Pedro Fialho
From HLT@INESC-ID
Pedro Fialho has a Master thesis from University of Évora with logical QA applied to medical ontologies as thesis subject and he's now enrolled in the NICE PhD program in Computer Science. His research interests also include speech technologies, logic programming, linguistics and NLP, mostly with AI as main target. He's a proud member of the Spoken Language Systems Lab since 2011, when he was introduced to Luísa Coheur and the QA@L2F team. Pedro also likes music, bicycle rides and occasional guitar playing.
Research Interests
- QA, Speech technologies, NLP
Total Publications: 17
Article (Author)
- A comprehensive review on automatic hate speech detection in the age of the transformer
Gil Ramos, Fernando Batista, Ricardo Ribeiro, Pedro Fialho, Sérgio Miguel Carneiro Moro, António Fonseca, Rita Guerra, Paula Carvalho, Catarina Marques, Cláudia Silva,
Social Network Analysis and Mining, vol. 14, n. 204, DOI 10.1007/s13278-024-01361-3, October 2024 - Leveraging Transfer Learning for Hate Speech Detection in Portuguese Social Media Posts
Gil Ramos, Fernando Batista, Ricardo Ribeiro, Pedro Fialho, Sérgio Miguel Carneiro Moro, António Fonseca, Rita Guerra, Paula Carvalho, Catarina Marques, Cláudia Silva,
IEEE Access, vol. 12, pages 101374-101389, DOI 10.1109/ACCESS.2024.3430848, July 2024 - Benchmarking Natural Language Inference and Semantic Textual Similarity for Portuguese.
Pedro Fialho, Luísa Coheur, Paulo Quaresma,
Information, n. 11, November 2020 - INESC-ID@ASSIN: Medição de Similaridade Semântica e Reconhecimento de Inferência Textual}
Pedro Fialho, Ricardo Miguel Machado Marques, Bruno Martins, Luísa Coheur, Paulo Quaresma,
Linguamática, pages 33-42, December 2016
In Proceedings (Author)
- To BERT or not to BERT Dealing with possible BERT failures in an Entailment task.
Pedro Fialho, Luísa Coheur, Paulo Quaresma,
18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU), Lisbon, June 2020 - AIA-BDE: A Corpus of FAQs in Portuguese and their Variations
Hugo Oliveira, João Ferreira, José Santos, Pedro Fialho, Ricardo Rodrigues, Luísa Coheur, Ana Alves,
LREC 2020 (cancelled due COVID), April 2020 - Back to the feature, in entailment detection and similarity measurement for Portuguese
Pedro Fialho, Luísa Coheur, Paulo Quaresma,
14th International Conference, PROPOR 2020, Lecture Notes in Computer Science book series, Springer, vol. 12037, pages 164-173, Springer, Évora, March 2020 - From Lexical to Semantic Features in Paraphrase Identification
Pedro Fialho, Luísa Coheur, Paulo Quaresma,
8th Symposium on Languages, Applications and Technologies, OASIcs, vol. 74, OASIcs, June 2019 - L2F/INESC-ID at SemEval-2017 Tasks 1 and 2: Lexical and semantic features in word and textual similarity
Pedro Fialho, Hugo Rodrigues, Luísa Coheur, Paulo Quaresma,
Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017), August 2017 - INESC-ID at ASSIN: Measuring Semantic Similarity and Recognizing Textual Entailment
Pedro Fialho, Ricardo Marques, Bruno Martins, Luísa Coheur, Paulo Quaresma,
Propor workshop, July 2016 - ChatWoz: chatting through a Wizard of Oz
Pedro Fialho, Luísa Coheur,
The 17th International ACM SIGACCESS Conference on Computers and Accessibility ASSETS, Lisbon, Portugal, October 2015 - Luke, I am your father: Dealing with Out-of-domain Requests by Using Movies Subtitles
David Luís Soares Ameixa, Luísa Coheur, Pedro Fialho, Paulo Quaresma,
International Conference on Intelligent Virtual Agents (IVA 2014), Springer's Lecture Notes in Computer Science, Springer, Springer, Boston, August 2014 - MEET EDGAR, A TUTORING AGENT AT MONSERRATE
Pedro Fialho, Luísa Coheur, Sérgio dos Santos Lopes Curto, Pedro Miguel Abrunhosa Cláúdio, Angela Costa, Alberto Abad, Hugo Meinedo, Isabel Trancoso,
ACL, Proceedings of the 51st Annual Meeting of the Association f, Sofia, Bulgaria, August 2013 - VITHEA: On-line word naming therapy in Portuguese for aphasic patients exploiting automatic speech recognition
Anna Maria Pompili, Pedro Fialho, Alberto Abad,
Proceedings of IberSPEECH, November 2012 - Natural Language Understanding: From Laboratory Predictions to Real Interactions
Pedro Mota, Luísa Coheur, Sérgio dos Santos Lopes Curto, Pedro Fialho,
15th International Conference on Text, Speech and Dialogue (TSD), Lecture Notes in Artificial Intelligence, Springer, vol. 7499, Springer, Brno, Czech Republic, September 2012 - Extending a wordnet framework for simplicity and scalability
Pedro Fialho, Sérgio dos Santos Lopes Curto, Ana Cristina Mendes, Luísa Coheur,
Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC12), European Language Resources Association (ELRA), European Language Resources Association (ELRA), Istanbul, Turkey, May 2012 - E-TUTOR: a tutoring agent
Pedro Fialho, Sérgio dos Santos Lopes Curto, Luísa Coheur, Ricardo Ribeiro,
International Conference on Computational Processing of the Portuguese Language (Propor) , Coimbra, Portugal, April 2012