David Martins de Matos
From HLT@INESC-ID
David Martins de MatosProfessor Associado | IID-IT SA-HLT
David Martins de Matos graduated in Electrical and Computer Engineering in 1990 from Instituto Superior Técnico (IST), Lisbon. He received a Masters Degree in Electrical and Computer Engineering in 1995 (from IST), on object-oriented programming in distributed systems. In 2005, he received a Doctor of Engineering Degree in Systems and Computer Science (IST), on automatic natural language generation. He has been teaching since 1993 (on logic and functional programming, object-oriented programming, algorithms and data structures, compiler construction, computer architecture, distributed systems, computer graphics, and natural language processing). He was a researcher at INESC, from 1988 to 2000, in the Distributed Systems, Telematic Services and Systems, and Software Engineering Groups. In 1998 he became a member of the Telematic and Computational Systems Center (IST), until 2001, when he became a member of INESC-ID's newly created Spoken Language Systems Lab (L²F). In the past, he participated in several European and National projects, as well as projects in the private sector (banking and telecommunications industries), both national and international. He is a senior member of the ACM (SIGMM, SIGIR) and of the IEEE (Signal Processing Society, Computer Society, Robotics and Automation Society). He is a member of the Order of Portuguese Engineers.
His scientific interests include management of linguistic resources; software architectures for natural language engineering; automatic natural language generation and automatic summarization; natural language interfaces; and processing of written language in general. In addition to the above interests, he also conduct research in computational processing of music and applications of machine learning in the health sector.
Total Publications: 155
Article (Author)
- Modeling Chronic Pain Experiences from Online Reports Using the Reddit Reports of Chronic Pain Dataset
Diogo A.P. Nunes, Joana Ferreira Gomes, Fani Neto, David Martins de Matos,
Information, vol. 14, n. 4, pages 1-25, DOI 10.3390/info14040237, April 2023 - Analysis of chronic pain descriptions for base-pathology prediction: the case of rheumatoid arthritis versus spondylitis
Diogo A.P. Nunes, Joana Ferreira Gomes, Carlos Vaz, Daniela Oliveira, Sofia Pimenta, Fani Neto, David Martins de Matos,
DOR, December 2022 - Automatic Recognition of the General-Purpose Communicative Functions defined by the ISO 24617-2 Standard for Dialog Act Annotation
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
Journal of Artificial Intelligence Research (JAIR), vol. 73, pages 397-436, DOI 10.1613/jair.1.13280, January 2022 - Learning low-dimensional semantics for music and language via multi-subject fMRI
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
Neuroinformatics, DOI 10.1007/s12021-021-09560-5, January 2022 - Assessing Kinetic Meaning via Deep Cross-Modal Retrieval of Music and Dance
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
Neural Computing and Applications, vol. 33, n. 21, pages 14481-14493, DOI 10.1007/s00521-021-06090-8, April 2021 - Semantic frame induction through the detection of communities of verbs and their arguments
Eugénio Ribeiro, Andreia Sofia Teixeira, Ricardo Ribeiro, David Martins de Matos,
Applied Network Science, vol. 5, DOI 10.1007/s41109-020-00312-z, September 2020 - Pragmatic Aspects of Discourse Production for the Automatic Identification of Alzheimer's Disease
Anna Maria Pompili, Alberto Abad, David Martins de Matos, Isabel P. Martins,
IEEE Journal of Selected Topics in Signal Processing, pages 1-11, DOI 10.1109/JSTSP.2020.2967879, January 2020 - Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
Journal of Artificial Intelligence Research, vol. 66, pages 861-899, December 2019 - Reconhecimento de Actos de Diálogo Hierárquicos e Multi-Etiqueta em Dados em Espanhol
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
Linguamática, vol. 11, n. 1, pages 17-40, DOI 10.21814/lm.11.1.278, July 2019 - An information-theoretic approach to machine-oriented music summarization
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
Pattern Recognition Letters, DOI 10.1016/j.patrec.2019.03.014, March 2019 - A Multilingual and Multidomain Study on Dialog Act Recognition Using Character-Level Tokenization
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
Information, vol. 10, n. 3, DOI 10.3390/info10030094, March 2019 - Event-Based Summarization using a Centrality-As-Relevance Model
Luís Marujo, Ricardo Ribeiro, Anatole Gershman, David Martins de Matos, João Paulo da Silva Neto, Jaime Carbonell,
Knowledge and Information Systems, vol. 50, n. 3, pages 945-968, DOI 10.1007/s10115-016-0966-4, March 2017 - Using Generic Summarization to Improve Music Information Retrieval Tasks
Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos,
IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 24, n. 6, pages 1119-1128, DOI 10.1109/TASLP.2016.2541299, May 2016 - Summarization of Films and Documentaries Based on Subtitles and Scripts
Ana Marta Simões Aparício, Paulo César Dias Figueiredo, Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro, Luís Marujo,
Pattern Recognition Letters, vol. 73, pages 7-12, DOI 10.1016/j.patrec.2015.12.016, April 2016 - Evaluating pictogram prediction in a location-aware augmentative and alternative communication system
Luís Filipe Garcia, Luís C. Oliveira, David Martins de Matos,
Assistive Technology, vol. 28, n. 2, pages 83-92, DOI 10.1080/10400435.2015.1092181, April 2016 - Exploring Events and Distributed Representations of Text in Multi-Document Summarization
Luís Marujo, Wang Ling, Ricardo Ribeiro, Anatole Gershman, Jaime Carbonell, David Martins de Matos, João Paulo da Silva Neto,
Knowledge-Based Systems, vol. 94, pages 33-42, DOI 10.1016/j.knosys.2015.11.005, February 2016 - Multicore SIMD ASIP for Next Generation Sequencing and Alignment Biochip Platforms
Nuno Neves, Nuno Sebastião, David Martins de Matos, Pedro Tomás, Paulo Flores, Nuno Roma,
IEEE Transactions on Very Large Scale Integration Systems, vol. 23, n. 7, pages 1287-1300, DOI 10.1109/TVLSI.2014.2333757, July 2015 - Measuring the Performance of a Location-Aware Text Prediction System
Luís Filipe Garcia, Luís C. Oliveira, David Martins de Matos,
Transactions on Accessible Computing, vol. 7, n. 1, DOI 10.1145/2739998, June 2015 - On the Application of Generic Summarization Algorithms to Music
Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos,
IEEE Signal Processing Letters, vol. 22, n. 1, DOI 10.1109/LSP.2014.2347582, January 2015 - Word and Sentence Prediction: Using the best of the two worlds to assist AAC users
Luis Garcia, Luís C. Oliveira, David Martins de Matos,
Technology and Disability, vol. 26, n. 2, pages 79-91, DOI 10.3233/TAD-140406, November 2014 - Revisiting Centrality-as-Relevance: Support Sets and Similarity as Geometric Proximity
Ricardo Ribeiro, David Martins de Matos,
Journal of Artificial Intelligence Reseach - JAIR (ISSN 1076 - 9757), vol. 42, pages 275-308, DOI 10.1613/jair.3387, November 2011 - Using Unsupervised Word Sense Disambiguation to Guess Verb Subjects on Untagged Corpora
