Publicações

David Martins de MatosProfessor Associado | IID-IT SA-HLT 

CA1C-3C6E-C757
0000-0001-8631-2870
WjiG890AAAAJ
C-5546-2008
54959008500

213100305     233 david.matos@inesc-id.pt www.hlt.inesc-id.pt/~david

A informação seguinte é mantida pelo INESC-ID Lisboa.
Actualmente, está apenas disponível em inglês.

Total Publications: 154

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, 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)

• 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, webINESC-ID Lisboa, 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