Publications

Books

Books: 2

2020

- Jorge Baptista and Nuno J. Mamede, Dicionário Gramatical de Verbos do Português, book, Oct. 2020, Universidade do Algarve Editora [bibTex]
- Joao P. Carvalho and Marek Reformat and Marie-Jeanne Lesot and Susana Vieira and Fernando Batista, Book of Abstracts of IPMU 2020, book, Sep. 2020 [bibTex] [PDF]

Book Chapters: 4

2020

- João Nuno Martins de Almeida and Salomé Azevedo and Joao P. Carvalho, Towards Automatic Web Identification of Solutions in Patient Innovation, chapter of Computational Intelligence and Mathematics for Tackling Complex Problems, studies in computational Intelligence, vol 819, Jan. 2020, Springer Cham [bibTex]

2019

- Carla Parra Escartín and Helena Moniz, Ethical considerations on the use of machine translation and crowdsourcing in cascading crises, chapter of Translation in Cascading Crises, Sep. 2019, Routledge [bibTex]
- Marco Vicente and Fernando Batista and Joao P. Carvalho, Gender Detection of Twitter Users Based on Multiple Information Sources, chapter of Gender Detection of Twitter Users Based on Multiple Information Sources, May. 2019, Springer International Publishing [bibTex]
- Hugo Farinha and Joao P. Carvalho, A Fuzzy Approach for Measuring Sentence Checkability—Preliminary Results, chapter of Trends in Mathematics and Computational Intelligence, Jan. 2019, Springer, Cham [bibTex]

Articles

International Journal Articles: 23

2021

- Ana Margarida Veiga Simão and Paula Ferreira and Nádia Pereira and Sofia Oliveira and Paula Paulino and Hugo Rosa and Ricardo Ribeiro and Luísa Coheur and Joao P. Carvalho and Isabel Trancoso, Prosociality in Cyberspace: Developing Emotion and Behavioral Regulation to Decrease Aggressive Communication, article in Cognitive Computation, to appear on 2021, Springer [bibTex]

2020

- Elizabeth Fernandes and Sérgio Moro and Paulo Cortez and Fernando Batista and Ricardo Ribeiro, A Data-driven Approach to Measure Restaurant Performance Combining Online Reviews and Historical Sales Data, article in International Journal of Hospitality Management, to appear on 2020, Elsevier [bibTex]
- Matilde do Carmo Lages Gonçalves and Luísa Coheur and Jorge Baptista and Ana Mineiro, Avaliação de recursos computacionais para o português, article in Linguamática vol. 12 (2) pp. 51-68, Dec. 2020, Universidade do Minho e Universidade de Vigo [DOI Article link] [bibTex]
- João Boné and João C. Ferreira and Ricardo Ribeiro and Gonçalo Cadete, DisBot: A Portuguese Disaster Support Dynamic Knowledge Chatbot, article in Applied Sciences, to appear on 2020, MDPI [bibTex]
- Anabela Barreiro and Cristina Mota and Jorge Baptista and Paula Carvalho, Recursos Linguísticos para a Geração de Paráfrases em Português, article in Linguamática vol. 12 (2), Dec. 2020, Universidade do Minho and Universidade de Vigo [bibTex]
- Pedro Fialho and Luísa Coheur and Paulo Quaresma, Benchmarking Natural Language Inference and Semantic Textual Similarity for Portuguese., article in Information (11), Nov. 2020, MDPI [Article] [bibTex]
- Miguel Ventura and Jéssica Cristina Azevedo Veiga and Luísa Coheur and Sandra Gama, The B-Subtle framework: tailoring subtitles to your needs, article in Language Resources and Evaluation, Oct. 2020 [Article] [DOI Article link] [bibTex]
- Sofia Cavaco and Isabel Guimarães and Mariana Ascensão and Alberto Abad and Ivo Anjos and Francisco Luís Campos Pais de Oliveira and Sofia Martins and Nuno Marques and Maxine Eskenazi and João Magalhães and Margarida Grilo, The BioVisualSpeech Corpus of Words with Sibilants for Speech Therapy Games Development, article in Information vol. 11 pp. 470, Oct. 2020, Multidisciplinary Digital Publishing Institute [DOI Article link] [bibTex]
- João Boné and Mariana Rebelo Dias and João C. Ferreira and Ricardo Ribeiro, DisKnow: A Social-Driven Disaster Support Knowledge Extraction System, article in Applied Sciences vol. 10 (17), Sep. 2020, MDPI [DOI Article link] [bibTex] [PDF]
- Eugénio Ribeiro and Andreia Sofia Teixeira and Ricardo Ribeiro and David Martins de Matos, Semantic frame induction through the detection of communities of verbs and their arguments, article in Applied Network Science vol. 5, Sep. 2020, Springer [Article] [DOI Article link] [bibTex]
- Mariana Rebelo Dias and João Boné and João Ferreira and Ricardo Ribeiro and Rui Filipe Pedroso Maia, Named entity recognition for sensitive data discovery in Portuguese, article in Applied Sciences vol. 10 (7), Mar. 2020, MDPI [Article] [DOI Article link] [bibTex]
- António Canelas and Ricardo Póvoa and Ricardo Martins and Nuno Lourenço and Jorge Guilherme and Joao P. Carvalho and Nuno Horta, FUZYE: A Fuzzy c-Means Analog IC Yield Optimization Using Evolutionary-Based Algorithms, article in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems vol. 39 (1) pp. 1-13, Jan. 2020, IEEE [DOI Article link] [bibTex] [PDF]
- Anna Maria Pompili and Alberto Abad and David Martins de Matos and Isabel Pavão Martins, Pragmatic Aspects of Discourse Production for the Automatic Identification of Alzheimer's Disease, article in IEEE Journal of Selected Topics in Signal Processing pp. 1-11, Jan. 2020, IEEE [DOI Article link] [bibTex] [PDF]

