and Technologies, CISTI 2017, Lisbon, 2017. Published • 10.23919/CISTI.2017.7975905 Solera-Ureña, R.; Moniz, H.; Batista, F.; Cabarrão, R.; Pompili, A.; Astudillo, R.; Campos, J.; Paiva, A.; Trancoso, I.. "A semi-supervised learning approach for acoustic-prosodic personality perception in under-resourced domains". Paper presented in 18th Annual Conference of the International Speech Communication Association, INTERSPEECH 2017, --, 2017. Published • 10.21437/Interspeech.2017-1732 Sousa, M.; Trancoso, I.; Moniz, H.; Batista, F.. "Prosodic exercises for children with ASD via virtual therapy". Paper presented in Atas da Conferência Jornadas SUPERA 2017, --, 2017. Published Carvalho, J. P.; Rosa, H.; Batista, F.. "Detecting relevant tweets in very large tweet collections: the London Riots case study". Paper presented in 2017 IEEE International Conference on Fuzzy Systems, FUZZ 2017, Naples, 2017. Published • 10.1109/FUZZ-IEEE.2017.8015635 Pascoal, R.; Ribeiro, R.; Batista, F.; de Almeida, A.. "Adapting speech recognition in augmented reality for mobile devices in outdoor environments". Paper presented in 6th Symposium on Languages, Applications and Technologies (SLATE 2017), Porto, 2017. Published • 10.4230/OASIcs.SLATE.2017.21 Batista, F.; Curto, P.; Trancoso, I.; Abad, A.; Ferreira, J.; Ribeiro, E.; Moniz, H.; Matos, D. M. de.; Ribeiro, R.. "SPA: Web-based platform for easy access to speech processing modules". Paper presented in LREC 2016, Tenth International Conference on Language Resources and Evaluation, Portorož, Slovenia, 2016. Published A. Jusupova; Batista, F.; Ribeiro, R.. "Characterizing the Personality of Twitter Users based on their Timeline Information". Paper presented in Atas da 16 Conferência da Associacao Portuguesa de Sistemas de Informação, Porto, 2016. Published Cabarrão, V.; Trancoso, I.; Mata, A. I.; Moniz, H.; Batista, F.. "Global analysis of entrainment in dialogues". Paper presented in Advances in Speech and Language Technologies for Iberian Languages. IberSPEECH 2016. Lecture Notes in Computer Science, Lisbon, 2016. Published • 10.1007/978-3-319-49169-1_21 Solera-Ureña, R.; Moniz, H.; Batista, F.; Astudillo, R. F.; Campos, J.; Paiva, A.; Trancoso, I.. "Acoustic-prosodic automatic personality trait assessment for adults and children". Paper presented in Advances in Speech and Language Technologies for Iberian Languages. IberSPEECH 2016. Lecture Notes in Computer Science, --, 2016. Published • 10.1007/978-3-319-49169-1_19 Vicente, M.; Batista, F.; Carvalho, J. P.. "Improving Twitter gender classification using multiple classifiers". Paper presented in Proceedings of ESCIM 2016, Sofia, 2016. Published Barreiro, A.; Batista, F.. "Machine translation of non-contiguous multiword units". Paper presented in Workshop on Discontinuous Structures in Natural Language Processing (DiscoNLP 2016), San Diego, California, USA, 2016. Published Lerner, A.; Silber-Varod, V.; Batista, F.; Moniz, H.. "In search of the role’s footprints in client-therapist dialogues". Paper presented in Proceedings of the International Conference on Speech Prosody 2016, Boston, USA, 2016. Published • 10.21437/SpeechProsody.2016-82 Ribeiro, E.; Batista, F.; Trancoso, I.; Ribeiro, R.; Matos, D. M. de.. "Automatic detection of hyperarticulated speech". Paper presented in Advances in Speech and Language Technologies for Iberian Languages. IberSPEECH 2016. Lecture Notes in Computer Science, Lisboa, 2016. Published • 10.1007/978-3-319-49169-1_18 Vicente, M.; Batista, F.; Carvalho, J. P.. "Creating extended gender labelled datasets of Twitter users". Paper presented in Information Processing and Management of Uncertainty in Knowledge-Based Systems. Communications in Computer and Information Science, Eindhoven, 2016. Published • 10.1007/978-3-319-40581-0_56 Brogueira, G.; Batista, F.; Carvalho, J.. "Sistema inteligente de recolha, armazenamento e visualização de informação proveniente do twitter". Paper presented in Atas da 15 Conferência da Associacao Portuguesa de Sistemas de Informação (CAPSI 2015), Lisboa, 2015. Published • capsi.v15.418-439 Vicente, M.; Carvalho, J. P. ; Batista, F.. "Using unstructured profile information for gender classification of Portuguese and English". Paper presented in SLATE 2015: 4th International Symposium on Languages, Applications and Technologies: Languages, Applications and Technologies, --, 2015. Published • 10.1007/978-3-319-27653-3_6 J. Lopes; G. Salvi; G. Skantze; Abad, A.; J. Gustafson; Batista, F.; R. Meena; Trancoso, I.. "Detecting Repetitions in Spoken Dialogue Systems Using Phonetic Distances". Paper presented in Proc. of Interspeech 2015, 2015. Published Batista, F.; João P. Carvalho. "Text based classification of companies in CrunchBase". Paper presented in IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2015), Istambul, Turkey, 2015. Published • 10.1109/FUZZ-IEEE.2015.7337892 Gaspar Brogueira; Batista, F.; João P. Carvalho. "Using Geolocated Tweets for Characterization of Portuguese Administrative Regions". Paper presented in In Proc. of 18th AGILE International Conference on Geographic Information Science, 2015. Published Gaspar Brogueira; Batista, F.; João P. Carvalho. "Arquitetura e Desenvolvimento de um Repositório de Tweets em Português Europeu". Paper presented in Actas das 5as Jornadas de Informática da Universidade de Évora (JIUE 2015), 2015. Published Julião, M.; Silva, J.; Aguiar, A.; Moniz, H.; Batista, F.. "Speech features for discriminating stress using branch and bound wrapper search". Paper presented in IV Symposium on Languages, Applications and Tecnologies (SLATE'15), Proceedings, Madrid, 2015. Published M. Vicente; Batista, F.; João P. Carvalho. "Twitter gender classification using user unstructured information". Paper presented in Proc. of IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2015. Published • 10.1109/FUZZ-IEEE.2015.7338102 Vera Cabarrão; Moniz, H.; J. Ferreira; Batista, F.; Trancoso, I.; Mata, Ana I.. "Prosodic classification of discourse markers". Paper presented in Proc. of ICPHS: 18th International Congress of Phonetic Sciences, 2015. Published Moniz, H.; A. Pompilli; Batista, F.; Trancoso, I.; Abad, A.; C. Amorim. "Automatic recognition of prosodic patterns in semantic verbal fluency tests - an animal naming task for edutainment applications". Paper presented in Proc. of ICPHS: 18th International Congress of Phonetic Sciences, 2015. Published E. Ribeiro; J. Ferreira; J. Olcoz; Abad, A.; Moniz, H.; Batista, F.; Trancoso, I.. "Combining Multiple Approaches to Predict the Degree of Nativeness". Paper presented in Proc. of Interspeech 2015, 2015. Published Moniz, H.; Batista, F.; Mata, Ana I.; Trancoso, I.. "Discriminação automática de sinais de pontuação e de disfluências". Paper presented in Textos Selecionados do XXIX Encontro Nacional da Associação Portuguesa de Linguística, --, 2014. Published Gaspar Brogueira; Batista, F.; João P. Carvalho; Moniz, H.. "Expanding a Database of Portuguese Tweets". Paper presented in 3rd Symposium on Languages, Applications and Technologies, 2014. Published • 10.4230/OASIcs.SLATE.2014.275 Barreiro, A.; Monti, J.; Orliac, B.; Preuß, S.; Arrieta, K.; Ling, W.; Batista, F.; Trancoso, I.. "Linguistic evaluation of support verb constructions by OpenLogos and google translate". Paper presented in Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC 2014), Reykjavik, 2014. Published Vera Cabarrão; Moniz, H.; Batista, F.; Ribeiro, R.; Mamede, N.; Meinedo, H.; Trancoso, I.; Mata, Ana I.; de Matos, D.. "Revising the Annotation of a Broadcast News Corpus: a Linguistic Approach". Paper presented in Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Reykjavik, Iceland, 2014. Published Barreiro, A.; Batista, F.; Ribeiro, R.; Moniz, H.; Trancoso, I.. "OpenLogos Semantico-Syntactic Knowledge-Rich Bilingual Dictionaries". Paper presented in Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Reykjavik, Iceland, 2014. Published Mata, A.; Moniz, H.; Móia, T.; Gonçalves, A.; Silva, F.; Batista, F.; Duarte, I.; Oliveira, F.; Falé, I.. "Prosodic, syntactic, semantic guidelines for topic structures across domains and corpora". Paper presented in Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), Reykjavik, 2014. Published Hugo Rosa; João P. Carvalho; Batista, F.. "Detecting a Tweet’s Topic within a Large Number of Portuguese Twitter Trends". Paper presented in 3rd Symposium on Languages, Applications and Technologies, 2014. Published • 10.4230/OASIcs.SLATE.2014.185 Mata, A.; Moniz, H.; Batista, F.; Hirschberg, J.. "Teenage and adult speech in school context: building and processing a corpus of European Portuguese". Paper presented in Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC 2014), Reykjavik, 2014. Published Gaspar Brogueira; Batista, F.; João P. Carvalho; Moniz, H.. "Portuguese Geolocated Tweets: An Overview". Paper presented in Proceedings of the International Conference on Information Systems and Design of Communication, New York, NY, USA, 2014. Published • 10.1145/2618168.2618200 Rosa, H.; Batista, F.; Carvalho, J.. "Twitter topic fuzzy fingerprints". Paper presented in 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE): Proceedings, Beijing, 2014. Published • 10.1109/FUZZ-IEEE.2014.6891781 Moniz, H.; Mata, Ana I.; Julia Hirschberg; Batista, F.; Andrew Rosenberg; Trancoso, I.. "Extending AuToBI to Prominence Detection in European Portuguese". Paper presented in Speech Prosody, Dublin, Ireland, 2014. Published Medeiros, H.; Batista, F.; Moniz, H.; Trancoso, I.; Nunes, L.. "Comparing different machine learning approaches for disfluency structure detection in a corpus of university lectures". Paper presented in 2nd Symposium on Languages, Applications and Technologies, SLATE 2013, Porto, 2013. Published • 10.4230/OASIcs.SLATE.2013.259 Barreiro, A.; Monti, J.; Orliac, B.; Batista, F.. "When Multiwords Go Bad in Machine Translation". Paper presented in Proceedings of the Workshop on Multi-word Units in Machine Translation and Translation Technology, Nice, France, 2013. Published João P. Carvalho; Calais Pedro, V.; Batista, F.. "Towards Intelligent Mining of Public Social Networks' Influence in Society". Paper presented in IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), Edmonton, Canada, 2013. Published • 10.1109/IFSA-NAFIPS.2013.6608447 Medeiros, H.; Moniz, H.; Batista, F.; Trancoso, I.; Nunes, L.. "Disfluency detection based on prosodic features for university lectures". Paper presented in Proceedings of the 14th Annual Conference of the International Speech Communication Association (INTERSPEECH 2013), Lyon, 2013. Published • 10.21437/Interspeech.2013-605 Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. "Automatic structural metadata identification based on multilayer prosodic information". Paper presented in Proceedings of Disfluency in Spontaneous Speech, DiSS 2013, Stockholm, Sweden, 2013. Published Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. "Análise de interrogativas em diferentes domínios". Paper presented in Textos Seleccionados do XXVII Encontro Nacional da APL, Lisboa, 2012. Published Moniz, H.; Batista, F.; Mata, Ana I.; Trancoso, I.. "Analysis of disfluencies in a corpus of university lectures". Paper presented in 5th ISEL Conf. on Experimental Linguistics, Athens, 2012. Published João P. Carvalho; Batista, F.; L. Coheur. "A Critical Survey on the use of Fuzzy Sets in Speech and Natural Language Processing". Paper presented in IEEE World Congress on Computational Intelligence (IEEE-WCCI), Brisbane, Australia, 2012. Published • 10.1109/FUZZ-IEEE.2012.6250803 Pellegrini, T; Moniz, H.; Batista, F.; Trancoso, I.; Astudillo, R.. "Extension of the LECTRA corpus: classroom LECture TRAnscriptions in European Portuguese". Paper presented in Speech and Corpora, Belo Horizonte, 2012. Published Moniz, H.; Batista, F.; Meinedo, H.; Abad, A.; Trancoso, I.; Mata, Ana I.; Mamede, N.. "Prosodically-based automatic segmentation and punctuation". Paper presented in Speech Prosody 2010, --, 2010. Published Batista, F.; Moniz, H.; Trancoso, I.; Meinedo, H.; Mata, Ana I.; Mamede, N.. "Extending the punctuation module for European Portuguese". Paper presented in Interspeech 2010, Makuhari, 2010. Published Batista, F.; Trancoso, I.; Mamede, N.. "Comparing automatic rich transcription for portuguese, spanish and english broadcast news". Paper presented in Automatic Speech Recognition \& Understanding, 2009. ASRU 2009. IEEE Workshop on, 2009. Published • 10.1109/ASRU.2009.5373371 Batista, F.; Trancoso, I.; Mamede, N.. "Automatic Recovery of Punctuation Marks and Capitalization Information for Iberian Languages". Paper presented in I Joint SIG-IL/Microsoft Workshop on Speech An Language Technologies for Iberian Languages, Porto Salvo, Portugal, 2009. Published Batista, F.; Mamede, N.; Trancoso, I.. "Language Dynamics and Capitalization using Maximum Entropy". Paper presented in Proc. of ACL-08: HLT, Short Papers, 2008. Published Batista, F.; Mamede, N.; Trancoso, I.. "Temporal Issues and Recognition Errors on the Capitalization of Speech Transcriptions". Paper presented in 11th International Conference on Text, Speech and Dialogue (TSD 2008), 2008. Published • 10.1007/978-3-540-87391-4_8 Batista, F.; R. Amaral; Trancoso, I.; Mamede, N.. "Impact of dynamic model adaptation beyond speech recognition". Paper presented in Proc. of SLT 2008, 2008. Published • 10.1109/SLT.2008.4777894 Mendes, Ana Cristina; L. Coheur; Mamede, N.; Ribeiro, R.; de Matos, D.; Batista, F.. "QA@L2F, first steps at QA@CLEF". Paper presented in Advances in Multilingual and Multimodal Information Retrieval, 2008. Published • 10.1007/978-3-540-85760-0_45 Batista, F.; Mamede, N.; Trancoso, I.. "The impact of Language Dynamics on the Capitalization of Broadcast News". Paper presented in Interspeech 2008, 2008. Published Mendes, Ana Cristina; L. Coheur; Mamede, N.; L. Romão; J. Loureiro; Ribeiro, R.; Batista, F.; de Matos, D.. "QA@L2F@QA@CLEF". Paper presented in Working Notes for the CLEF 2007 Workshop, 2007. Published Batista, F.; D. Caseiro; Mamede, N.; Trancoso, I.. "Recovering Punctuation Marks for Automatic Speech