Paula Vaz Lobo, David Martins de Matos,
Language Forum, vol. 34, n. 1, pages 95-105, January 2008
In Proceedings (Author)
- Automatic Recognition of the General-Purpose Communicative Functions Defined by the ISO 24617-2 Standard for Dialog Act Annotation (Extended Abstract)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
International Joint Conference on Artificial Intelligence (IJCAI), pages 6948-6953, Macao, August 2023 - Chronic Pain Patient Narratives Allow for the Estimation of Current Pain Intensity
Diogo A.P. Nunes, Joana Ferreira Gomes, Daniela Oliveira, Sofia Pimenta, Fani Neto, David Martins de Matos,
2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS), Institute of Electrical and Electronics Engineers Inc., pages 716-719, IEEE, United States of America, June 2023 - Active Learning Improves the Teacher’s Experience: A Case Study in a Language Grounding Scenario
Filipe Vaz Reynaud, Eugénio Ribeiro, David Martins de Matos,
IberSPEECH 2022, ISCA, pages 141-145, ISCA, Granada, November 2022 - Chronic Pain and Language: A Topic Modelling Approach to Personal Pain Descriptions
Diogo A.P. Nunes, Joana Ferreira Gomes, Carlos Vaz, Daniela Santos Oliveira, Sofia Pimenta, Fani Neto, David Martins de Matos,
12th Congress of the European Pain Federation EFIC, Dublin, Ireland, April 2022 - Mapping the Dialog Act Annotations of the LEGO Corpus into ISO 24617-2 Communicative Functions
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), ELRA, pages 531–539, ELRA, May 2020 - Semantic Frame Induction as a Community Detection Problem
Eugénio Ribeiro, Andreia Sofia Teixeira, Ricardo Ribeiro, David Martins de Matos,
Complex Networks 2019, Springer, pages 274-285, Springer, Lisbon, Portugal, December 2019 - L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations
Eugénio Ribeiro, Vânia Mendonça, Ricardo Ribeiro, David Martins de Matos, Alberto Sardinha, Ana Lúcia Santos, Luísa Coheur,
Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019), ACL, pages 130-136, ACL, Minneapolis, Minnesota, USA, May 2019 - Online Motion Concept Learning: A Novel Algorithm for Sample-Efficient Learning and Recognition of Human Actions
Miguel Serras Vasco, Francisco S. Melo, David Martins de Matos, Ana Paiva, Tetsunari Inamura,
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, AAMAS 2019, International Foundation for Autonomous Agents and Multiagen, pages 2244-2246, International Foundation for Autonomous Agents and Multiagen, Montréal, Canada, May 2019 - Eugénio V3 – Predição de Texto com Adaptação à Localização
Luís Filipe Garcia, Luís C. Oliveira, David Martins de Matos,
Jornadas SUPERA 2019, Leiria, May 2019 - Topic coherence analysis for the classification of Alzheimer’s disease
Anna Maria Pompili, Alberto Abad, David Martins de Matos, Isabel P. Martins,
IberSPEECH 2018, ISCA, pages 281-285, ISCA, Barcelona, November 2018 - End-to-End Multi-Level Dialog Act Recognition
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
IberSPEECH 2018, ISCA, pages 301-305, ISCA, Barcelona, November 2018 - A Study on Dialog Act Recognition Using Character-Level Tokenization
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
Artificial Intelligence: Methodology, Systems, and Applications, 18th International Conference, AIMSA 2018, LNAI, Springer, pages 93-103, Springer, Varna, Bulgaria, September 2018 - A Deeper Look at Detecting Cyberbullying in Social Networks
Hugo Rosa, David Martins de Matos, Ricardo Ribeiro, Luísa Coheur, Joao P. Carvalho,
IJCNN, 2018 International Joint Conference on Neural Networks, IEEE Explorer, pages 323-330, IEEE Explorer, Rio de Janeiro, Brazil, July 2018 - A Curiosity Model for Artificial Agents
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
European Conference on Artificial Life (ECAL), MIT Press, pages 561-568, MIT Press, Lyon, France, September 2017 - Automatic Detection of Hyperarticulated Speech
Eugénio Ribeiro, Fernando Batista, Isabel Trancoso, Ricardo Ribeiro, David Martins de Matos,
IberSPEECH 2016, Lecture Notes in Computer Science, Springer International Publish, vol. 10077, pages 182--191, Springer International Publish, Lisbon, November 2016 - Assessing User Expertise in Spoken Dialog System Interactions
Eugénio Ribeiro, Fernando Batista, Isabel Trancoso, José Lopes, Ricardo Ribeiro, David Martins de Matos,
IberSPEECH 2016, Lecture Notes in Computer Science, Springer International Publish, vol. 10077, pages 245--254, Springer International Publish, Lisbon, November 2016 - SPA: Web-based Platform for easy Access to Speech Processing Modules
Fernando Batista, Pedro dos Santos Lopes Curto, Isabel Trancoso, Alberto Abad, Jaime Rodrigues Ferreira, Eugénio Ribeiro, Helena Moniz, David Martins de Matos, Ricardo Ribeiro,
LREC, European Language Resources Association (ELRA), pages 3886--3892, European Language Resources Association (ELRA), Portorož, Slovenia, May 2016 - BPMTimeline: JavaScript Tempo Functions and Time Mappings using an Analytical Solution
Bruno Filipe Silva Dias, H. Sofia Pinto, David Martins de Matos,
2nd Web Audio Conference (WAC), Georgia Institute of Technology, Georgia Institute of Technology, http://hdl.handle.net/1853/54588, March 2016 - Time Stretching & Pitch Shifting with the Web Audio API: Where are we at?
Bruno Filipe Silva Dias, David Martins de Matos, Matthew E.P. Davies, H. Sofia Pinto,
2nd Web Audio Conference (WAC), Georgia Institute of Technology, Georgia Institute of Technology, http://hdl.handle.net/1853/54587, March 2016 - Automatic Keyword Extraction on Twitter
Luís Marujo, Wang Ling, Isabel Trancoso, Chris Dyer, Alan W. Black, Anatole Gershman, David Martins de Matos, João Paulo da Silva Neto, Jaime Carbonell,
53rd Annual Meeting of the Association for Computational Linguistics, ACL, ACL, Beijing, China, July 2015 - Privacy-Preserving Multi-Document Summarization
Luís Marujo, José Portêlo, Wang Ling, David Martins de Matos, João Paulo da Silva Neto, Anatole Gershman, Jaime Carbonell, Isabel Trancoso, Bhiksha Raj,
ACM SIGIR Workshop on Privacy-Preserving Information Retrieval, Santiago, Chile, July 2015 - Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach
Luís Marujo, Ricardo Ribeiro, David Martins de Matos, João Paulo da Silva Neto, Anatole Gershman, Jaime Carbonell,
*SEM 2015: Fourth Joint Conference on Lexical and Computational Semantics, ACL, pages 176, ACL, Denver, Colorado, June 2015 - Textual Event Detection using Fuzzy Fingerprints
Luís Marujo, Joao P. Carvalho, Anatole Gershman, Jaime Carbonell, João Paulo da Silva Neto, David Martins de Matos,
IEEE Intelligent Systems IS’14, IEEE, pages 825-836, IEEE, Warsaw, Poland, September 2014 - Privacy-Preserving Important Passage Retrieval
Luís Marujo, José Portêlo, David Martins de Matos, João Paulo da Silva Neto, Anatole Gershman, Jaime Carbonell, Isabel Trancoso, Bhiksha Raj,
PIR14: Privacy-Preserving IR: When Information Retrieval Meets Privacy and Security (SIGIR 2014 Workshop), SIGIR, ACM, ACM, Gold Coast, Australia, July 2014 - What Can We Do To Make AAC Devices Configuration Easier?