2019

- Eugénio Ribeiro and Ricardo Ribeiro and David Martins de Matos, Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations, article in Journal of Artificial Intelligence Research vol. 66 pp. 861-899, Dec. 2019, AAAI Press [bibTex] [PDF]
- Andreas Nautsch and Abelino Jiménez, and Amos Treiber and Jascha Kolberg and Catherine Jasserand and Els Kindt and Héctor Delgado and Massimiliano Todisco and Mohamed Amine Hmani and Aymen Mtibaa and Mohammed Ahmed Abdelraheem and Alberto Abad and Francisco Teixeira and Driss Matrouf and Marta Gomez-Barrero and Dijana Petrovska-Delacrétaz and Gérard Chollet and Nicholas Evans and Thomas Schneider and Jean-François Bonastre and Bhiksha Raj and Isabel Trancoso and Christoph Busch, Preserving Privacy in Speaker and Speech Characterisation, article in Computer Speech & Language vol. 58 pp. 441--480, Nov. 2019, Elsevier [Article] [DOI Article link] [bibTex] [PDF]
- Eugénio Ribeiro and Ricardo Ribeiro and David Martins de Matos, Reconhecimento de Actos de Diálogo Hierárquicos e Multi-Etiqueta em Dados em Espanhol, article in Linguamática vol. 11 (1) pp. 17-40, Jul. 2019, Universidade do Minho and Universidade de Vigo [Article] [DOI Article link] [bibTex] [PDF]
- Sérgio Moro and Fernando Batista and Paulo Rita and Cristina Oliveira and Ricardo Ribeiro, Are the States United? An analysis of US hotels’ offers through TripAdvisor’s eyes, article in Journal of Hospitality and Tourism Research, Jun. 2019, SAGE [DOI Article link] [bibTex]
- Francisco S. Melo and Alberto Sardinha and David Belo and Marta Couto and Miguel Afonso Tomás Faria and Anabela Farias and Hugo Gambôa and Cátia Jesus and Mithun Kinarullathil and Pedro Lima and Luís Luz and André Mateus and Isabel Melo and Plinio Moreno and Daniel Osório and Ana Paiva and Jhielson Pimentel and João Rodrigues and Pedro Sequeira and Rubén Solera Ureña and Miguel Serras Vasco and Manuela Veloso and Rodrigo Ventura, Project INSIDE: towards autonomous semi-unstructured human–robot social interaction in autism therapy, article in Artificial Intelligence in Medicine vol. 96 pp. 198-216, May. 2019 [bibTex]
- Eugénio Ribeiro and Ricardo Ribeiro and David Martins de Matos, A Multilingual and Multidomain Study on Dialog Act Recognition Using Character-Level Tokenization, article in Information vol. 10 (3), Mar. 2019, MDPI [Article] [DOI Article link] [bibTex]
- Francisco Afonso Raposo and David Martins de Matos and Ricardo Ribeiro, An information-theoretic approach to machine-oriented music summarization, article in Pattern Recognition Letters, Mar. 2019, Elsevier [DOI Article link] [bibTex]
- Yi Yu and Suhua Tang and Francisco Afonso Raposo and Lei Chen, Deep Cross-Modal Correlation Learning for Audio and Lyrics in Music Retrieval, article in vol. 15 (1), Feb. 2019, ACM [Article] [DOI Article link] [bibTex]
- Anabela Barreiro and Rebelo-Arnold, Ida and Paulo Quaresma and Cristina Mota, Alinhamentos Parafrásticos PE-PB de Construções de Predicados Verbais com o Pronome Clítico 'lhe', article in Linguamática vol. 10 (2) pp. 3-11, Jan. 2019, Universidade do Minho and Universidade de Vigo [Article] [DOI Article link] [bibTex]
- Hugo Rosa and Nádia Pereira and Ricardo Ribeiro and Paula da Costa Ferreira and Joao P. Carvalho and Sofia Oliveira and Luísa Coheur and Paula Paulino and Ana Margarida Veiga Simão and Isabel Trancoso, Automatic cyberbullying detection: A systematic review, article in Computers in Human Behavior vol. 93 pp. 333-345, Jan. 2019, Elsevier [DOI Article link] [bibTex]