Recognition". Paper presented in Interspeech 2007, 2007. Published J. Baptista; Batista, F.; Mamede, N.. "Building a dictionary of anthroponyms". Paper presented in Computational Processing of the Portuguese Language, 2006. Published • 10.1007/11751984_3 Ribeiro, R.; Batista, F.; Paulo, J.; Mamede, N.; Pinto, H.. "Cooking an ontology". Paper presented in AIMSA 2006: Artificial intelligence: methodology, systems, and applications, Conference proceedings, --, 2006. Published • 10.1007/11861461_23 L. Coheur; Batista, F.; Mamede, N.. "Towards a flexible syntax/semantics interface". Paper presented in Proceedings of the Herramientas y Recursos Lingu{\i}sticos para el Espanol y el Portugués workshop, 2004. Published L. Coheur; Batista, F.; J. Paulo. "JaVaLI!: understanding real questions". Paper presented in EUROLAN 2003 student workshop: Applied Natural Language Processing, possible applications for the Semantic Web, Bucharest, Romania, July, 2003. Published Batista, F.; Mamede, N.. "SuSAna: Módulo multifuncional da análise sintáctica de superf{\i}cie". Paper presented in Proc. Multilingual Information Access and Natural Language Processing Workshop (IBERAMIA 2002), --, 2002. Published L. Wittmann; Ribeiro, R.; T. Pêgo; Batista, F.. "Some Language Resources and Tools for Computational Processing of Portuguese at INESC". Paper presented in Proceedings of the 2nd International Conference on Language Resources and Evaluation - LREC 2000, 2000. Published
Edited book	M.J. Lesot; S. Vieira; M. Reformat; João P. Carvalho; Batista, F.; Bernadette Bouchon-Meunier; Ronald R. Yager. Information Processing and Management of Uncertainty in Knowledge-Based Systems: 20th International Conference, IPMU 2024, Lisbon, Portugal, July 22-26, 2024, Proceedings, Volume 1. Springer Science and Business Media LLC. 2024. Published • 10.1007/978-3-031-74003-9 • Editor Vládia Pinheiro; Pablo Gamallo; Raquel Amaro; Carolina Scarton; Batista, F.; Diego Silva; Catarina Magro; Hugo Pinto. Computational Processing of the Portuguese Language: 15th International Conference, PROPOR 2022, Fortaleza, Brazil, March 21–23, 2022, Proceedings. Springer International Publishing. 2022. Published • Editor Paulo Quaresma; Renata Vieira; Sandra Aluísio; Moniz, H.; Batista, F.; Teresa Gonçalves. Computational Processing of the Portuguese Language: 14th International Conference, PROPOR 2020, Evora, Portugal, March 24, 2020, Proceedings. Évora, Portugal: Springer International Publishing. 2020. Published • Editor A. Martins; Moniz, H.; S. Fumega; Bruno Martins; Batista, F.; L. Coheur; C. Parra; et al. Proceedings of the 22nd Annual Conference of the European Association for Machine Translation. Online (in place of Lisbon), Portugal: European Association for Machine Translation. 2020. Published • Editor Ricardo Rodrigues; Jan Janoušek; Luís Ferreira; L. Coheur; Batista, F.; Hugo Oliveira. 8th Symposium on Languages, Applications and Technologies. --, Portugal: Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik. 2019. Published • Editor Abad, A.; A. Ortega; António Teixeira; C. Mateo; C. Hinarejos; F. Perdigão; Batista, F.; Mamede, N.. Advances in Speech and Language Technologies for Iberian Languages. Springer International Publishing. 2016. Published • Editor
Journal article	Nascimento, P.; Ferreira, J. C.; Batista, F.. "Automatic transcription system for parliamentary debates in the context of assembly of the republic of Portugal". International Journal of Speech Technology N/A (2024): https://link.springer.com/article/10.1007/s10772-024-10126-4. Published • 10.1007/s10772-024-10126-4 Bico, M. I.; Baptista, J.; Batista, F.; Cardeira, E.. "Enriching Portuguese medieval texts with named entity recognition". International Journal of Humanities and Arts Computing 18 1 (2024): 109-124. https://www.euppublishing.com/loi/ijhac. Published • 10.3366/ijhac.2024.0324 Fonseca, A.; Pontes, C.; Moro, S.; Batista, F.; Ribeiro, R.; Guerra, R.; Carvalho, P.; Marques, C.; Silva, C.. "Analyzing hate speech dynamics on Twitter/X: Insights from conversational data and the impact of user interaction patterns". Heliyon 10 11 (2024): https://www.cell.com/heliyon/home. Published • 10.1016/j.heliyon.2024.e32246 Ramos, G.; Batista, F.; Ribeiro, R.; Fialho, P.; Moro, S.; Fonseca, A.; Guerra, R.; et al. "Leveraging transfer learning for hate speech detection in Portuguese social media posts". IEEE Access 12 (2024): 101374-101389. https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=6287639. Published • 10.1109/ACCESS.2024.3430848 Ramos, G.; Batista, F.; Ribeiro, R.; Fialho, P.; Moro, S.; Fonseca, A.; Guerra, R.; et al. "A comprehensive review on automatic hate speech detection in the age of the transformer". Social Network Analysis and Mining 14 1 (2024): https://link.springer.com/journal/13278. Published • 10.1007/s13278-024-01361-3 Carvalho, P.; Caled, D.; Silva, C.; Batista, F.; Ribeiro, R.. "The expression of hate speech against Afro-descendant, Roma, and LGBTQ+ communities in YouTube comments". Journal of Language Aggression and Conflict N/A (2023): https://www.benjamins.com/catalog/jlac. Published • 10.1075/jlac.00085.car Peixoto, A. R.; Almeida, A. de.; Antonio, N.; Batista, F.; Ribeiro, R.; Cardoso, E.. "Unlocking the power of Twitter communities for startups". Applied Network Science 8 (2023): https://appliednetsci.springeropen.com/. Published • 10.1007/s41109-023-00593-0 Coelho, J.; Mano, D.; Paula, B.; Coutinho, C.; Oliveira, J.; Ribeiro, R.; Batista, F.. "Semantic similarity for mobile application recommendation under scarce user data". Engineering Applications of Artificial Intelligence 121 (2023): https://www.sciencedirect.com/journal/engineering-applications-of-artificial-intelligence. Published • 10.1016/j.engappai.2023.105974 Peixoto, A.; de Almeida, A.; Antonio, N.; Batista, F.; Ribeiro, R.. "Diachronic profile of startup companies through social media". Social Network Analysis and Mining 13 (2023): https://link.springer.com/article/10.1007/s13278-023-01055-2. Published • 10.1007/s13278-023-01055-2 Taborda, B.; de Almeida, A.; Dias, J. C.; Batista, F.; Ribeiro, R.. "SA-MAIS: Hybrid automatic sentiment analyser for stock market". Journal of Information Science N/A (2023): https://doi.org/10.1177/01655515231171361. Published • 10.1177/01655515231171361 Santos, M.; Ribeiro, R.; Batista, F.; Correia, A.. "Examining Airbnb guest satisfaction tendencies: A text mining approach". Current Issues in Tourism 25 22 (2022): 3607-3622. https://doi.org/10.1080/13683500.2022.2115877. Published • 10.1080/13683500.2022.2115877 Santos, M.; Correia, A.; Ribeiro, R.; Batista, F.. "What are Airbnb hosts advertising? A longitudinal essay in Lisbon". Consumer Behavior in Tourism and Hospitality 17 3 (2022): 312-325. https://www.emerald.com/insight/content/doi/10.1108/CBTH-10-2021-0253/full/html. Published • 10.1108/CBTH-10-2021-0253 Azinhaes, J.; Batista, F.; Ferreira, J.. "eWOM for public institutions: application to the case of the Portuguese Army". Social Network Analysis and Mining 11 1 (2021): https://www.springer.com/journal/13278. Published • 10.1007/s13278-021-00837-w Guerreiro, N. M.; Rei, R.; Batista, F.. "Towards better subtitles: A multilingual approach for punctuation restoration of speech transcripts". Expert Systems with Applications 186 (2021): https://www.sciencedirect.com/science/article/pii/S0957417421011180. Published • 10.1016/j.eswa.2021.115740 Fernandes, E.; Moro, S.; Cortez, P.; Batista, F.; Ribeiro, R.. "A data-driven approach to measure restaurant performance by combining online reviews with historical sales data". International Journal of Hospitality Management 94 (2020): https://www.sciencedirect.com/journal/international-journal-of-hospitality-management. Published • 10.1016/j.ijhm.2020.102830 Moro, S.; Batista, F.; Rita, P.; Oliveira, C.; Ribeiro, R.. "Are the States United? An analysis of US hotels’ offers through TripAdvisor’s eyes". Journal of Hospitality and Tourism Research 43 7 (2019): 1112-1129. https://journals.sagepub.com/doi/10.1177/1096348019854793. Published • 10.1177/1096348019854793 Antonio, N.; de Almeida, A.; Nunes, L.; Batista, F.; Ribeiro, R.. "Hotel online reviews: different languages, different opinions". Information Technology and Tourism 18 1-4 (2019): 157-185. https://link.springer.com/article/10.1007%2Fs40558-018-0107-x. Published • 10.1007/s40558-018-0107-x Solera-Ureña, R.; Moniz, H.; Batista, F.; Cabarrão, V.; Pompili, A.; Astudillo, R.; Trancoso, I.. "Uma abordagem de aprendizagem semissupervisionada para a classificação automática de personalidade baseada em pistas acústico-prosódicas". Revista da Associação Portuguesa de Linguística 5 (2019): 348-364. http://ojs.apl.pt/index.php/RAPL/article/view/21. Published • 10.26334/2183-9077/rapln5ano2019a23 Cabarrão, V.; Batista, F.; Moniz, H.; Trancoso, I.; Mata, A. I.. "Adaptação acústico-prosódica local em Português Europeu". Revista da Associação Portuguesa de Linguística 5 (2019): 79-94. http://ojs.apl.pt/index.php/RAPL/article/view/5. Published • 10.26334/2183-9077/rapln5ano2019a7 Moro, S.; Rita, P.; Oliveira, C.; Batista, F.; Ribeiro, R.. "Leveraging national tourist offices through data analytics". International Journal of Culture, Tourism, and Hospitality Research 12 4 (2018): 420-426. https://www.emeraldinsight.com/loi/ijcthr. Published • 10.1108/IJCTHR-04-2018-0051 Antonio, N.; de Almeida, A. M.; Nunes, L.; Batista, F.; Ribeiro, R.. "Hotel online reviews: creating a multi-source aggregated index". International Journal of Contemporary Hospitality Management 30 12 (2018): 3574-3591. https://www.emeraldinsight.com/doi/abs/10.1108/IJCHM-05-2017-0302. Published • 10.1108/IJCHM-05-2017-0302 Cabarrão, V.; Moniz, H.; Batista, F.; Ferreira, J.; Trancoso, I.; Mata, A. I.. "Cross-domain analysis of discourse markers in European Portuguese". Dialogue and Discourse 9 1 (2018): 79-106. http://www.dialogue-and-discourse.org. Published • 10.5087/dad.2018.103 Cabarrão, V.; Moniz, H.; Batista, F.; Trancoso, I.; Mata, A. I.. "Adaptação acústico-prosódica entre falantes". Revista da Associação Portuguesa de Linguística 4 (2018): 18-33. https://ojs.apl.pt/index.php/rapl/article/view/28. Published • 10.26334/2183-9077/rapln4ano2018a28 Brogueira, G.; Batista, F.; Carvalho, J. P.. "A smart system for twitter corpus collection, management and visualization". International Journal of Technology and Human Interaction 13 3 (2017): 13-32. http://www.igi-global.com/article/a-smart-system-for-twitter-corpus-collection-management-and-visualization/181658. Published • 10.4018/IJTHI.2017070102 Rebelo, C.; Pereira, I.; Rosa, H.; Batista, F.; Carvalho, J. P.. "Twitter: de espaço de mobilização a espaço de comentário. O caso do meet do Vasco da Gama". Observatorio (OBS)* 11 4 (2017): 19-41. http://obs.obercom.pt/index.php/obs. Published • 10.15847/obsOBS1142017949 Carvalho, J. P.; Rosa, H.; Brogueira, G.; Batista, F.. "MISNIS: an intelligent platform for Twitter topic mining". Expert Systems with Applications 89 (2017): 374-388. http://www.sciencedirect.com/science/article/pii/S0957417417305316. Published • 10.1016/j.eswa.2017.08.001 Brogueira, G.; Batista, F.; Carvalho, J. P.. "Using geolocated tweets for characterization of Twitter in Portugal and the Portuguese administrative regions". Social Network Analysis and Mining 6 1 (2016): http://link.springer.com/article/10.1007%2Fs13278-016-0347-8. Published • 10.1007/s13278-016-0347-8 Cabarrão, V.; Moniz, H.; Ferreira, J.; Batista, F.; Trancoso, I.; Mata, Ana I.; Curto, S.. "Classificação prosódica de marcadores discursivos". Revista da Associação Portuguesa de Linguística 2 (2016): 69-75. http://ojs.letras.up.pt/index.php/APL/article/view/1567/1390. Published • 10.21747/2183-9077/rapl2a4 Mata, Ana I.; Moniz, H.; Batista, F.. "Comparing phrase-final patterns across speech styles and groups in European Portuguese". Nouveaux Cahiers de Linguistique française 31 (2014): 171-176. http://clf.unige.ch/num.php?numero=31. Published Moniz, H.; Batista, F.; Mata, A. I.; Trancoso, I.. "Speaking style effects in the production of disfluencies". Speech Communication 65 (2014): 20-35. http://www.sciencedirect.com/science/article/pii/S0167639314000430. Published • 10.1016/j.specom.2014.05.004 Barreiro, A.; Ling, W; Coheur, L.; Batista, F.; Trancoso, I.. "Projetos sobre tradução automática do português no laboratório de sistemas de língua falada do INESC-ID". Linguamática (2014): http://linguamatica.com/index.php/linguamatica/article/view/v6n2-6. Batista, F.; Ribeiro, R.. "Sentiment analysis and topic classification based on binary maximum entropy classifiers". Procesamiento del Lenguaje Natural 50 (2013): 77-84. http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/4662. Published Batista, F.; Moniz, H.; Trancoso, I.; Mamede, N.; Mata, A. I.. "Extending automatic transcripts in a unified data representation towards a prosodic-based metadata annotation and evaluation". Journal of Speech Sciences 2 2 (2012): 115-138. http://www.journalofspeechsciences.org/. Published Batista, F.; Moniz, H.; Trancoso, I.; Mamede, N.. "Bilingual Experiments on Automatic Recovery of Capitalization and Punctuation of Automatic Speech Transcripts". IEEE Transactions on Audio, Speech, and Language Processing 20 2 (2012): 474-485. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6135544&contentType=Journals+%26+Magazines&sortType%3Dasc_p_Sequence%26filter%3DAND%28p_IS_Number%3A6099652%29. Published • 10.1109/TASL.2011.2159594 Batista, F.; Caseiro, D.; Mamede, N.; Trancoso, I.. "Recovering capitalization and punctuation marks for automatic speech recognition: case study for Portuguese broadcast news". Speech Communication 50 10 (2008): 847-862. http://www.sciencedirect.com/science/article/pii/S0167639308000812?via%3Dihub. Published • 10.1016/j.specom.2008.05.008
Working paper	Batista, F.; Mamede, N.. 2012. "Recovering Capitalization and Punctuation Marks on Speech Transcriptions". http://www.propor2012.org/callforthesis.html. Batista, F.; Paulo, J.; Mamede, N.; Ribeiro, R.; Vaz, Paula Cristina. 2006. "Ontology construction: cooking domain". https://www.inesc-id.pt/ficheiros/publicacoes/3615.pdf.