Luis Garcia, Luís C. Oliveira, David Martins de Matos,
ISAAC Conference 2014, International Society for Augmentative and Alternative Commu, International Society for Augmentative and Alternative Commu, Lisbon, Portugal, July 2014 - Revising the Annotation of a Broadcast News Corpus: a Linguistic Approach
Vera Cabarrão, Helena Moniz, Fernando Batista, Ricardo Ribeiro, Nuno J. Mamede, Hugo Meinedo, Isabel Trancoso, Ana Isabel Mata da Silva, David Martins de Matos,
Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14), European Language Resources Association (ELRA), pages 3908-3913, European Language Resources Association (ELRA), Reykjavik, Iceland, May 2014 - Word and Sentence Prediction: Using the Best of the Two Worlds to Assist AAC Users
Luis Garcia, Luís C. Oliveira, David Martins de Matos,
12th European AAATE Conference, IOS Press, IOS Press, Vilamoura, Portugal, September 2013 - Revisiting Centrality-as-Relevance: Support Sets and Similarity as Geometric Proximity: Extended abstract
Ricardo Ribeiro, David Martins de Matos,
IJCAI 2013 - Journal Track, AAAI, pages 3175-3179, AAAI, Beijing, China, August 2013 - Understanding Temporal Dynamics of Ratings in the Book Recommendation Scenario
Paula Vaz Lobo, Ricardo Ribeiro, David Martins de Matos,
International Conference on Information Systems and Design of Communication, ISDOC 2013, ACM, pages 11-15, ACM, Lisboa, Portugal, July 2013 - Self reinforcement for important passage retrieval
Ricardo Ribeiro, Luís Marujo, David Martins de Matos, João Paulo da Silva Neto, Anatole Gershman, Jaime Carbonell,
36th international ACM SIGIR conference on Research and development in information retrieval, ACM, pages 845-848, ACM, Dublin, Ireland, July 2013 - BioBlaze: Multi-Core SIMD ASIP for DNA Sequence Alignment
Nuno Neves, Nuno Sebastião, André Patrício, David Martins de Matos, Pedro Tomás, Paulo Flores, Nuno Roma,
International Conference on Application-specific Systems, Architectures and Processors (ASAP 2013), IEEE, pages 241-244, IEEE, Washington D.C., USA, June 2013 - Understanding the Temporal Dynamics of Recommendations across Different Rating Scales
Paula Vaz Lobo, Ricardo Ribeiro, David Martins de Matos,
UMAP 2013, The 21st Conference on User Modeling, Adaptation and Personalization, Late-Breaking Results, Project Papers and Workshop Proceedin, CEUR Workshop Proceedings, CEUR Workshop Proceedings, Rome, Italy, June 2013 - Towards a Fair Comparison between Name Disambiguation Approaches
João Guerreiro, Daniel Jorge Viegas Gonçalves, David Martins de Matos,
OAIR 2013 (the 10th International Conference in the RIAO series), Lisbon, May 2013 - Book Recommender Prototype based on Author’s Writing Style
Paula Vaz Lobo, Ricardo Ribeiro, David Martins de Matos,
OAIR 2013 (the 10th International Conference in the RIAO series), Lisbon, May 2013 - Recognition of Named-Event Passages in News Articles
Luís Marujo, Wang Ling, Anatole Gershman, Jaime Carbonell, João Paulo da Silva Neto, David Martins de Matos,
25th International Conference on Computational Linguistics (COLING 2012), Mumbai, India, December 2012 - Stylometric Relevance-feedback towards a Hybrid Book Recommendation Algorithm
Paula Vaz Lobo, David Martins de Matos, Bruno Martins,
BooksOnline’12 - Online Books, Complementary Social Media (workshop in conjunction with CIKM’12), Maui, Hawaii, USA, October 2012 - Influence of Peak Selection Methods on Onset Detection
Carlos Manuel Tadeia Rosão, Ricardo Ribeiro, David Martins de Matos,
13th International Society for Music Information Retrieval Conference (ISMIR 2012), FEUP, FEUP, Porto, Portugal, October 2012 - LitRec vs. Movielens: A Comparative Study
Paula Vaz Lobo, Ricardo Ribeiro, David Martins de Matos,
International Conference on Knowledge Discovery and Information Retrieval (KDIR 2012), Barcelona, Spain, October 2012 - Testing lexical approaches in QA4MRE
Hugo Rodrigues, Luísa Coheur, Ana Cristina Mendes, Ricardo Ribeiro, David Martins de Matos,
CLEF 2012, Online Working Notes, Online Working Notes, Roma, Italy, September 2012 - Key Phrase Extraction of Lightly Filtered Broadcast News
Luís Marujo, Ricardo Ribeiro, David Martins de Matos, João Paulo da Silva Neto, Anatole Gershman, Jaime Carbonell,
15th International Conference on Text, Speech and Dialogue (TSD 2012), Springer, Springer, Brno, Czech Republic, September 2012 - Comparing Onset Detection Methods Based on Spectral Features
Carlos Manuel Tadeia Rosão, Ricardo Ribeiro, David Martins de Matos,
OSDOC 2012: Workshop Open Source and Design of Communication , ACM, pages 71-78, ACM, June 2012 - Improving a Hybrid Literary Book Recommendation System through Author Ranking
Paula Vaz Lobo, David Martins de Matos, Bruno Martins, Pável Calado,
ACM/IEEE Joint Conference on Digital Libraries - JCDL 2012, ACM/IEEE Joint Conference on Digital Libraries, ACM, ACM, Washington, DC, June 2012 - Building and Exploring Semantic Equivalences Resources
Gracinda Carvalho, David Martins de Matos, Vitor Rocio,
Language Resources and Evaluation Conference - LREC 2012, European Language Resources Association (ELRA), European Language Resources Association (ELRA), Istanbul, Turkey, May 2012 - Summarizing Speech by Contextual Reinforcement of Important Passages
Ricardo Ribeiro, David Martins de Matos,
Computational Processing of the Portuguese Language - PROPOR 2012, Lecture Notes in Computer Science -- LNAI 7243/2012, Springer, vol. 7243, pages 392-402, Springer, Coimbra, Portugal, April 2012 - Searching a Mixed Corpus in the Light of the New Portuguese Orthographic Norm
Gracinda Carvalho, Isabel Falé, David Martins de Matos, Vitor Rocio,
Computational Processing of the Portuguese Language - PROPOR 2012, Lecture Notes in Computer Science -- LNAI 7243/2012, Springer, vol. 7243, pages 56--62, Springer, Coimbra, Portugal, April 2012 - Incremental Genre Detection for Recommendation in the Long Tail
Paula Vaz Lobo, David Martins de Matos,
LTC11 - 5th Language & Technology Conference, Poznań, Poland, November 2011 - Discriminative Phrase-based Lexicalized Reordering Models using Weighted Reordering Graphs
Wang Ling, João Graça, David Martins de Matos, Isabel Trancoso, Alan W. Black,
The 5th International Joint Conference on Natural Language Processing (IJCNLP2011), pages 47-55, Chiang Mai, Thailand, November 2011 - Multiple Hypothesis Tracking in Camera Networks
David Miguel Guilherme Branquinho Ribeiro Antunes, Dário Figueira, David Martins de Matos, Alexandre Bernardino, José Gaspar,
OMNIVIS 2011 - 11th Workshop on Omnidirectional Vision, Camera Networks and Non-classical Cameras, Barcelona, Spain, November 2011 - Audio Based Segmentation Using Timbre and Chroma Features
Pedro Féria de Almeida Girão Antunes, David Martins de Matos, Isabel Trancoso,
INForum 2011 - Computação Sonora e Musical, Coimbra, Portugal, September 2011 - Improving Domotic Services Combining a Dialog System and a Resident Tracking System
David Miguel Guilherme Branquinho Ribeiro Antunes, David Martins de Matos, José Gaspar,
IEEE EUROCON 2011 - International Conference on Computer as a Tool, Lisbon, Portugal, April 2011 - Multiple Hypothesis Group Tracking in Video Sequences
David Miguel Guilherme Branquinho Ribeiro Antunes, David Martins de Matos, José Gaspar,
16th Portuguese Conference on Pattern Recognition (RecPad 2010), Vila Real, October 2010 - Fairy Tale Corpus Organization Using Latent Semantic Mapping and an Item-to-item Top-n Recommendation Algorithm
Paula Vaz Lobo, David Martins de Matos,
Language Resources and Evaluation Conference - LREC 2010, European Language Resources Association (ELRA), European Language Resources Association (ELRA), Malta, May 2010 - Improving IdSay: a characterization of strengths and weaknesses in Question Answering systems for Portuguese
Gracinda Carvalho, David Martins de Matos, Vitor Rocio,