International Conferences: 62

2021

- Gonçalo Eduardo Cascalho Raposo and Pedro Tomás and Nuno Roma, PositNN: Training Deep Neural Networks with Mixed Low-Precision Posit, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2021), Jun. 2021 [bibTex]

2020

- Cristina Mota and Diana Santos and Anabela Barreiro, Paraphrasing Emotions in Portuguese, presented at The 14th International NooJ Conference, Dec. 2020 [bibTex]
- John Daniel Fidalgo Mendonça and Francisco Teixeira and Isabel Trancoso and Alberto Abad, Analyzing Breath Signals for the Interspeech 2020 ComParE Challenge, presented at Interspeech 2020, Oct. 2020 [bibTex]
- Anna Maria Pompili and Rubén Solera Ureña and Alberto Abad and Rita Cardoso and Isabel Guimarães and Margherita Fabbri and Isabel P Martins and Joaquim Ferreira, Assessment of Parkinson's Disease Medication State through Automatic Speech Analysis, presented at Interspeech 2020, Oct. 2020 [bibTex]
- Mariana Julião and Alberto Abad and Helena Moniz, Exploring Text and Audio Embeddings for Multi-Dimension Elderly Emotion Recognition, presented at Interspeech 2020, Oct. 2020 [bibTex]
- Isabel Trancoso and Francisco Teixeira and Maria Joana Ribeiro Folgado Correia and Maria Catarina Tavares Botelho and Alberto Abad and Bhiksha Raj, Profiling speech for clinical applications, presented at (Keynote paper) SPECOM - 22nd International Conference on Speech and Computer, Oct. 2020 [bibTex]
- Anna Maria Pompili and Thomas Rolland and Alberto Abad, The INESC-ID Multi-Modal System for the ADReSS 2020 Challenge, presented at Interspeech 2020, Oct. 2020 [bibTex]
- Maria Catarina Tavares Botelho and Lorenz Diener and Dennis Küster and Kevin Scheck and Shahin Amiriparian and Björn W Schuller and Tanja Schultz and Alberto Abad and Isabel Trancoso, Toward Silent Paralinguistics: Speech-to-EMG–Retrieving Articulatory Muscle Activity from Speech, presented at Interspeech 2020, Oct. 2020 [bibTex]
- Lorenz Diener and Shahin Amiriparian and Maria Catarina Tavares Botelho and Kevin Scheck and Dennis Küster and Isabel Trancoso and Björn Schuller and Tanja Schultz, Towards Silent Paralinguistics: Deriving Speaking Mode and Speaker ID from Electromyographic Signals, Oct. 2020 [bibTex] [PDF]
- Afonso Pinto and Helena Moniz and Fernando Batista, Detection of Emerging Words in Portuguese Tweets, presented at 9th Symposium on Languages, Applications and Technologies (SLATE 2020), Sep. 2020 [DOI Article link] [bibTex]
- Soraia Filipe and Fernando Batista and Ricardo Ribeiro, Different Lexicon-Based Approaches to Emotion Identification in Portuguese Tweets (Short Paper), presented at 9th Symposium on Languages, Applications and Technologies (SLATE 2020), Sep. 2020 [DOI Article link] [bibTex]
- João Rodrigues and Ricardo Ribeiro and Fernando Batista, Towards the Identification of Fake News in Portuguese, presented at 9th Symposium on Languages, Applications and Technologies (SLATE 2020), Sep. 2020 [DOI Article link] [bibTex]
- Naeemeh Adel and Keeley Crockett and David Chandran and Joao P. Carvalho, Interpreting Human Responses in Dialogue Systems using Fuzzy Semantic Similarity Measures, presented at 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2020), Jul. 2020 [bibTex]
- Vânia Mendonça and Alberto Sardinha and Luísa Coheur and Ana Lúcia Santos, Query Strategies, Assemble! Active Learning with Expert Advice for Low-resource Natural Language Processing, presented at IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2020), Jul. 2020 [bibTex] [PDF]
- João Pedro Gonçalves Lages and Joao P. Carvalho, Relevance Ranking for Web Search, presented at 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2020), Jul. 2020 [bibTex]
- Ricardo Rei and Nuno Miguel Guerreiro and Fernando Batista, Automatic Truecasing of Video Subtitles Using BERT: A Multilingual Adaptable Approach, presented at IPMU2020 - International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jun. 2020 [DOI Article link] [bibTex]
- Marco Felgueiras and Fernando Batista and Joao P. Carvalho, Creating Classification Models from Textual Descriptions of Companies Using Crunchbase, presented at IPMU2020 - International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jun. 2020 [bibTex]
- Nuno M. Rodrigues and Joao P. Carvalho and Fernando M. Janeiro and Pedro M. Ramos, Electrical Power Grid Frequency Estimation with Fuzzy Boolean Nets, presented at IPMU2020 - International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Jun. 2020 [bibTex]
- Luísa Coheur, From Eliza to Siri and beyond, presented at IPMU2020 Lisboa (invited talk), Jun. 2020 [bibTex]
- Paolo Laffranchini and Luis Rodrigues and Etienne Riviere and Ramin Sadre and João Miranda, NetSheriff: sheltering software-defined networks from rogue switches, presented at Proceedings of the 8th International Conference in Networked Systems (NETYS), Jun. 2020 [bibTex]
- Pedro Fialho and Luísa Coheur and Paulo Quaresma, To BERT or not to BERT Dealing with possible BERT failures in an Entailment task., presented at 18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU), Jun. 2020 [bibTex]