Other

Other output

Online Hate Speech: How discursive phenomena and rhetorical mechanisms influence negative emotions?. XXXI Meeting of the Portuguese Association of Classification and Data Analysis (JOCLAD 2024). 2024. Marques, C.; Guerra, R.; Carvalho, P.; Sarroeira, R.; Fonseca, A.; Batista, F.; Ribeiro, R.; Moro, S.. https://sites.google.com/view/joclad2024.
Unveiling research on social networks in the Portuguese language. NetSci - International School and Conference on Network Science. 2024. Moro, S.; Fonseca, A.; pontes, C.; Batista, F.; Ribeiro, R.; Marques, C.; Carvalho, P.; Silva, C.; Guerra, R.. https://netsci2024.com/en.
Characterization of user positioning in online social media, application to hate speech conversations. NetSci - International School and Conference on Network Science. 2024. Fonseca, A.; Moro, S.; pontes, C.; Batista, F.; Ribeiro, R.; Marques, C.; Carvalho, P.; Silva, C.; Guerra, R.. https://netsci2024.com/en.
A utilização de Plataformas de IA por estudantes de licenciatura. CIDU 2024 - XIII Congresso Ibero-americano de Docência Universitária. 2024. Ramos, M.; Batista, F.. https://www.cidu2024.com/pt/.
Plágio, IA e conduta académica: conceitos, práticas e novos desafios.. Sessões Pedagógicas. 2024. Ramos, M.; Batista, F..
Web of Science Citation Gaps: An Automatic Approach to Detect Indexed but Missing Citations. Symposium on Languages, Applications and Technologies. 2023. Rodrigues, D.; Lopes, A. L.; Batista, F.. https://slate-conf.org/2023.
Stock Market Tweets Data. IEEE Dataport. 2021. Taborda, B.; de Almeida, A.; Dias, J. C.; Batista, F.; Ribeiro, R..
10.21227/g8vy-5w61
Multilingual Simultaneous Sentence End and Punctuation Prediction. Swiss Text Analytics Conference 2021. 2021. Ricardo Rei; Batista, F.; Nuno Miguel Guerreiro; L. Coheur. https://www.swisstext.org.
Book of Abstracts of IPMU 2020. IPMU 2020. 2020. João P. Carvalho; M. Reformat; M.J. Lesot; S. Vieira; Batista, F.. https://ipmu2020.inesc-id.pt/.
Detection of Emerging Words in Portuguese Tweets. 9th Symposium on Languages, Applications and Technologies (SLATE 2020). 2020. Afonso Pinto; Moniz, H.; Batista, F.. http://slate-conf.org/2020/.
Affective analysis of customer service calls. 10th International Conference of Experimental Linguistics (ExLing 2019). 2019. Vera Cabarrão; M. Julião; R. Solera-Ureña; Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. https://exlingsociety.com/past-exlings/exling-2019/home-2019.html.
Affective computing based on acoustic-prosodic cues. --. 2019. Moniz, H.; R. Solera-Ureña; Vera Cabarrão; M. Julião; Batista, F.; Trancoso, I..
Discovering trends in brand interest through topic models. 10th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. 2018. Diana Lopes-Teixeira; Batista, F.; Ribeiro, R..
Adapting Speech Recognition in Augmented Reality for Mobile Devices in Outdoor Environments. 6th Symposium on Languages, Applications and Technologies (SLATE 2017). 2017. Rui Pascoal; Ribeiro, R.; Batista, F.; de Almeida, A.. http://drops.dagstuhl.de/opus/volltexte/2017/7954.
A Simplified Method to Enhance the Analysis for new Information Systems in Corporate Environments. Proc. of CISTI'2017: 12th Iberian Conference on Information Systems and Technologies. 2017. Carlos Soares; Batista, F.; Ribeiro, R.. http://rpsonline.com.sg/rps2prod/cisti2017-proceedings/html/415.xml.
Machine Translation of Non-Contiguous Multiword Units. DiscoNLP 2016 - NAACL HLT 2016 Workshop on Discontinuous Structures in NLP. 2016. Barreiro, A.; Batista, F..
Improving Twitter gender classification using multiple classifiers. Proc. of the 8th European Symposium on Computational Intelligence and Mathematics (ESCIM 2016). 2016. M. Vicente; Batista, F.; João P. Carvalho. http://escim2016.uca.es/wp-content/uploads/2016/10/ESCIM-2016-Proceedings.pdf.
Detecting violence on movie excerpts - A machine-learning approach based on audio and video features. INForum 2016. 2016. Dias, L.; Brandão, T.; Batista, F..
Assessing User Expertise in Spoken Dialog System Interactions. IberSPEECH 2016. 2016. E. Ribeiro; Batista, F.; Trancoso, I.; J. Lopes; Ribeiro, R.; de Matos, D.. https://iberspeech2016.inesc-id.pt/index.php/program-at-a-glance/.
Characterizing the Personality of Twitter Users based on their Timeline Information. Atas da 16 Conferência da Associacao Portuguesa de Sistemas de Informação. 2016. A. Jusupova; Batista, F.; Ribeiro, R.. https://dl.dropboxusercontent.com/u/7995894/CAPSI%202016%20-%20Ebook.pdf.
Creating Extended Gender Labelled Datasets of Twitter Users. IPMU2016 - 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based systems. 2016. M. Vicente; Batista, F.; João P. Carvalho. http://is.ieis.tue.nl/ipmu/files/IPMU2016BookofAbstracts.pdf.
Prosodic classification of discourse markers. Proc. of ICPHS: 18th International Congress of Phonetic Sciences. 2015. Vera Cabarrão; Moniz, H.; J. Ferreira; Batista, F.; Trancoso, I.; Mata, Ana I..
Using Unstructured Profile Information for Gender Classification of English and Portuguese Twitter users.. Symposium on Languages, Applications and Tecnologies (SLATE'15). 2015. M. Vicente; João P. Carvalho; Batista, F..
Combining Multiple Approaches to Predict the Degree of Nativeness. Proc. of Interspeech 2015. 2015. E. Ribeiro; J. Ferreira; J. Olcoz; Abad, A.; Moniz, H.; Batista, F.; Trancoso, I..
Speech Features for Discriminating Stress Using Branch and Bound Wrapper Search. IV Symposium on Languages, Applications and Tecnologies (SLATE'15). 2015. M. Julião; J. Silva; A. Aguiar; Moniz, H.; Batista, F..
Twitter gender classification using user unstructured information. Proc. of IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). 2015. M. Vicente; Batista, F.; João P. Carvalho. http://fuzzieee2015.org.
Speech Features for Discriminating Stress Using Bound and Branch Wrapper Search.. Symposium on Languages, Applications and Tecnologies (SLATE'15). 2015. M. Julião; J. Silva; A. Aguiar; Moniz, H.; Batista, F..
Sistema Inteligente de Recolha, Armazenamento e Visualizacao de Informacao proveniente do Twitter. Atas da 15 Conferência da Associacao Portuguesa de Sistemas de Informação. 2015. Gaspar Brogueira; Batista, F.; João P. Carvalho.
Detecting Repetitions in Spoken Dialogue Systems Using Phonetic Distances. Proc. of Interspeech 2015. 2015. J. Lopes; G. Salvi; G. Skantze; Abad, A.; J. Gustafson; Batista, F.; R. Meena; Trancoso, I..
Arquitetura e Desenvolvimento de um Repositório de Tweets em Português Europeu. Actas das 5as Jornadas de Informática da Universidade de Évora (JIUE 2015). 2015. Gaspar Brogueira; Batista, F.; João P. Carvalho.
Text based classification of companies in CrunchBase. IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2015). 2015. Batista, F.; João P. Carvalho. http://fuzzieee2015.org.
Using Unstructured Profile Information for Gender Classification of Portuguese and English Twitter users.. IV Symposium on Languages, Applications and Tecnologies (SLATE'15). 2015. M. Vicente; João P. Carvalho; Batista, F..
Using Geolocated Tweets for Characterization of Portuguese Administrative Regions. In Proc. of 18th AGILE International Conference on Geographic Information Science. 2015. Gaspar Brogueira; Batista, F.; João P. Carvalho.
Automatic recognition of prosodic patterns in semantic verbal fluency tests - an animal naming task for edutainment applications. Proc. of ICPHS: 18th International Congress of Phonetic Sciences. 2015. Moniz, H.; A. Pompilli; Batista, F.; Trancoso, I.; Abad, A.; C. Amorim.
Comparing phrase-final patterns across speech styles and age groups in European Portuguese. 3rd SWIP - Swiss Workshop on Prosody. 2014. Mata, Ana I.; Moniz, H.; Batista, F..
Twitter Topic Fuzzy Fingerprints. WCCI2014, FUZZ-IEEE, 2014 IEEE World Congress on Computational Intelligence, International Conference on Fuzzy Systems. 2014. Hugo Rosa; Batista, F.; João P. Carvalho. http://www.ieee-wcci2014.org.