International Conference on Computational Processing of Portuguese Language (PROPOR 2010), LNCS, Springer, Springer, Porto Alegre, Brasil, April 2010 - IdSay: Question Answering for Portuguese
Gracinda Carvalho, David Martins de Matos, Vitor Rocio,
Evaluating Systems for Multilingual and Multimodal Information Access, Lecture Notes in Computer Science, Springer Berlin / Heidelberg, pages 345-352, Springer Berlin / Heidelberg, Aarhus, Denmark, September 2009 - High-Performance High-Volume Layered Corpora Annotation
Tiago Luís, David Martins de Matos,
Proc. of The Third Linguistic Annotation Workshop (The LAW III) (ACL-IJCNLP 2009), Association for Computational Linguistics, pages 99-107, Association for Computational Linguistics, Suntec, Singapore, August 2009 - Using Prior Knowledge to Assess Relevance in Speech Summarization
Ricardo Ribeiro, David Martins de Matos,
2008 IEEE Workshop on Spoken Language Technology, IEEE, IEEE, December 2008 - IdSay: A Question Answering system for Portuguese powered by Wikipedia
Gracinda Carvalho, David Martins de Matos, Vitor Rocio,
Propor 2008 Special Session: Applications of Portuguese Speech and Language Technologies, Curia, Portugal, September 2008 - IdSay: Question Answering for Portuguese
Gracinda Carvalho, David Martins de Matos, Vitor Rocio,
QA@CLEF 2008 Workshop (European Conference on Research and Advanced Technology for Digital Libraries - ECDL 2008), Aarhus, Denmark, September 2008 - QA@L2F, first steps at QA@CLEF
Ana Cristina Mendes, Luísa Coheur, Nuno J. Mamede, Ricardo Ribeiro, David Martins de Matos, Fernando Batista,
, Lecture Notes in Computer Science, Springer-Verlag, vol. 5152, Springer-Verlag, September 2008 - Mixed-Source Multi-Document Speech-to-Text Summarization
Ricardo Ribeiro, David Martins de Matos,
MMIES-2: Multi-source, Multilingual Information Extraction and Summarization (COLING 2008), The 22nd International Conference on Computational Linguisti, Coling 2008 Organizing Committee, pages 33--40, Coling 2008 Organizing Committee, Manchester, UK, August 2008 - Using Lexical Acquisition to Enrich a Predicate Argument Reusable Database
Paula Vaz Lobo, David Martins de Matos, Nuno J. Mamede,
Language Resources and Evaluation Conference - LREC 2008, European Language Resources Association (ELRA), pages 28-30, European Language Resources Association (ELRA), Marrakech, Morocco, May 2008 - Document retrieval for question answering: a quantitative evaluation of text preprocessing
Gracinda Carvalho, David Martins de Matos, Vitor Rocio,
Proceedings of the ACM first Ph.D. workshop in CIKM, Conference on Information and Knowledge Management, ACM, pages 125-130, ACM, Lisbon, Portugal, November 2007 - QA@L2F@QA@CLEF
Ana Cristina Mendes, Luísa Coheur, Nuno J. Mamede, Luís Carlos da Silva Romão, João Miguel Sanches Loureiro, Ricardo Ribeiro, Fernando Batista, David Martins de Matos,
Working Notes for the CLEF 2007 Workshop, September 2007 - Extractive Summarization of Broadcast News: Comparing Strategies for European Portuguese
Ricardo Ribeiro, David Martins de Matos,
Text, Speech and Dialogue, 10th International Conference, TSD 2007, Lecture Notes in Computer Science, ISBN 978-3-540-74627-0, Springer, vol. 4629, pages 115-122, Springer, Pilsen, Czech Republic, September 2007 - XMLaligner: Exploração de Corpora Paralelos
Ivo Anjo, David Martins de Matos,
XATA2007 — XML: Aplicações e Tecnologias Associadas, FCUL, FCUL, Lisboa, Portugal, February 2007 - Utilização de XML para Desenvolvimento Rápido de Analisadores Morfológicos Flexíveis
Bruno Oliveira, Carlos Pona, David Martins de Matos, Ricardo Ribeiro,
XATA2006 - XML: Aplicações e Tecnologias Associadas, Universidade do Minho, Universidade do Minho, Portalegre, February 2006 - Safe sharing in an application building environment
David Martins de Matos, Angelo Reis, Marco Costa, Nuno J. Mamede,
Proceedings of the Herramientas y Recursos Linguísticos para el Español y el Portugués workshop, a satelite of the Ninth, pages 249-256, Puebla, Mexico, November 2004 - How to integrate data from different sources
Ricardo Ribeiro, David Martins de Matos, Nuno J. Mamede,
Language Resources and Evaluation Conference - LREC 2004, European Language Resources Association (ELRA), pages 52-58, European Language Resources Association (ELRA), Lisboa, Portugal, May 2004 - Rethinking Reusable Resources
David Martins de Matos, Ricardo Ribeiro, Nuno J. Mamede,
Proceedings of the Fourth International Conference On Language Resources and Evaluation - LREC'2004, pages 357-360, Lisboa, Portugal, May 2004 - Easy Automatic Terms Acquisition with ATA and Galinha
Joana Paulo Pardal, David Martins de Matos, Nuno J. Mamede,
TASHA'2003, Technical Reports, Faculdade de Ciências da Universidade de Lisboa, vol. 3, pages 29-30, Faculdade de Ciências da Universidade de Lisboa, Lisboa, Portugal, October 2003 - Managing Linguistic Resources and Tools
David Martins de Matos, Joana Paulo Pardal, Nuno J. Mamede,
Proc. of the 6th Intl. Workshop, PROPOR 2003,, Springer-Verlag, Heidelberg, pages 135-142, Springer-Verlag, Heidelberg, Faro, Portugal, June 2003 - Empowering the User: a Data-oriented Application-building Framework
David Martins de Matos, Alexandre Manuel Fonseca Mateus, João Graça, Nuno J. Mamede,
Adjunct Proc. UI4ALL'2002 - 7th ERCIM Workshop User Interfaces for All, Chantilly, France, October 2002 - Data-driven application configuration
David Martins de Matos, Nuno J. Mamede,
Workshop Customizing Knowledge in NLP Applications, International Conference on Language Resources and Evaluation, Las Palmas, May 2002 - EDITE - Um Sistema de Acesso a uma Base de Dados em Linguagem Natural
Luísa Coheur, Nuno J. Mamede, David Martins de Matos,
Workshop Taggers para o Português, Instituto de Linguística Teóri, Instituto de Linguística Teóri, Lisboa, May 1997 - DDT - Manipulação Directa de Entidades Paramétricas Tridimensionais
José Carmona, David Martins de Matos, João Carlos Serrenho Dias Pereira,
Terceiro Encontro Nacional de Computação Gráfica, October 1990
In Book (Author)
- Improving Speech-to-Text Summarization by Using Additional Information Sources
Ricardo Ribeiro, David Martins de Matos,
Multi-source, Multilingual Information Extraction and Summarization, pages 0, Springer, Heidelberg, January 2013 - Terminology Mining with ATA and Galinha
Joana Paulo Pardal, David Martins de Matos, Nuno J. Mamede,
Language Technology for Portuguese: Shallow Processing Tools and Resources, Edições Colibri, Lisboa, Portugal, October 2004
Technical Report (Author)
- Natural Language Engineering on a Computational Grid (NLE-GRID) T3 - Multi-Component Application Builder
Luís Marujo, Wang Ling, David Martins de Matos,
TechnicalReport, INESC-ID Lisboa, n. 33, January 2008 - Natural Language Engineering on a Computational Grid (NLE-GRID) T2 - Encapsulation of Reusable Components
David Martins de Matos, Ricardo Ribeiro, Sérgio Paulo, Fernando Batista, Luísa Coheur, Joana Paulo Pardal,
TechnicalReport, INESC-ID Lisboa, n. 31, January 2008 - Natural Language Engineering on a Computational Grid (NLE-GRID) T5 - Performance Experiments
Tiago Luís, David Martins de Matos, Sérgio Paulo, Ricardo Ribeiro,
TechnicalReport, INESC-ID Lisboa, n. 35, January 2008 - Natural Language Engineering on a Computational Grid (NLE-GRID) T1 - Architectural Model
David Martins de Matos, Tiago Luís, Ricardo Ribeiro,
TechnicalReport, INESC-ID Lisboa, n. 30, January 2008 - Natural Language Engineering on a Computational Grid (NLE-GRID) T2h - Encapsulation of Reusable Components: Lexicon Repository and Server
David Martins de Matos, Ricardo Ribeiro,
TechnicalReport, INESC-ID Lisboa, n. 32, January 2008 - Computational Discourse Analysis
Ricardo Ribeiro, David Martins de Matos,
TechnicalReport, INESC-ID Lisboa, n. 32, July 2007 - Creating and Maintaining Multi-purpose Lexical Knowledge