- Eugénio Ribeiro and Ricardo Ribeiro and Fernando Batista and João Oliveira, Using Topic Information to Improve Non-exact Keyword-Based Search for Mobile Applications, presented at Information Processing and Management of Uncertainty in Knowledge-Based Systems, 18th International Conference, IPMU 2020, Jun. 2020 [bibTex]
- Maria Joana Ribeiro Folgado Correia and Isabel Trancoso and Bhiksha Raj, Automatic In-the-wild Dataset Annotation with Deep Generalized Multiple Instance Learning, presented at LREC2020 - 12th Language Resources and Evaluation Conference, May. 2020 [bibTex] [PDF]
- Lionel Nicolas and Verena Lyding and Claudia Borg and Corina Forascu and Karën Fort and Katerina Zdravkova and Iztok Kosem and Jaka Čibej and Špela Arhar Holdt and Alice Millour and Alexander König and Christos Rodosthenous and Federico Sangati and Umair ul Hassan and Anisia Katinskaia and Anabela Barreiro and Lavinia Aparaschivei and Yaakov HaCohen-Kerner, Creating Expert Knowledge by Relying on Language Learners: a Generic Approach for Mass-Producing Language Resources by Combining Implicit Crowdsourcing and Language Learning, presented at The 12th Language Resources and Evaluation Conference (LREC), May. 2020 [bibTex]
- Alberto Abad and Peter Bell and Andrea Carmantini and Steve Renais, Cross lingual transfer learning for zero-resource domain adaptation, presented at ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May. 2020 [bibTex]
- Eugénio Ribeiro and Ricardo Ribeiro and David Martins de Matos, Mapping the Dialog Act Annotations of the LEGO Corpus into ISO 24617-2 Communicative Functions, presented at Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), May. 2020 [bibTex] [PDF]
- João Graça and Paulo Dimas and Helena Moniz and André Martins and Graham Neubig, Project MAIA: Multilingual AI Agent Assistant, presented at European Association for Machine Translation, May. 2020 [bibTex]
- Hugo Oliveira and João Ferreira and José Santos and Pedro Fialho and Ricardo Rodrigues and Luísa Coheur and Ana Alves, AIA-BDE: A Corpus of FAQs in Portuguese and their Variations, presented at LREC 2020 (cancelled due COVID), Apr. 2020 [bibTex]
- Carolina Isabel Martins Neves and Luísa Coheur and Hugo Nicolau, HamNoSyS2SiGML: Translating HamNoSys Into SiGML, presented at LREC 2020 (cancelled due COVID), Apr. 2020 [bibTex]
- Anabela Barreiro and Ida Rebelo-Arnold and Fernando Batista and Isabel Garcez and Tanara Zingano Kuhn, One Book, Two Language Varieties, presented at Computational Processing of the Portuguese Language (PROPOR), Apr. 2020 [DOI Article link] [bibTex]
- Pedro Cabral and Matilde Gonçalves and Ruben dos Santos and Hugo Nicolau and Luísa Coheur, PE2LGP Animator: A Tool To Animate A Portuguese Sign Language Avatar, presented at Workshop on the Representation and Processing of Sign Languages at the International Conference on Language Resources and Evaluation (LREC), Apr. 2020 [bibTex] [PDF]
- Francisco Luís Campos Pais de Oliveira and Alberto Abad and Isabel Trancoso, A Multiplayer Voice-Enabled Game Platform for the Elderly, presented at International Conference on Computational Processing of the Portuguese Language, Mar. 2020 [bibTex]
- Pedro Fialho and Luísa Coheur and Paulo Quaresma, Back to the feature, in entailment detection and similarity measurement for Portuguese, presented at 14th International Conference, PROPOR 2020, Mar. 2020 [bibTex]
- Mariana Julião and Alberto Abad and Helena Moniz, Comparison of Heterogeneous Feature Sets for Intonation Verification, presented at International Conference on Computational Processing of the Portuguese Language, Mar. 2020 [bibTex] [PDF]
- Anna Maria Pompili and Alberto Abad and Isabel Trancoso and José Fonseca and Isabel P Martins, Evaluation and Extensions of an Automatic Speech Therapy Platform, presented at International Conference on Computational Processing of the Portuguese Language, Mar. 2020 [bibTex]
- Sebastião Ledesma Frazão de Barros Quintas and Isabel Trancoso, Evaluation of Deep Learning Approaches to Text-to-Speech Systems for European Portuguese, presented at International Conference on Computational Processing of the Portuguese Language, Mar. 2020 [bibTex]
- Isabel Trancoso and Maria Joana Ribeiro Folgado Correia and Francisco Teixeira and Maria Catarina Tavares Botelho and Alberto Abad and Bhiksha Raj, Speech – a health biomarker, presented at (Keynote paper) International Conference on Computational Processing of the Portuguese Language, Mar. 2020 [bibTex]
- Margarida Grilo and Isabel Guimarães and Mariana Ascensão and Alberto Abad and Ivo Anjos and João Magalhães and Sofia Cavaco, The BioVisualSpeech European Portuguese Sibilants Corpus, presented at International Conference on Computational Processing of the Portuguese Language, Mar. 2020 [bibTex]
- Gonçalo Nuno Ventura de Melo and Luísa Coheur, Towards a Conversational Agent with Character, presented at Computational Processing of the Portuguese Language (PROPOR), Mar. 2020 [bibTex]
- Andrea Rodrigo and Silvia Reyes and Cristina Mota and Anabela Barreiro, Causal Discourse Connectors in the Teaching of Spanish as a Foreign Language (SLF) for Portuguese Learners Using NooJ, presented at The 13th International NooJ Conference, Jan. 2020 [DOI Article link] [bibTex]