Predição de proeminência prosódica com base no sistema automático AuToBI. XXX ENCONTRO NACIONAL DA ASSOCIAÇÃO PORTUGUESA DE LINGUÍSTICA. 2014. Moniz, H.; Mata, Ana I.; Julia Hirschberg; Batista, F.; Andrew Rosenberg; Trancoso, I..
Expanding a Database of Portuguese Tweets. 3rd Symposium on Languages, Applications and Technologies. 2014. Gaspar Brogueira; Batista, F.; João P. Carvalho; Moniz, H.. http://drops.dagstuhl.de/opus/volltexte/2014/4576.
Analytics of conversational fillers in European Portuguese. International Workshop - Pragmatic Markers, Discourse Markers and Modal Particles. 2014. Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. https://sites.google.com/site/pragmaworkshopcomo/.
Prosodic, Syntactic, Semantic Guidelines for Topic Structures Across Domains and Corpora. Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14). 2014. Mata, Ana I.; Moniz, H.; Telmo Móia; Anabela Gonçalves; Fátima Silva; Batista, F.; Inês Duarte; Fátima Oliveira; Isabel Falé. http://www.lrec-conf.org/proceedings/lrec2014/summaries/1201.html.
A relação prosódia-sintaxe-discurso: anotação e análise de estruturas de tópico em corpora de fala espontânea. XXX ENCONTRO NACIONAL DA ASSOCIAÇÃO PORTUGUESA DE LINGUÍSTICA. 2014. Mata, Ana I.; Moniz, H.; Telmo Móia; Anabela Gonçalves; Fátima Silva; Batista, F.; Inês Duarte; Fátima Oliveira; Isabel Falé.
Discourse markers in spontaneous speech in European Portuguese: a first approach. International Workshop - Pragmatic Markers, Discourse Markers and Modal Particles. 2014. Vera Cabarrão; Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.; Curto, S.. https://sites.google.com/site/pragmaworkshopcomo/programme.
Revising the Annotation of a Broadcast News Corpus: a Linguistic Approach. Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14). 2014. Vera Cabarrão; Moniz, H.; Batista, F.; Ribeiro, R.; Mamede, N.; Meinedo, H.; Trancoso, I.; Mata, Ana I.; de Matos, D.. http://www.lrec-conf.org/proceedings/lrec2014/summaries/1020.html.
Detecting a Tweet’s Topic within a Large Number of Portuguese Twitter Trends. 3rd Symposium on Languages, Applications and Technologies. 2014. Hugo Rosa; João P. Carvalho; Batista, F.. http://drops.dagstuhl.de/opus/volltexte/2014/4569.
Portuguese Geolocated Tweets: An Overview. Proceedings of the International Conference on Information Systems and Design of Communication. 2014. Gaspar Brogueira; Batista, F.; João P. Carvalho; Moniz, H.. http://doi.acm.org/10.1145/2618168.2618200.
OpenLogos Semantico-Syntactic Knowledge-Rich Bilingual Dictionaries. Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14). 2014. Barreiro, A.; Batista, F.; Ribeiro, R.; Moniz, H.; Trancoso, I.. http://www.lrec-conf.org/proceedings/lrec2014/summaries/1155.html.
Extending AuToBI to Prominence Detection in European Portuguese. Speech Prosody. 2014. Moniz, H.; Mata, Ana I.; Julia Hirschberg; Batista, F.; Andrew Rosenberg; Trancoso, I..
Portugal by regions: The contrast between social networks and statistical data reference. INFORUM 2014. 2014. Luis Silva; Ribeiro, R.; Batista, F..
Towards Intelligent Mining of Public Social Networks' Influence in Society. IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS). 2013. João P. Carvalho; Calais Pedro, V.; Batista, F.. http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6608447&url=http%3A%2F%2Fieeexplore.ieee.org%2Fiel7%2F6596206%2F6608358%2F06608447.pdf%3Farnumber%3D6608447.
Experiments on automatic detection of filled pauses using prosodic features. Proceedings of INForum 2013. Track: Gestão de Dados e Conhecimento. 2013. Henrique Medeiros; Moniz, H.; Batista, F.; Trancoso, I.; Meinedo, H.. http://inforum.org.pt/INForum2013/sessoes/gestao-de-dados-e-conhecimento.html.
Natural Language Processing for the Social Sciences. NESS Conference on Media Opinion Dynamics. 2013. Ribeiro, R.; Batista, F.. http://www.nessnet.eu/events-2/media-opinion-dynamics-conference/.
Towards automatic speech processing and intonational labeling for different speaking styles. PaPI 2013. 2013. Moniz, H.; Batista, F.. http://ww3.fl.ul.pt/laboratoriofonetica/papi2013/workshop_prosodic_transcription.html.
When Multiwords Go Bad in Machine Translation. Proceedings of the Workshop on Multi-word Units in Machine Translation and Translation Technology. 2013. Barreiro, A.; Monti, J.; Orliac, B.; Batista, F.. http://www.mtsummit2013.info/files/proceedings/WkSh4_proceedings.pdf.
Automatic structural metadata identification based on multilayer prosodic information. Proceedings of Disfluency in Spontaneous Speech, DiSS 2013. 2013. Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. http://www.diss2013.org/Proceedings_DiSS_2013.pdf.
Sentiment Analysis and Topic Classification: Case study over Spanish tweets. NESS Conference on Media Opinion Dynamics. 2013. Batista, F.; Ribeiro, R.. http://www.nessnet.eu/events-2/media-opinion-dynamics-conference/.
Recovering Capitalization and Punctuation Marks on Speech Transcriptions. PROPOR 2012 - Thesis contest. 2012. Batista, F.; Mamede, N..
Analysis of disfluencies in a corpus of university lectures. ExLing 2012. 2012. Moniz, H.; Batista, F.; Mata, Ana I.; Trancoso, I..
A Critical Survey on the use of Fuzzy Sets in Speech and Natural Language Processing. IEEE World Congress on Computational Intelligence (IEEE-WCCI). 2012. João P. Carvalho; Batista, F.; L. Coheur.
The L2F Strategy for Sentiment Analysis and Topic Classification. Workshop on Sentiment Analysis at SEPLN. 2012. Batista, F.; Ribeiro, R.. http://www.daedalus.es/TASS2012/about.php.
Prosodic context-based analysis of disfluencies. Interspeech 2012. 2012. Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I.. http://interspeech2012.org.
Recovering Capitalization and Punctuation Marks on Speech Transcriptions. PhD Thesis defense. 2011. Batista, F..
Análise de interrogativas em diferentes domínios. XXVII Encontro Nacional da Associação Portuguesa de Linguística. 2011. Moniz, H.; Batista, F.; Trancoso, I.; Mata, Ana I..
Comparing automatic rich transcription for portuguese, spanish and english broadcast news. Automatic Speech Recognition \& Understanding, 2009. ASRU 2009. IEEE Workshop on. 2009. Batista, F.; Trancoso, I.; Mamede, N..
Temporal Issues and Recognition Errors on the Capitalization of Speech Transcriptions. 11th International Conference on Text, Speech and Dialogue (TSD 2008). 2008. Batista, F.; Mamede, N.; Trancoso, I..
The impact of Language Dynamics on the Capitalization of Broadcast News. Interspeech 2008. 2008. Batista, F.; Mamede, N.; Trancoso, I..
Language Dynamics and Capitalization using Maximum Entropy. Proc. of ACL-08: HLT, Short Papers. 2008. Batista, F.; Mamede, N.; Trancoso, I.. http://www.aclweb.org/anthology/P/P08/P08-2001.
A Lightweight on-the-fly Capitalization System for Automatic Speech Recognition. Proc. RANLP'07. 2007. Batista, F.; Mamede, N.; D. Caseiro; Trancoso, I..
Recovering Punctuation Marks for Automatic Speech Recognition. Interspeech 2007. 2007. Batista, F.; D. Caseiro; Mamede, N.; Trancoso, I..
Building a dictionary of anthroponyms. Computational Processing of the Portuguese Language. 2006. J. Baptista; Batista, F.; Mamede, N..
Towards a flexible syntax/semantics interface. Proceedings of the Herramientas y Recursos Lingu{\i}sticos para el Espanol y el Portugués workshop. 2004. L. Coheur; Batista, F.; Mamede, N..
JaVaLI!: understanding real questions. EUROLAN 2003 student workshop: Applied Natural Language Processing, possible applications for the Semantic Web, Bucharest, Romania, July. 2003. L. Coheur; Batista, F.; J. Paulo.
SuSAna: Módulo multifuncional da análise sintáctica de superf{\i}cie. Proc. Multilingual Information Access and Natural Language Processing Workshop (IBERAMIA 2002). 2002. Batista, F.; Mamede, N..