Ricardo Ribeiro, David Martins de Matos, Bruno Oliveira, Carlos Pona, Luísa Coheur,
TechnicalReport, INESC-ID Lisboa, n. 26, July 2006 - PAsMo -- Pós-AnáliSe MOrfológica
Joana Paulo Pardal, David Martins de Matos, Nuno J. Mamede,
TechnicalReport, INESC-ID Lisboa, n. 40, June 2006 - The £ Protocol
David Martins de Matos, Nuno J. Mamede,
TechnicalReport, INESC-ID Lisboa, n. 26, September 2004 - GALINHA - PHP Interface Engine
David Martins de Matos, Nuno J. Mamede,
TechnicalReport, INESC-ID Lisboa, n. 73, July 2003 - Linguistic Resources Database - Database Driver Code Generator (DTL/ODBC)
David Martins de Matos, Nuno J. Mamede,
TechnicalReport, INESC-ID Lisboa, n. 74, July 2003 - Avaliação de Métodos, Técnicas e Ferramentas de Modelação
David Martins de Matos, Alberto Rodrigues da Silva, Elsa Cardoso,
TechnicalReport, INESC-ID Lisboa, n. 2, November 1997 - Modelo de Avaliação de Ferramentas de Modelação
David Martins de Matos, Elsa Cardoso, Alberto Rodrigues da Silva,
TechnicalReport, INESC-ID Lisboa, n. 1, July 1997 - The C++ Language on the INESC Kernel
David Martins de Matos,
TechnicalReport, INESC-ID Lisboa, n. 1, February 1993 - IK 1.0 Installation and Configuration Manual
André Zúquete, David Martins de Matos, Paulo Ferreira, Pedro Manuel Moreira Vaz Antunes de Sousa,
TechnicalReport, INESC-ID Lisboa, n. 6, July 1991 - IK 1.0 Users Manual
André Zúquete, David Martins de Matos, Paulo Ferreira, Pedro Manuel Moreira Vaz Antunes de Sousa,
TechnicalReport, INESC-ID Lisboa, n. 5, July 1991 - Sally: Gestão de Memória Baseada em Segmentos Lógicos
David Martins de Matos,
TechnicalReport, INESC-ID Lisboa, n. 3, July 1991 - IK 1.0 EC++ Users
Paulo Ferreira, Manuel Sequeira, André Zúquete, David Martins de Matos, Cristina Lopes, Pedro Manuel Moreira Vaz Antunes de Sousa,
TechnicalReport, INESC-ID Lisboa, n. 4, July 1991 - Integração da Biblioteca ET++ no Ambiente Aida
David Martins de Matos, João Carlos Serrenho Dias Pereira,
TechnicalReport, INESC-ID Lisboa, n. 7, February 1991
Miscellaneous (Author)
- Story Generation from Visual Inputs: Techniques, Related Tasks, and Challenges
Daniel Oliveira, Eugénio Ribeiro, David Martins de Matos,
, https://arxiv.org/abs/2406.02748, webINESC-ID Lisboa, Instituto Superior Técnico, Universidade de Lisboa, June 2024 - Computational analysis of the language of pain: a systematic review
Diogo A.P. Nunes, Joana Ferreira Gomes, Fani Neto, David Martins de Matos,
, https://arxiv.org/abs/2404.16226, web, April 2024 - Chronic pain patient narratives allow for the estimation of current pain intensity
Diogo A.P. Nunes, Joana Ferreira Gomes, Carlos Vaz, Daniela Santos Oliveira, Sofia Pimenta, Fani Neto, David Martins de Matos,
, arXiv, October 2022 - Towards Learning Through Open-Domain Dialog
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
, https://arxiv.org/abs/2202.03040, February 2022 - Chronic Pain and Language: A Topic Modelling Approach to Personal Pain Descriptions
Diogo A.P. Nunes, David Martins de Matos, Joana Ferreira Gomes, Fani Neto,
, https://arxiv.org/abs/2109.00402, September 2021 - Modeling chronic pain experiences from online reports using the Reddit Reports of Chronic Pain dataset
Diogo A.P. Nunes, David Martins de Matos, Joana Ferreira Gomes, Fani Neto,
, https://arxiv.org/abs/2108.10218, August 2021 - Automatic Recognition of the General-Purpose Communicative Functions defined by the ISO 24617-2 Standard for Dialog Act Annotation
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
, https://arxiv.org/abs/2003.03556, March 2020 - Hierarchical Multi-Label Dialog Act Recognition on Spanish Data
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
, https://arxiv.org/abs/1907.12316, July 2019 - Low-dimensional Embodied Semantics for Music and Language
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
, https://arxiv.org/abs/1906.11759, June 2019 - Learning Embodied Semantics via Music and Dance Semiotic Correlations
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
, https://arxiv.org/abs/1903.10534, March 2019 - Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
, https://arxiv.org/abs/1807.08587, July 2018 - A Study on Dialog Act Recognition using Character-Level Tokenization
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
, https://arxiv.org/abs/1805.07231, May 2018 - Towards Deep Modeling of Music Semantics using EEG Regularizers
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro, Suhua Tang, Yi Yu,
, https://arxiv.org/abs/1712.05197, December 2017 - Assessing User Expertise in Spoken Dialog System Interactions
Eugénio Ribeiro, Fernando Batista, Isabel Trancoso, José Lopes, Ricardo Ribeiro, David Martins de Matos,
, https://arxiv.org/abs/1701.05011, January 2017 - Mapping the Dialog Act Annotations of the LEGO Corpus into the Communicative Functions of ISO 24617-2
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
, https://arxiv.org/abs/1612.01404, December 2016 - An Information-theoretic Approach to Machine-oriented Music Summarization
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
, https://arxiv.org/abs/1612.02350, December 2016 - Fast and Extensible Online Multivariate Kernel Density Estimation
Jaime Rodrigues Ferreira, David Martins de Matos, Ricardo Ribeiro,
, https://arxiv.org/abs/1606.02608, June 2016 - Generation of Multimedia Artifacts: An Extractive Summarization-based Approach
Paulo César Dias Figueiredo, Ana Marta Simões Aparício, David Martins de Matos, Ricardo Ribeiro,
, https://arxiv.org/abs/1508.03170, August 2015 - The Influence of Context on Dialogue Act Recognition
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos,
, https://arxiv.org/abs/1506.00839, June 2015 - Summarization of Films and Documentaries Based on Subtitles and Scripts
Ana Marta Simões Aparício, Paulo César Dias Figueiredo, Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro,
, http://arxiv.org/abs/1506.01273, June 2015 - Towards Using Machine Translation Techniques to Induce Multilingual Lexica of Discourse Markers
António Luís Vilarinho dos Santos Lopes, David Martins de Matos, Vera Cabarrão, Ricardo Ribeiro, Helena Moniz, Isabel Trancoso, Ana Isabel Mata da Silva,
, http://arxiv.org/abs/1503.0914, March 2015 - Using Generic Summarization to improve Music Information Retrieval Tasks
Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos,
, http://arxiv.org/abs/1503.0666, March 2015 - Privacy-Preserving Important Passage Retrieval
Luís Marujo, José Portêlo, David Martins de Matos, João Paulo da Silva Neto, Anatole Gershman, Jaime Carbonell, Isabel Trancoso, Bhiksha Raj,
, http://arxiv.org/abs/1407.5416, July 2014 - Automatic Fado Music Classification
Pedro Féria de Almeida Girão Antunes, David Martins de Matos, Ricardo Ribeiro, Isabel Trancoso,
, http://arxiv.org/abs/1406.4447, June 2014 - On the Application of Generic Summarization Algorithms to Music
Francisco Afonso Raposo, Ricardo Ribeiro, David Martins de Matos,
, http://arxiv.org/abs/1406.4877, June 2014 - Ensemble Detection of Single & Multiple Events at Sentence-Level
Luís Marujo, Anatole Gershman, Jaime Carbonell, João Paulo da Silva Neto, David Martins de Matos,
, http://arxiv.org/abs/1403.6023, March 2014 - Centrality-as-Relevance: Support Sets and Similarity as Geometric Proximity
Ricardo Ribeiro, David Martins de Matos,
, http://arxiv.org/abs/1401.3908, January 2014 - Co-Multistage of Multiple Classifiers for Imbalanced Multiclass Learning
Luís Marujo, Anatole Gershman, Jaime Carbonell, David Martins de Matos, João Paulo da Silva Neto,
, https://arxiv.org/abs/1312.659, December 2013 - Recognition of Named-Event Passages in News Articles
Luís Marujo, Wang Ling, Anatole Gershman, Jaime Carbonell, João Paulo da Silva Neto, David Martins de Matos,
, arXiv preprint arXiv:1306.4908, June 2013 - Key Phrase Extraction of Lightly Filtered Broadcast News