2019

- Maria Joana Ribeiro Folgado Correia and Isabel Trancoso and Bhiksha Raj, In-the-Wild End-to-End Detection of Speech Affecting Diseases, presented at ASRU 2019, Dec. 2019 [bibTex]
- Eugénio Ribeiro and Andreia Sofia Teixeira and Ricardo Ribeiro and David Martins de Matos, Semantic Frame Induction as a Community Detection Problem, presented at Complex Networks 2019, Dec. 2019 [DOI Article link] [bibTex]
- Pedro Mota and Maxine Eskenazi and Luísa Coheur, BeamSeg: a Joint Model for Multi-Document Segmentation and Topic Identification, presented at Proceedings of the 23rd Conference on Computational Natural Language Learning, Nov. 2019 [bibTex] [PDF]
- Joao P. Carvalho and Pedro Gregório, A Case Study on Wildfire Propagation Modelling Using Evolving Rule Based Fuzzy Cognitive Maps, presented at 2019 Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019), Sep. 2019 [DOI Article link] [bibTex]
- Vera Cabarrão and Mariana Julião and Rubén Solera Ureña and Helena Moniz and Fernando Batista and Isabel Trancoso and Ana Isabel Mata da Silva, Affective analysis of customer service calls, presented at 10th International Conference of Experimental Linguistics (ExLing 2019), Sep. 2019 [bibTex] [PDF]
- Andreas Nautsch and Catherine Jasserand and Els Kindt and Massimiliano Todisco and Isabel Trancoso and Nicholas Evans, The GDPR & Speech Data: Reflections of Legal and Technology Communities, First Steps Towards a Common Understanding, presented at Interspeech 2019, Sep. 2019 [bibTex] [PDF]
- Luís Bernardo and Mathieu Giquel and Sebastião Quintas and Paulo Dimas and Helena Moniz and Isabel Trancoso, Unbabel Talk - Human Verified Translations for Voice Instant Messaging, presented at Interspeech 2019, Sep. 2019 [bibTex] [PDF]
- Helena Moniz and Rubén Solera Ureña and Vera Cabarrão and Mariana Julião and Fernando Batista and Isabel Trancoso, Affective computing based on acoustic-prosodic cues, presented at 14th Annual INGRoup Conference (Interdisciplinary Network for Group Research), Jul. 2019 [bibTex] [PDF]
- João Nuno Martins de Almeida and Joao P. Carvalho and Salomé Azevedo, 2Gather4Health: Automatic Web Identification of Solutions in Patient Innovation, presented at 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jun. 2019 [DOI Article link] [bibTex]
- João M. C. Sousa and Susana Vieira and Joao P. Carvalho and Sara C. Madeira and Leo Celi and Stan N. Finkelstein, An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs, presented at 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jun. 2019 [DOI Article link] [bibTex]
- Mariana Rodrigues Seguro Gaspar Fernandes and Cátia Andreia Gomes Dias and Luísa Coheur, Distinguishing Different Classes of Utterances - the UC-PT Corpus, presented at 8th Symposium on Languages, Applications and Technologies (SLATE 2019), Jun. 2019 [DOI Article link] [bibTex]
- Pedro Fialho and Luísa Coheur and Paulo Quaresma, From Lexical to Semantic Features in Paraphrase Identification, presented at 8th Symposium on Languages, Applications and Technologies, Jun. 2019 [bibTex]
- Naeemeh Adel and Keeley Crocket and Alan Crispin and Joao P. Carvalho and David Chandran, Human Hedge Perception – and its Application in Fuzzy Semantic Similarity Measures, presented at 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jun. 2019 [DOI Article link] [bibTex]
- Joao P. Carvalho, On the Implementation of Evolving Dynamic Cognitive Maps, presented at 2019 International Fuzzy Systems Association World Congress (IFSA-NAFIPS2019), Jun. 2019 [DOI Article link] [bibTex]
- Isabel Trancoso and Maria Joana Ribeiro Folgado Correia and Francisco Teixeira and Alberto Abad and Maria Catarina Tavares Botelho and Bhiksha Raj, Speech as a (private?) biomarker for speech affecting diseases, presented at (Keynote) ICIEA 2019 - The 14th IEEE Conference on Industrial Electronics and Applications, Jun. 2019 [bibTex]
- Chang-I Lai and Alberto Abad and Korin Richmond and Junichi Yamagishi and Najim Dehak and Simon King, Attentive filtering networks for audio replay attack detection, presented at IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May. 2019 [bibTex] [PDF]
- Eugénio Ribeiro and Vânia Mendonça and Ricardo Ribeiro and David Martins de Matos and Alberto Sardinha and Ana Lúcia Santos and Luísa Coheur, L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations, presented at Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019), May. 2019 [bibTex] [PDF]
- Miguel Serras Vasco and Francisco S. Melo and David Martins de Matos and Ana Paiva and Tetsunari Inamura, Online Motion Concept Learning: A Novel Algorithm for Sample-Efficient Learning and Recognition of Human Actions, presented at Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, May. 2019 [bibTex]
- Hugo Rodrigues and Luísa Coheur and Eric Nyberg, Populating the knowledge base of a conversational agent: human vs. machine, presented at SAC '19: Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, Apr. 2019 [DOI Article link] [bibTex]