Activities

Supervision

	Thesis Title Role	Degree Subject (Type) Institution / Organization
2024/11/28 - Current	Unveiling the Far-Right's Political Ascent in Portugal: An NLP and AI Approach. Supervisor of Mauro Jorge Costa Cardoso	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/11/26 - Current	Automatic extraction and classification of textual content from media Supervisor of Humberto Carlos Pestana Fernandes	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/11/25 - Current	The calculation of the true impact of citations on scientific publications Supervisor of Guilherme Vaz Louro	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/11/17 - Current	Abusive Language Detection Models in Gaming and Social Media Co-supervisor of Luís Miguel dos Santos Pereira	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/10/24 - Current	Chatbot based on LLMs for Support and Development Teams Supervisor of Catarina Duarte Brito	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/10/15 - Current	The Use of Generative AI in Portuguese Legislation as a Tool for Approaching Lay User of Diário da República Supervisor of Nelson Carvalho de Jesus	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/01/03 - Current	Leveraging context and pre-trained models in online hate speech detection Co-supervisor of Rafael Casimiro Machado	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/06/30 - Current	Automatic labelling of Human Resources tickets using Natural Language Processing and Machine Learning Supervisor of Daniel da Silva Moreira	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/11/07 - Current	Analysis of economic sentiment in Portugal based on social network information Supervisor of Mohamad Yuran Abdulcarimo	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/10/31 - Current	Extracting Knowledge from EMR in Cardiology Supervisor of Dário Hub Lomba	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/03/28 - Current	Language as a mean to uncovering communities in social networks Supervisor of Farhad Shadmand	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/03/25 - Current	"Language Complexity and Contextualized Translation". Co-supervisor of Eduardo Antonio Mello Freitas	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/01/28 - 2024/12/19	The Circus Arts in the Era of Artificial Intelligence: A study of the current andfuture usage of A.I. in Circus Arts Co-supervisor of Diana Carolina da Silva Monteiro Guimarães	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/01/30 - 2024/12/17	Predicting Success in Latin-Language Cinema: A Machine Learning Approach to Identify Key Factors in Film Performance Co-supervisor of Margarida Paias Moura	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/01/03 - 2024/12/16	Automatic Hate Speech Detection in Portuguese Social Media Supervisor of Gil Antunes Silva Nogueira Ramos	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/01/31 - 2024/12/11	From Regular Expressions to Language Models: A Text-Based Approach for Invoice Information Extraction Co-supervisor of Marta Gameiro Francisco Moreno Pereira	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/02/05 - 2024/12/03	Unveiling Key Hotel Satisfaction Factors in Maputo Using Guest Reviews Supervisor of Jaciara Aly Ferreira	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/01/31 - 2024/12/03	Exploring Feelings and Emotions in Dialogues: Analysis of Contact Center Interactions Co-supervisor of Inês Filipa Correia Morais	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/03/18 - 2024/11/26	Melodies and Data: An Analytical Perspective on Predicting Human Behaviour inMusic Learning. Supervisor of Tiago Augusto Mendes Teixeira Barbosa	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/01/29 - 2024/11/22	Navigating the Mobile App Galaxy: Harnessing Textual Metadata for App Categorization Co-supervisor of Pedro Afonso Marques D'Oliveira	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/12/17 - 2024/11/22	Optical Character Recognition, Text Analysis and Key Information Extraction Supervisor of Samuel Filipe Agostinho dos Santos	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/01/03 - 2024/11/19	A Text Mining Approach to Portuguese Terroir: Analysing Online Wine Reviews Co-supervisor of Mariana Patrícia Silva Ferreira	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/01/31 - 2024/11/18	Impact of Covid-19 Pandemic on the Dynamics of Accommodation Sharing: A Hosts Perspective Supervisor of Filipa Camarate Gonçalves	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/09/16 - 2024/10/23	The Impacts of Cancel Culture on Brands and Celebrities Co-supervisor of Matilde Lucena Leite da Silva	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/01/13 - 2024/07/12	Optimization of Healthcare Practices: Integration of Big Data and Artificial Intelligence in Medical Diagnosis Co-supervisor of Joana Maria Freire Fernandes	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/03/22 - 2024/05/03	Exploring the Perspectives of Hosts and Guests in Peer-to-peer accommodation using text mining Co-supervisor of Mariana Sofia Barreira Cavique Santos	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/06/22 - 2024/01/09	Automatic Transcription System of Parliamentary Debates in the Context of the Portuguese Parliament Co-supervisor of Pedro Miguel Delgado do Nascimento	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/04/20 - 2023/12/14	The use of Machine Learning and Text Mining in Stock Market Forecasting. Co-supervisor of Alexandre Costa Pereira	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/11/30 - 2023/12/12	Assessing NER Tools for Dialogue Data Anonymization Supervisor of Miguel Alexandre da Silva Sarmento Falco Pereira	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/10/30 - 2023/11/30	Automatic Detection of Missing Information in the Indexing of Scientific Publications Supervisor of David Miguel Nunes Rodrigues	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/09/27 - 2023/10/31	Coding by voice in a projectional editor Co-supervisor of Alexandre Filipe Magalhães Cancelinha	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/01/01 - 2022/12/31	Semi-Automatic Selection and Annotation of Hate Speech from Social Media Supervisor of Raquel Bento Santos	Engenharia Informática e de Computadores (Master) Instituto Superior Técnico, Universidade de Lisboa, Portugal
2022/03/03 - 2022/12/20	Influencers, are they responsible for Bitcoin's volatility? Transfer Entropy and Granger causality in prol of an answer Co-supervisor of Jana Luisa Teixeira Lage	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/11/26 - 2022/12/13	Analysis of the tourists behavior in Lisbon using data from a Mobile Operator Co-supervisor of Bruno Alexandre Mateus Francisco	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/11/03 - 2022/12/12	Identification of Risk Factors in the Severity of Road Accidents Supervisor of Inês Mendes dos Santos Rodrigues de Carvalho	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/03/03 - 2022/12/05	Humor and Offense Speech Classification and scoring using Natural Language Processing Supervisor of Marcelo Custodio Mathias	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/03/03 - 2022/12/02	What is People Talking About in your Region? Applying a Topic Modelling Approach to Portuguese Geolocated Tweets Supervisor of Érica Sofia Palmeirim Santos Rosa	ISCTE-Instituto Universitário de Lisboa, Portugal
2020/10/15 - 2021/12/16	Automatic detection of depression signs in social networks in the context of covid-19 Co-supervisor of Daniela Cristina da Silva Carlos	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/01/08 - 2021/12/13	Student Data Prediction Co-supervisor of Nuno Miguel Soares Fialho de Carvalho	ISCTE-Instituto Universitário de Lisboa, Portugal
2020/12/01 - 2021/12/09	Sentiment analysis to predict the Portuguese economic sentiment based on economic news Co-supervisor of Cátia Daniela Lopes Tavares	ISCTE-Instituto Universitário de Lisboa, Portugal
2020/12/01 - 2021/11/26	Automatic fraud prediction in financial transactions Supervisor of Appio Indiano do Brazil Americano Neto	ISCTE-Instituto Universitário de Lisboa, Portugal
2020/10/01 - 2021/11/05	Towards Cyberbullying Detection on Social Media Co-supervisor of Tiago Filipe Pardal de Almeida	ISCTE-Instituto Universitário de Lisboa, Portugal
2018/10/31 - 2021/01/08	Classification of emotions in social networks Supervisor of Soraia Alexandra Cardoso Filipe	ISCTE-Instituto Universitário de Lisboa, Portugal
2019/12/27 - 2020/12/22	Assessing the Emotional Impact of Video using Machine Learning Techniques Co-supervisor of André Filipe Lopes Maia	ISCTE-Instituto Universitário de Lisboa, Portugal
2020/03/05 - 2020/12/21	Videogame-oriented RecommendationSystem Co-supervisor of Rosária Patrícia Firmino Bunga	ISCTE-Instituto Universitário de Lisboa, Portugal
2019/10/26 - 2020/12/10	Detection of emerging words in Portuguese tweets and analysis of their path in social networks Supervisor of Afonso do Carmo Marques Mendes Pinto	ISCTE-Instituto Universitário de Lisboa, Portugal
2019/10/15 - 2020/12/04	A book-oriented Chatbot Co-supervisor of Nuno Alexandre Mestre Barradas	ISCTE-Instituto Universitário de Lisboa, Portugal
2019/10/11 - 2020/12/03	Cryptocurrency Analysis based on User-Generated Social Media Content Co-supervisor of Miguel de Guerra Narciso	ISCTE-Instituto Universitário de Lisboa, Portugal
2019/10/04 - 2020/11/24	Detecting Psychological Sentiments in Users from Social Networks Co-supervisor of Patrícia de Sousa dos Santos	ISCTE-Instituto Universitário de Lisboa, Portugal
2019/10/04 - 2020/11/24	Fake News Classification in European Portuguese Language Co-supervisor of João Filipe Carriço Rodrigues	ISCTE-Instituto Universitário de Lisboa, Portugal
2018/10/30 - 2020/10/26	Multilabel classification of unstructured data using Crunchbase Supervisor of Marco Filipe Madeira Felgueiras	ISCTE-Instituto Universitário de Lisboa, Portugal
2019/10/04 - 2020/07/09	eWOM for public institutions: application to the case of the Portuguese Army Supervisor of Joana de Azinhaes Horta	ISCTE-Instituto Universitário de Lisboa, Portugal
2018/10/19 - 2019/12/20	Modeling reviews on online platforms about local accommodation: The Airbnb case Co-supervisor of Sónia Alexandra Miranda Morais	ISCTE-Instituto Universitário de Lisboa, Portugal
2017/01/01 - 2018/12/31	2Gather4Health: Web Crawling and Indexing System Implementation Co-supervisor of João Nuno Martins de Almeida	Electrical and Computer Engineering (Master) Instituto Superior Técnico, Universidade de Lisboa, Portugal
2018/01/23 - 2018/12/03	Spatio-Temporal Distribution Analysis of Brand Interest in Social Networks Supervisor of Diana Von-Haff Lopes Teixeira	ISCTE-Instituto Universitário de Lisboa, Portugal
2017/11/02 - 2018/11/29	Text Mining from CURRICULA Co-supervisor of Tiago João Aires Soares	ISCTE-Instituto Universitário de Lisboa, Portugal
2014/10/23 - 2017/07/19	Análise de Sentimento Baseada em Aspetos Co-supervisor of Ricardo Afonso Gomes António	ISCTE-Instituto Universitário de Lisboa, Portugal
2013/10/31 - 2016/12/16	Análise de Sentimento em Microblogues com base em Cascatas de Classificação Supervisor of Fernando Manuel Dias Rebelo	ISCTE-Instituto Universitário de Lisboa, Portugal
2015/10/29 - 2016/12/13	Characterizing the Personality of Twitter Users Based on their Timeline Information Supervisor of Anzhela Zhusupova	ISCTE-Instituto Universitário de Lisboa, Portugal
2015/10/30 - 2016/12/06	Detecting Violent Excerpts in Movies using Audio and Video Features Co-supervisor of Luís Jorge Gregório Dias	ISCTE-Instituto Universitário de Lisboa, Portugal
2014/10/31 - 2015/11/23	"Detecting portuguese and english twitter user's gender" Supervisor of Marco Paulo Fernandes Vicente	ISCTE-Instituto Universitário de Lisboa, Portugal
2014/10/15 - 2015/09/16	Sistema Inteligente de Recolha e Armazenamento de Informação Proveniente do Twitter Supervisor of Gaspar Manuel Rocha Brogueira	ISCTE-Instituto Universitário de Lisboa, Portugal
2013/01/01 - 2014/12/31	Topic Detection within Public Social Networks Co-supervisor of Hugo Hermógenes Lopes da Costa Rosa	Instituto Superior Técnico, Universidade de Lisboa, Portugal
2013/10/31 - 2014/10/31	Automatic detection of disfluences in a corpus of univeristy lectures Supervisor of Henrique Rodrigues Barbosa de Medeiros	ISCTE-Instituto Universitário de Lisboa, Portugal