Luís Marujo, Ricardo Ribeiro, David Martins de Matos, João Paulo da Silva Neto, Anatole Gershman, Jaime Carbonell,
, https://arxiv.org/abs/1306.489, June 2013 - A Labeled Graph Kernel for Relationship Extraction
Gonçalo Fernandes Simões, Helena Galhardas, David Martins de Matos,
, arXiv preprint arXiv:1302.4874, February 2013 - Frame Interpretation and Validation in a Open Domain Dialogue System
Artur David Felix Ventura, Nuno Miguel Lourenço Diegues, David Martins de Matos,
, http://arxiv.org/abs/1207.4307, July 2012 - Summarizing Spoken Documents: avoiding distracting content
Ricardo Ribeiro, David Martins de Matos,
, PROPOR 2012, PhD and MSc/MA Di, April 2012 - Improving an Hybrid Literary Book Recommendation System through Author Ranking
Paula Vaz Lobo, David Martins de Matos, Bruno Martins, Pável Calado,
, http://arxiv.org/abs/1203.5324, March 2012 - A Library for Implementing the Multiple Hypothesis Tracking Algorithm
David Miguel Guilherme Branquinho Ribeiro Antunes, David Martins de Matos, José Gaspar,
, http://arxiv.org/abs/1106.2263, June 2011
Thesis (Author)
- Construção de Sistemas de Geração Automática de Língua Natural
David Martins de Matos, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal, Thesis, July 2005 - Técnicas para a Programação de Aplicações Distribuídas e Persistentes num Modelo de Objectos Uniforme e Transparente
David Martins de Matos, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal, Thesis, September 1994
Total Supervisions: 102
Doctoral Theses
- Language-based assessment of pain: applying NLP techniques to discover hidden structures in the language of pain
Diogo A.P. Nunes
David Martins de Matos (advisor), Joana Ferreira Gomes (coadvisor)
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2021-02-01 - Ongoing - Visual Story Generation
Daniel Oliveira
David Martins de Matos (advisor),
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2021-02-01 - Ongoing - Generation of Stylistically Consistent Music Pieces
Luís Manuel Dias Damas
Ricardo Ribeiro (advisor), Joaquim Lourenço Esmerado (coadvisor), David Martins de Matos (coadvisor)
Doctoral Thesis, ISCTE, 2020-02-01 - Ongoing - Multilingual Acquisition of Food Safety Data Mappings
Sidney Ricardo Brasil Tomé
David Martins de Matos (advisor),
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-02-01 - Ongoing - Towards Artificial Entities that Learn Through Dialog: Intention-Based Knowledge Extraction and Learning
Eugénio Ribeiro
David Martins de Matos (advisor), Ricardo Ribeiro (coadvisor)
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-02-01 - 2023-02-01 - Bibliotecas de axiomáticas, conceitos e resultados para sistemas algébricos
João Jorge da Costa Vieira Ramires
João Jorge Ribeiro Soares Gonçalves de Araújo (advisor), David Martins de Matos (coadvisor)
Doctoral Thesis, Universidade Aberta, 2017-03-01 - 2022-10-01 - Semantic Structures of Music Artifacts
Francisco Afonso Raposo
David Martins de Matos (advisor), Ricardo Ribeiro (coadvisor)
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2015-09-01 - 2022-06-01 - Toward a Context-Aware Augmentative and Alternative Communication System for European Portuguese
Luis Filipe Nobre Horta Baptista Garcia
Luís C. Oliveira (advisor), David Martins de Matos (coadvisor)
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2006-02-01 - 2018-06-01 - Cascade Book Recommendation
Paula Vaz Lobo
David Martins de Matos (advisor),
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-10-01 - 2018-05-01 - Event-based Multi-document Summarization
Luís Marujo
Jaime Carbonell (advisor), João Paulo da Silva Neto (advisor), Anatole Gershman (coadvisor), David Martins de Matos (coadvisor)
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, Carnegie Mellon University, 2011-08-01 - 2015-09-01 - Robust Question Answering
Gracinda Carvalho
Vítor Jorge Ramos Rocio (advisor), David Martins de Matos (coadvisor)
Doctoral Thesis (before Bologna), Universidade Aberta, 2007-07-01 - 2012-02-01 - Summarizing Spoken Documents - Avoiding Distracting Content
Ricardo Ribeiro
David Martins de Matos (advisor),
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2005-09-01 - 2011-10-01
Master's Theses
- Exploring Large Language Models Knowledge to Analyze Patterns of Depression in Natural Language
Inês Ji
David Martins de Matos (advisor), Anna Maria Pompili (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2024-09-20 - Ongoing - Implementação e avaliação de modelo de Inteligência Artificial (IA) para identificação e categorização automática de metadados de artigos científicos
Maria Alves Simões
David Martins de Matos (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, ITClinical, 2024-09-01 - Ongoing - Language and Music Generation for Fado Composition
Diogo Faria
David Martins de Matos (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2024-06-12 - Ongoing - Leveraging Multi-Modal Transformers and Large Language Models for Full-Text Search in Image Archives
Guilherme Patrão
David Martins de Matos (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2024-06-12 - Ongoing - Conversational Automated Program Repair for ARM Assembly Code using LLMs
João Gomes
David Martins de Matos (advisor), Arlindo L. Oliveira (advisor), Daniel Silveira (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-09-17 - Ongoing - Automatic Choreography for Virtual Agents
Pedro Galhardo
David Martins de Matos (advisor), Francisco Afonso Raposo (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-10-01 - 2023-11-20 - Implementation of a Data Storage and Visualization Framework for Product Analysis and Algorithm Development in the ATENA Medical Ventilator Project
Tiago Tropa Franco
David Martins de Matos (advisor), Jorge Miguel Nunes dos Santos Cabral (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-04-01 - 2023-07-01 - Movie Summarization for the Automatic Generation of Movie Tributes
Ricardo Espadinha
David Martins de Matos (advisor), Ricardo Ribeiro (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2021-06-01 - 2023-06-01 - Automatic Fado Generation
Mariana Oliveira
David Martins de Matos (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2021-06-01 - 2022-11-01 - Domain learning through dialog
Filipe Vaz Reynaud
David Martins de Matos (advisor), Eugénio Ribeiro (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-09-01 - 2022-06-01 - Diagnosis of Parkinson’s Disease with structural MRI instead of DATASCan
Carolina Isabel Matias Vicente
David Martins de Matos (advisor), Diana Maria Pinto Prata (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-09-01 - 2021-11-01 - Using Topic Modeling Techniques to Characterize the Quality of Life of Students in Academic Contexts
Simão Pedro Ferreira Nunes
David Martins de Matos (advisor), Isabel Gonçalves (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-05-01 - 2021-11-01 - Explaining Parkinson's Disease Computational Diagnostic based on Speech Analysis
Artur Oliveira Fortunato
David Martins de Matos (advisor), Alberto Abad (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-04-01 - 2021-11-01 - GiTab: Automatic Tablature Music Composition for Classical Guitar
Martim Zanatti dos Santos Gomes da Silva
H. Sofia Pinto (advisor), David Martins de Matos (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2021-09-01 - Automated Deep Learning Artist for Music Generation
Helder David Fonseca Duarte
David Martins de Matos (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-02-01 - 2021-01-01 - Abstractive Multi-document Summarization using Topical Simplicial Curves
João Cruz
David Martins de Matos (advisor), Ricardo Ribeiro (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2021-01-01 - Categorização Automática do Conteúdo do Acervo de Imagens Digitais dos Arquivos do IST
Sandra Gabriela Coimbra Monteiro