National Conferences: 1

2019

- Luís Filipe Garcia and Luís C. Oliveira and David Martins de Matos, Eugénio V3 – Predição de Texto com Adaptação à Localização, presented at Jornadas SUPERA 2019, May. 2019 [bibTex]

National Journal Articles: 2

2019

- Vera Cabarrão and Fernando Batista and Helena Moniz and Isabel Trancoso and Ana Isabel Mata da Silva, Adaptação acústico-prosódica local em Português Europeu, article in Revista da Associação Portuguesa de Linguística, to appear on 2019, APL [bibTex] [PDF]

Dissertations

PhD Theses: 3

2020

- Vera Cabarrão advised by Isabel Trancoso and Ana Isabel Mata da Silva, Entrainment in European Portuguese, PhD Thesis at Faculty of Letters of the University of Lisbon, Apr. 2020 [bibTex] [PDF]

2019

- Pedro Mota advised by Luísa Coheur and Maxine Eskenazi, Interacting with a virtual teaching assistant: from the student model to the intelligent tutor, PhD Thesis, Jul. 2019 [bibTex]

MSc Theses: 33

2021

- João Rui Serote Nunes Martins Cruz advised by David Martins de Matos and Ricardo Ribeiro, Abstractive Multi-document Summarization using Topical Simplicial Curves, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- Helder David Fonseca Duarte advised by David Martins de Matos, Automated Deep Learning Artist for Music Generation, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- Sandra Gabriela Coimbra Monteiro advised by David Martins de Matos and Francisco Miguel Alves Campos de Sousa Dionísio, Categorização Automática do Conteúdo do Acervo de Imagens Digitais dos Arquivos do IST, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- Diogo Afonso Pedro Nunes advised by David Martins de Matos, Chronic pain assessment from patient reports, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- Vilma Carina Simões Neves advised by Ricardo Ribeiro and Nuno J. Mamede, Classificação Automática de Correspondência de Uma Instituição Pública, MSc Thesis, Jan. 2021 [bibTex]
- Soraia Alexandra Cardoso Filipe advised by Fernando Batista and Ricardo Ribeiro, Classificação de Emoções em Redes Sociais, MSc Thesis at Iscte - Instituto Universitário de Lisboa, Jan. 2021 [bibTex]
- Pedro Miguel Sonso Sousa advised by Isabel Trancoso and Xavier Anguera, Exploration of Audio Feedback for L2 English ProsodyTraining, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- Daniel Alexandre Pratas de Oliveira advised by David Martins de Matos, Generative models for image descriptions, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- João Pedro de Sousa Correia advised by Isabel Trancoso and Xavier Anguera, Inference of Pronunciation Difficulty from Non-Native Data, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]
- André Miguel Balau Fazendeiro advised by Ricardo Ribeiro and Nuno J. Mamede, Seleção Automática da Lista de Distribuição Associada à Correspondência de Uma Instituição Pública, MSc Thesis, Jan. 2021 [bibTex]
- Matilde Huberty Nogueira Ramos advised by Alberto Abad and Isabel Trancoso, Speech and Language Technologies Applied to the Therapy of Reading Disabilities, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex] [PDF]
- Duarte de Matos Soeiro Correia Teles advised by David Martins de Matos, Unsupervised Density-based Concept Discovery, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2021 [bibTex]