Event organisation

	Event name Type of event (Role)	Institution / Organization
2022/07/24 - 2022/07/29	LxMLS 2022 - 12th Lisbon Machine Learning School (2022/07/24) Other (Member of the Organising Committee)
2021/07/07 - 2021/07/15	LxMLS 2021 - 11th Lisbon Machine Learning School (2021/07/07) Other (Member of the Organising Committee)
2020/07/21 - 2020/07/29	LxMLS 2020 - 10th Lisbon Machine Learning School (2020/07/21) Other (Member of the Organising Committee)
2019/07/11 - 2019/07/18	LxMLS 2019 - 9th Lisbon Machine Learning School (2019/07/11) Other (Member of the Organising Committee)
2018/06/14 - 2018/06/21	LxMLS 2018 - 8th Lisbon Machine Learning School (2018/06/14) Other (Member of the Organising Committee)
2017/07/20 - 2017/07/27	LxMLS 2017 - 7th Lisbon Machine Learning School (2017/07/20) Other (Member of the Organising Committee)
2016/07/21 - 2016/07/28	LxMLS 2016 - 6th Lisbon Machine Learning School (2016/07/21) Other (Member of the Organising Committee)
2015/07/16 - 2015/07/23	LxMLS 2015 - 5th Lisbon Machine Learning School (2015/07/16) Other (Member of the Organising Committee)
2012/01/01 - 2012/12/31	Machine Learning for NLP @ UALG (2012/01/01)

Event participation

	Activity description Type of event	Event name Institution / Organization
2011 - 2014	LxMLS 2011, 2012, 2013, 2014: Membro do Technical Staff	Escola de Verão: LxMLS - Machine Learning School

Association member

	Society Organization name	Role
2016/01/01 - Current	Senior member do IEEE
2008/01/01 - Current	ISCA Speech

Course / Discipline taught

	Academic session	Degree Subject (Type)	Institution / Organization
2025/02 - 2025/07	Computational Language Processing	(Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2025/02 - 2025/07	Computing for Economics and Business	(Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2025/02 - 2025/07	Text Mining for Data Science	Master Degree in Data Science (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2025/02 - 2025/07	Applied Final Project in Data Science	Bachelor Degree in Data Science (PL) (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/09 - 2025/01	Programming	(Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/09 - 2025/01	Applied Project in Data Science II	Bachelor Degree in Data Science (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/09 - 2025/01	Data in Science, Bussiness and Society	Bachelor Degree in Data Science (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/09 - 2025/01	Text Mining	(Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/09 - 2025/01	Computer Vision and Introduction to Language Models	Other programme in Postgraduate in Applied Artificial Intelligence (Doutoramento)	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/02 - 2024/07	Computing for Economics and Business	(Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2024/02 - 2024/07	Text Mining for Data Science	Master Degree in Data Science (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/09 - 2024/01	Computational Language Processing	Institutional Degree in Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/09 - 2024/01	Applied Project in Data Science II	Bachelor Degree in Data Science (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/09 - 2024/01	Programming	Bachelor Degree in Data Science (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/09 - 2024/01	Text Mining	Master Degree in Integrated Business Intelligence Systems (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/09 - 2024/01	Data in Science, Bussiness and Society	Bachelor Degree in Data Science (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/02 - 2023/07	Descoberta e Extração de Conhecimento de Dados	Informática e Gestão de Empresas (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/02 - 2023/07	Computação para Economia e Ciências Empresariais	Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/02 - 2023/07	Text Mining para Ciência de Dados	Ciência de Dados (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/02 - 2023/07	Text Mining for Data Science	Master Degree in Data Science (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/02 - 2023/07	Knowledge Discovery and Extraction From Data	Bachelor Degree in Computer Science and Business Management (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2023/02 - 2023/07	Computing for Economics and Business	(Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/09 - 2023/01	Text Mining	Master Degree in Integrated Business Intelligence Systems (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/09 - 2023/01	Projeto Aplicado em Ciência de Dados II	Ciência de Dados (PL) (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/09 - 2023/01	Processamento Computacional da Língua	Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/09 - 2023/01	Programação (1ciclo)	Ciência de Dados (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/09 - 2023/01	Computational Language Processing	(Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/09 - 2023/01	Programming	Bachelor Degree in Data Science (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/09 - 2023/01	Applied Project in Data Science II	Bachelor Degree in Data Science (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/02 - 2022/07	Computing for Economics and Business	Institutional Degree in Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/02 - 2022/07	Text Mining for Data Science	Master Degree in Data Science (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/02 - 2022/07	Knowledge Discovery and Extraction From Data	Bachelor Degree in Computer Science and Business Management (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/02 - 2022/07	Text Mining para Ciência de Dados	Ciência de Dados (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/02 - 2022/07	Descoberta e Extração de Conhecimento de Dados	Informática e Gestão de Empresas (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2022/02 - 2022/07	Computação para Economia e Ciências Empresariais	Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/09 - 2022/01	Text Mining	Master Degree in Integrated Business Intelligence Systems (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/09 - 2022/01	Computational Language Processing	Institutional Degree in Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/09 - 2022/01	Programação (1ciclo)	Ciência de Dados (PL) (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/09 - 2022/01	Applied Project in Data Science II	Bachelor Degree in Data Science (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/09 - 2022/01	Processamento Computacional da Língua	Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/09 - 2022/01	Projeto Aplicado em Ciência de Dados II	Ciência de Dados (PL) (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/09 - 2022/01	Programming	Bachelor Degree in Data Science (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/02 - 2021/07	Text Mining para Ciência de Dados	Ciência de Dados (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/02 - 2021/07	Computação para Economia e Ciências Empresariais	Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/02 - 2021/07	Text Mining for Data Science	Master Degree in Data Science (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2021/02 - 2021/07	Computing for Economics and Business	Institutional Degree in Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2020/09 - 2021/01	Text Mining	Master Degree in Integrated Business Intelligence Systems (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2020/09 - 2021/01	Processamento Computacional da Língua	Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2020/09 - 2021/01	Programação (1ciclo)	Ciência de Dados (PL) (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal
2020/09 - 2021/01	Computational Language Processing	Institutional Degree in Escola de Tecnologias e Arquitetura (Curso de mestrado (conclusão do curso de especialização))	ISCTE-Instituto Universitário de Lisboa, Portugal
2020/09 - 2021/01	Programming	Bachelor Degree in Data Science (Licenciatura)	ISCTE-Instituto Universitário de Lisboa, Portugal

Distinctions

Award

2021	One of the winners of the Shared Task "Sentence End and Punctuation Prediction" - Rei et al. (2021) Multilingual Simultaneous Sentence End and Punctuation Prediction. Swiss Text Analytics Conference 2021
2021	Best Poster Award - Bunga et al. (2021) From Implicit Preferences to Ratings: Video Games Recommendation based on Collaborative Filtering. 13th International Joint Conference on Knowledge Discovery and Information Retrieval (IC3K 2021)
2017	One of the winners of the 2018 edition of the ISCTE-IUL scientific awards ISCTE-Instituto Universitário de Lisboa, Portugal
2015	Prémios Pedagógicos 2015 do ISCTE-IUL, 2º Prémio ISCTE-Instituto Universitário de Lisboa, Portugal
2014	One of the winners of the 2014 edition of the ISCTE-IUL scientific awards ISCTE-Instituto Universitário de Lisboa, Portugal
2013	One of the winners of the 2013 edition of the ISCTE-IUL scientific awards ISCTE-Instituto Universitário de Lisboa, Portugal
2012	PhD Dissertation - Honorable Mention - Fernando Batista and Nuno Mamede (2012) Recovering Capitalization and Punctuation Marks on Speech Transcriptions. PhD Dissertation contest, PROPOR 2012
2009	Best Regular Paper Award
2009	Best Regular Paper Award - Batista et al. (2009) Automatic Recovery of Punctuation Marks and Capitalization Information for Iberian Languages. I Joint SIG-IL/Microsoft Workshop on Speech and Language Technologies for Iberian Languages

Title

2016	Membro do Editorial Review Board: International Journal of Technology and Human Interaction (IJTHI)

Other distinction

2012	PhD Dissertation - Honorable Mention