David Martins de Matos (advisor), Francisco Miguel Alves Campos de Sousa Dionísio (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2021-01-01 - Chronic pain assessment from patient reports
Diogo A.P. Nunes
David Martins de Matos (advisor), Joana Ferreira Gomes (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2021-01-01 - Generative models for image descriptions
Daniel Oliveira
David Martins de Matos (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2021-01-01 - Unsupervised Density-based Concept Discovery
Duarte de Matos Soeiro Correia Teles
David Martins de Matos (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2021-01-01 - Interfaces Cérebro-computador Baseadas em EEG
Rita Guilherme Matias Carvalho Barreiros
Isabel Trancoso (advisor), David Martins de Matos (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-09-01 - 2020-10-01 - Improving Acoustic Features for Structural Segmentation of Music
João Afonso Raposo
David Martins de Matos (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-05-01 - 2019-11-01 - Interpretable Deep Learning Methods for Classifying Folktales According to the Aarne-Thompson-Uther Scheme
Duarte Pompeu
Bruno Martins (advisor), David Martins de Matos (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-02-01 - 2019-06-01 - Automatically Generating Novel and Epic Music Tracks; Exploring Computational Creativity using Deep Structures against Music
Luis Carlos de Almeida Espirito Santo
H. Sofia Pinto (advisor), David Martins de Matos (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-09-01 - 2019-06-01 - EEG-based Music Cross-modal Retrieval
Ana Rafaela Gravelho Saraiva
David Martins de Matos (advisor), Teresa Paiva (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-05-01 - 2019-05-01 - Discourse analysis for mental health monitoring
Pedro Rafael Barriga Negra Ascensão
David Martins de Matos (advisor), Alberto Abad (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-09-01 - 2018-10-01 - Geocodificação e Datação Automática de Obras Musicais com, Base no Conteúdo Áudio
Mauro Domingues Teles
Bruno Martins (advisor), David Martins de Matos (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2015-09-01 - 2017-11-01 - Natural Language Generation for Open-domain Human-robot Interaction
António Luís Vilarinho dos Santos Lopes
David Martins de Matos (advisor), Ricardo Ribeiro (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2015-09-01 - 2017-05-01 - Arc Summaries for TV Series
Pedro Filipe Flores Cristovão
David Martins de Matos (advisor), Ricardo Ribeiro (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2014-09-01 - 2017-05-01 - Computational Detection of Irony in Textual Messages
Filipe Nuno Marques Pires da Silva
Bruno Martins (advisor), David Martins de Matos (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2015-09-01 - 2016-11-01 - Understanding Spatial Semantics in Natural Language
Alexey Mazalov
Bruno Martins (advisor), David Martins de Matos (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2015-09-01 - 2016-11-01 - Open Information Extraction in Spoken Dialogue
José Jorge Marcos Raposo
David Martins de Matos (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2015-01-01 - 2016-10-01 - Polinformatics and using textual transcript of parliamentary interventions for profiling Portuguese politicians
Vasco Pinto Ferreira
Bruno Martins (advisor), David Martins de Matos (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2015-05-01 - 2016-05-01 - O Cinema ao Serviço do Processamento da Línua Natural
Luís Carlos Cachapela Rosado
Luísa Coheur (advisor), David Martins de Matos (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2015-01-01 - 2016-05-01 - Thematically-Driven Guitar Music Retrieval
Daniel Filipe Pombo da Silva Baptista
David Martins de Matos (advisor), Ricardo Ribeiro (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2014-12-01 - 2016-05-01 - Automated Generation of Movie Tributes
Ana Marta Simões Aparício
Ricardo Ribeiro (advisor), David Martins de Matos (coadvisor)
Master's Thesis, ISCTE, 2014-10-01 - 2015-12-01 - Grid Computing in Organizational Environments
Guilherme de Sousa Aranha
David Martins de Matos (advisor), Nuno Roma (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2014-09-01 - 2015-11-01 - Audio Cover Song Identification
Carlos Manuel Rodrigues Duarte
David Martins de Matos (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2014-09-01 - 2015-10-01 - Video Summaries for Science Talks
Paulo César Dias Figueiredo
David Martins de Matos (advisor), Ricardo Ribeiro (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2014-09-01 - 2015-10-01 - Incremental Learning of Probabilistic Models in High-Dimensional Space
Jaime Rodrigues Ferreira
David Martins de Matos (advisor), Ricardo Ribeiro (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2014-02-01 - 2015-10-01 - Towards an Advanced Interoperability Framework Between the Robotic Middlewares YARP and ROS
Miguel Moreira de Figueiredo Osório de Aragão
David Martins de Matos (advisor), Alexandre Bernardino (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2013-09-01 - 2015-06-01 - Compilation of OpenCL Programs for Stream Processing Architectures
Pedro Miguel Grosso Moreira
David Martins de Matos (advisor), Pedro Tomás (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2013-07-01 - 2015-06-01 - Implementation of OpenMP on Application-Specific Architectures
Cláudia Filipa Rosa Henriques
David Martins de Matos (advisor), Nuno Roma (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2013-07-01 - 2014-11-01 - Influence of Summarization on Music Classification Tasks
Francisco Afonso Raposo
David Martins de Matos (advisor), Ricardo Ribeiro (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2013-07-01 - 2014-10-01 - Audio Chord Estimation
David Barbosa Maia
David Martins de Matos (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-09-01 - 2012-11-01 - Situated Dialog for speaking Robots
Eugénio Ribeiro
David Martins de Matos (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-09-01 - 2012-11-01 - Onset Detection in Music Signals
Carlos Manuel Tadeia Rosão
Ricardo Ribeiro (advisor), David Martins de Matos (coadvisor)
Master's Thesis, ISCTE, 2011-04-01 - 2012-07-01 - Audio-based Music Segmentation Using Multiple Features
Pedro Féria de Almeida Girão Antunes
David Martins de Matos (advisor), Isabel Trancoso (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2010-10-01 - 2011-11-01 - Multi-sensor based Localization and Tracking for Intelligent Environments
David Miguel Guilherme Branquinho Ribeiro Antunes
José António da Cruz Pinto Gaspar (advisor), David Martins de Matos (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2010-09-01 - 2011-11-01 - Spoken Interaction with Synthetic Entities
Artur David Felix Ventura
David Martins de Matos (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2009-09-01 - 2010-11-01 - Music Information Extraction and Retrieval
Ricardo Jorge Sebastião dos Santos
David Martins de Matos (advisor), Isabel Trancoso (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2007-09-01 - 2010-11-01 - Workflow Control for Distributed Natural Language Processing Applications
Wang Ling
David Martins de Matos (advisor), Luísa Coheur (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2008-09-01 - 2009-11-01 - Multiprocessor Platforms for Natural Language Processing
Henrique Ribeiro Vasconcelos Costa
David Martins de Matos (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2007-09-01 - 2009-06-01 - Transformação de Conteúdos Multimédia Utilizando um Sistema de Processamento em Grid
Ricardo João Pereira Pinto
David Martins de Matos (advisor), Nuno Roma (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2006-10-01 - 2008-11-01 - Portal para Notícias Televisivas
Bruno Eduardo Serrão Santos