2020

- Nuno Alexandre Mestre Barradas advised by Ricardo Ribeiro and Fernando Batista, A Book-oriented Chatbot, MSc Thesis at Iscte - Instituto Universitário de Lisboa (before Bolonha), Dec. 2020 [bibTex]
- John Daniel Fidalgo Mendonça advised by Isabel Trancoso and Rui Correia, Automatic Detection of Profile Features, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Dec. 2020 [bibTex] [PDF]
- Ivan Volossovitch Carapinha advised by Isabel Trancoso, Multi-speaker TTS with Deep Learning, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Dec. 2020 [bibTex] [PDF]
- Gonçalo Fernando Ferreira da Costa Durão Correia advised by Ricardo Ribeiro and Hugo Rodrigues, Question Generation Using Neural Networks, MSc Thesis at Iscte - Instituto Universitário de Lisboa, Dec. 2020 [bibTex]
- Jéssica Cristina Azevedo Veiga advised by Luísa Coheur and Sandra Gama, As legendas de filmes ao serviço do processamento da língua natural, MSc Thesis, Oct. 2020 [bibTex]
- Sílvia Maria Matos Timóteo advised by Luísa Coheur and Alberto Sardinha, Extendo o VITHEA KIDS com Exercícios que Visam Testar e Melhorar Variadas Competências Linguísticas de Crianças, MSc Thesis, Oct. 2020 [bibTex]
- Rita Guilherme Matias Carvalho Barreiros advised by Isabel Trancoso and David Martins de Matos, Interfaces Cérebro-computador Baseadas em EEG, MSc Thesis, Oct. 2020 [bibTex]
- Matilde do Carmo Lages Gonçalves advised by Luísa Coheur and Hugo Nicolau, PE2LGP 4.0: Português Europeu para Língua Gestual Portuguesa, MSc Thesis, Oct. 2020 [bibTex]

2019

- Mariana Rebelo Dias advised by João Ferreira and Ricardo Ribeiro, Análise de Texto e Referências Multi-Documento, MSc Thesis at Iscte, Dec. 2019 [bibTex]
- Jorge Tafarel Morais Costa advised by Rúben Pereira and Ricardo Ribeiro, Automatization of Incident Resolution, MSc Thesis at Iscte, Dec. 2019 [bibTex]
- Guilherme Jorge de Lemos Marques advised by Alberto Abad and Anna Maria Pompili, Development of Mobile Application For Speech Therapy, MSc Thesis, Dec. 2019 [bibTex]
- Mariana Rodrigues Seguro Gaspar Fernandes advised by Luísa Coheur, Chattuga - desenvolvimento de um chatbot para português, MSc Thesis, Nov. 2019 [bibTex]
- João Afonso Raposo advised by David Martins de Matos, Improving Acoustic Features for Structural Segmentation of Music, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Nov. 2019 [bibTex]
- João Miguel Lucas Santos advised by Luísa Coheur, Say something Smart 3.0 - um chatbot em domínio aberto, MSc Thesis, Nov. 2019 [bibTex]
- Sebastião Ledesma Frazão de Barros Quintas advised by Isabel Trancoso and Ana Londral, Portuguese Speech Synthesis for Amyotrophic Lateral Sclerosis, MSc Thesis at Instituto Superior Técnico, University of Lisbon, Oct. 2019 [bibTex]
- André Gilberto Tai advised by Ricardo Ribeiro and Luísa Coheur, PALbot: a Plug&(Almost)pLay chatbot, MSc Thesis at Iscte, Jul. 2019 [bibTex]
- Ângela Margarida Gonçalves Ferreira advised by Luísa Coheur and Bruno Martins, Question Generation With Deep Neural Networks, MSc Thesis, Jul. 2019 [bibTex]
- Pedro Miguel Teiga Melo Teles advised by Isabel Trancoso and Alberto Abad, Surdez na Terceira Idade, MSc Thesis, Jul. 2019 [bibTex]
- Ricardo Costa Dias Rei advised by Luísa Coheur and João Graça, Multi-lingual automatic reply for customer support, MSc Thesis, Jun. 2019 [bibTex]
- Ana Rafaela Gravelho Saraiva advised by David Martins de Matos and Teresa Paiva, EEG-based Music Cross-modal Retrieval, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, May. 2019 [bibTex]
- Guilherme Ilunga advised by António Menezes Leitão, Single-Objective Optimization for Architecture, MSc Thesis at Instituto Superior Técnico, Universidade de Lisboa, Feb. 2019 [bibTex] [PDF]

Internships: 6

2020

- Rafael Alexandre Milheiro Lourenço advised by David Martins de Matos, Construção de Artefactos Narrativos, short term traineeship, Mar. 2020 [bibTex]

2019

- Joaquim Nuno Rodrigues Verdasca advised by David Martins de Matos, Geração de artefactos a partir de descrições, short term traineeship, Jun. 2019 [bibTex]
- Duarte de Matos Soeiro Correia Teles advised by David Martins de Matos, 'Online Density-based Discriminative Models', short term traineeship, May. 2019 [bibTex]
- Maria José Benitez Caballero advised by Joao P. Carvalho, Trabalho de Doutoramento, short term traineeship, Mar. 2019 [bibTex]
- Diogo Manuel Bragança Carrasco advised by Alberto Abad, Tratamento de Dados, short term traineeship, Mar. 2019 [bibTex]
- Francisco Lopes Pereira de Carvalho advised by David Martins de Matos, Self-organization of Emotional Spaces in Fado Music, short term traineeship, Jan. 2019 [bibTex]

as Editors

Edited Books: 1

2019

- Ricardo Rodrigues and Jan Janousek and Luís Ferreira and Luísa Coheur and Fernando Batista and Hugo Oliveira, editors, 8th Symposium on Languages, Applications and Technologies, 74, Jun. 2019, OASIcs [bibTex] [PDF]

Other Publications: 2

2020

- Maria teste and Joao P. Carvalho, editors, estagio de verao, Jul. 2020 [bibTex]

2019

- Francisco Afonso Raposo and David Martins de Matos and Ricardo Ribeiro, editors, Learning Embodied Semantics via Music and Dance Semiotic Correlations, Mar. 2019, http://arxiv.org/abs/1903.1053 [bibTex]

Edited Proceedings: 5

2020

- André Martins and Helena Moniz and Sara Fumega and Bruno Martins and Fernando Batista and Luísa Coheur and Carla Parra and Isabel Trancoso and Marco Turchi and Arianna Bisazza and Joss Moorkens and Ana Guerberof and Mary Nurminen and Lena Marg and Mikel L. Forcada, editors, Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, Oct. 2020, European Association for Machine Translation [bibTex]
- Marie-Jeanne Lesot and Susana Vieira and Marek Z. Reformat and Joao P. Carvalho and Anna Wilbik and Bernardette Bouchon-Meunier and Ronald R. Yager, editors, Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part I, Communications in Computer and Information Science 1237, Jun. 2020, Springer [bibTex]
- Marie-Jeanne Lesot and Susana Vieira and Marek Z. Reformat and Joao P. Carvalho and Anna Wilbik and Bernadette Bouchon-Meunier and Ronald R. Yager, editors, Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part II, Communications in Computer and Information Science 1238, Jun. 2020, Springer [bibTex]
- Marie-Jeanne Lesot and Susana Vieira and Marek Z. Reformat and Joao P. Carvalho and Anna Wilbik and Bernadette Bouchon-Meunier and Ronald R. Yager, editors, Information Processing and Management of Uncertainty in Knowledge-Based Systems: 18th International Conference, IPMU 2020, Lisbon, Portugal, June 15–19, 2020, Proceedings, Part III, Communications in Computer and Information Science 1239, Jun. 2020, Springer [bibTex]
- Paulo Quaresma and Renata Vieira and Sandra Aluísio and Helena Moniz and Fernando Batista and Teresa Gonçalves, editors, Computational Processing of the Portuguese Language, 14th International Conference, PROPOR 2020, Lecture Notes in Artificial Intelligence, Mar. 2020, Springer [bibTex]

Special Issues of Journals (editor): 2

2020

- Paulo Quaresma and Renata Vieira and Sandra Aluísio and Helena Moniz, editors, Selected Papers from PROPOR 2020, Information vol. 11 (10), Oct. 2020, MDPI Multidisciplinary Digital Publishing Institute [bibTex]
- Xiaodong He and Li Deng and Richard Rose and Isabel Trancoso and Chao Zhang, editors, Introduction to the Special Issue on Deep Learning for Multi-Modal Intelligence Across Speech, Language, Vision, and Heterogeneous Signals, IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING vol. 14 (3), Mar. 2020, IEEE [DOI Editorial link] [bibTex] [PDF]

Reports

Technical Reports: 1

2019