David Martins de Matos (advisor), João Paulo da Silva Neto (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2006-09-01 - 2008-11-01 - Paralelização de Algoritmos de Processamento de Língua Natural em Ambientes Distribuídos
Tiago Luís
David Martins de Matos (advisor), Diamantino António Caseiro (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2007-09-01 - 2008-10-01
Graduation Theses
- Sintetizador de Canto em Português
Rohit Jayendra, Parul Hemendra
Luís C. Oliveira (advisor), David Martins de Matos (coadvisor)
Graduation Thesis (before Bologna), Instituto Superior Técnico, Universidade de Lisboa, 2002-10-01 - 2004-10-01
Internships
- Speech recovery from historical recordings
João Cardoso
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2023-04-01 - 2024-09-07 - Optimização de Compiladores
António Oliveira
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2024-05-06 - 2024-08-31 - Caracterização de Relatórios Espontâneos de Qualidade de Vida
Inês Mota, Catarina Valério
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2023-04-01 - 2023-06-01 - Graph Applications in AI
Alexandre Vudvud
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2022-11-01 - 2023-06-01 - Creation and management of software packages
Tomás Teixeira
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2022-10-01 - 2023-06-01 - Visual Question Answering
Hadi Sheikhi
David Martins de Matos (advisor), Daniel Oliveira (coadvisor)
Internship, Iran University of Science and Technology, 2022-06-01 - 2022-11-01 - Improving the sound quality of the Feynman lectures on physics
Pedro Ramos
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2021-06-01 - 2022-09-01 - Musicological Information Extraction from Soundtracks
Alexandre Pires
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2021-05-01 - 2022-03-01 - Implementation of a Python Interface for a C++ Statistical Machine Learning Library
Gonçalo Duarte
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2021-06-01 - 2022-02-01 - Online multivariate density estimation
João Fonseca
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2021-06-01 - 2022-01-01 - Construção de Artefactos Narrativos
Rafael Alexandre Milheiro Lourenço
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2020-01-01 - 2020-03-01 - Geração de artefactos a partir de descrições
Joaquim Nuno Rodrigues Verdasca
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2018-11-01 - 2019-06-01 - Online Density-based Discriminative Models
Duarte de Matos Soeiro Correia Teles
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2017-07-01 - 2019-05-01 - Self-organization of Emotional Spaces in Fado Music
Francisco Lopes Pereira de Carvalho
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2017-10-01 - 2019-01-01 - Language Dynamics in Dementia Patients
Inês Maria Rodrigues Azevedo Ferreira
David Martins de Matos (advisor), Anna Maria Pompili (coadvisor)
Internship, Faculdade de Psicologia, Universidade de Lisboa, 2018-09-01 - 2018-10-01 - Analysis of Music Spaces
Diogo Peres Monteiro de Faria Fernandes
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2018-02-01 - 2018-09-01 - Unsupervised Topic Modelling of Fernando Pessoa's Works (SiPN/FLAD)
Mathew Estima
David Martins de Matos (advisor),
Internship, University of Florida, 2018-06-01 - 2018-08-01 - Fine-grained Topic Models
Manuel José Ribeiro Vidigueira
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2017-09-01 - 2018-07-01 - Supervised Sound Source Separation using Non-negative Matrix Factorization (Capstone Project)
Mariam Hakobyan
David Martins de Matos (advisor),
Internship, College of Science and Engineering, American University of Armenia, 2018-04-01 - 2018-06-01 - 64-bit ABI for small Compilers
Ricardo Brancas
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2018-03-01 - 2018-06-01 - Topic Models for Scientific Publications
João Cruz
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2017-03-01 - 2018-06-01 - The Mechanical Composer
João Teixeira Figueira
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2017-06-01 - 2017-12-01 - Caracterização de Conteúdo Emocional em Fado
Dorin Gujuman
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2017-01-01 - 2017-09-01 - Efficient Sampling in Bayesian Networks
Manuel José Ribeiro Vidigueira
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2017-01-01 - 2017-07-01 - Machine learning for creative applications
Francisco Lopes Pereira de Carvalho
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2017-03-01 - 2017-06-01 - Online Density-based Pattern Discovery
Duarte de Matos Soeiro Correia Teles
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2016-12-01 - 2017-06-01 - Rotação Laboratorial (MIT Portugal)
Diogo da Fonseca Rodrigues Valentim Rechena
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2016-07-01 - 2017-05-01 - The Deep Poet
Guilherme Ilunga
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2016-07-01 - 2017-03-01 - 3D Image Capture (Summer internship)
André Baptista Águas
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2016-06-01 - 2016-12-01 - Visualization of Vector Spaces
Tiago Jorge Matias Vicente
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2016-04-01 - 2016-12-01 - Creation and management of software packages
João André Bastos
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2015-07-01 - 2015-10-01 - Creation and management of software packages
Fábio Almeida
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2013-07-01 - 2014-03-01 - Creation and management of software packages
Filipe Mendes Correira, Carolina Gomes da Silva Ferreirinha Marques
David Martins de Matos (advisor),
Internship, Instituto Superior Técnico, Universidade de Lisboa, 2013-07-01 - 2013-10-01
Total Projects: 13
International Projects
- SpeDial - Spoken Dialogue Analytics
Athena Research and Innovation Center in Information Communication and Knowledge Technologies, EC FP7-ICT-2013-SME-DCA, , 2013-12-01 - 2015-11-30 - LIREC - LIving with Robots and InteractivE Companions
Queen Mary, University of London, European Commission - 7th Framework Programme, Life and Health Technology, INESC-ID Lisboa2008-03-01 - 2012-08-31
National Projects
- ACCELERAT.AI - ACCELERAT.AI
DEFINED AI, IAPMEI, Societal Digital Transformation, Instituto Superior Técnico, Universidade de Lisboa, FFCUL, NOS Comunicações, Devscope - Soluções De Sistemas E Tecnologias De Formação, S.A., INESC-ID Lisboa, FCiências.ID - Associação para a Investigação e Desenvolvimento de Ciências2023-01-01 - 2025-12-21 - CRAI - Center for Responsible AI
Unbabel, IAPMEI, Societal Digital Transformation, 2023-01-01 - 2025-12-31 - VITHEA - Virtual Therapist for Aphasia Treatment
INESC-ID Lisboa, FCT, Life and Health Technology, 2010-06-01 - 2012-12-31 - REAP.PT - Computer Aided Language Learning - Reading Practice
INESC-ID Lisboa, FCT Carnegie Mellon, Life and Health Technology, 2009-04-01 - 2012-03-04 - NLE-GRID - Natural Language Engineering on a Computational GRID
INESC-ID Lisboa, FCT, Life and Health Technology, 2005-06-01 - 2007-01-31 - ATA - Automatic Term Acquisition
INESC-ID Lisboa, FCT, Life and Health Technology, 2001-01-01 - 2003-03-31
Contracts
- PrOBE - PrOBE – Analytics
Warwick Analytics, Warwick Analytics, Societal Digital Transformation, Warwick Analytics, INESC-ID Lisboa2017-11-06 - 2018-03-31 - Warwick Analytics - Warwick Analytics
INESC-ID Lisboa, Warwick Analytics, Societal Digital Transformation, Warwick Analytics, INESC-ID Lisboa2015-08-01 - 2018-12-31 - Tecnovoz - Tecnologias de Reconhecimento e Síntese de Voz
CPC HS, PRIME, Medida 3.1A, Societal Digital Transformation, 2006-07-01 - 2008-06-07 - Porto Editora 2 - Porto Editora 2
INESC-ID Lisboa, Porto Editora, , 2006-03-17 - 2007-12-31
Conferences
- INTERSPEECH 2005 - INTERSPEECH 2005
INESC-ID Lisboa, INESC-ID, Life and Health Technology, 2005-01-01 - 2006-12-30