Publications

Articles

International Journal Articles: 7

2021

- Francisco Afonso Raposo and David Martins de Matos and Ricardo Ribeiro, Assessing Kinetic Meaning via Deep Cross-Modal Retrieval of Music and Dance, article in Neural Computing and Applications, Apr. 2021, Springer [DOI Article link] [bibTex]

2020

- Eugénio Ribeiro and Andreia Sofia Teixeira and Ricardo Ribeiro and David Martins de Matos, Semantic frame induction through the detection of communities of verbs and their arguments, article in Applied Network Science vol. 5, Sep. 2020, Springer [Article] [DOI Article link] [bibTex]
- Anna Maria Pompili and Alberto Abad and David Martins de Matos and Isabel Pavão Martins, Pragmatic Aspects of Discourse Production for the Automatic Identification of Alzheimer's Disease, article in IEEE Journal of Selected Topics in Signal Processing pp. 1-11, Jan. 2020, IEEE [DOI Article link] [bibTex] [PDF]

2019

- Eugénio Ribeiro and Ricardo Ribeiro and David Martins de Matos, Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations, article in Journal of Artificial Intelligence Research vol. 66 pp. 861-899, Dec. 2019, AAAI Press [bibTex] [PDF]
- Eugénio Ribeiro and Ricardo Ribeiro and David Martins de Matos, Reconhecimento de Actos de Diálogo Hierárquicos e Multi-Etiqueta em Dados em Espanhol, article in Linguamática vol. 11 (1) pp. 17-40, Jul. 2019, Universidade do Minho and Universidade de Vigo [Article] [DOI Article link] [bibTex] [PDF]
- Eugénio Ribeiro and Ricardo Ribeiro and David Martins de Matos, A Multilingual and Multidomain Study on Dialog Act Recognition Using Character-Level Tokenization, article in Information vol. 10 (3), Mar. 2019, MDPI [Article] [DOI Article link] [bibTex]
- Francisco Afonso Raposo and David Martins de Matos and Ricardo Ribeiro, An information-theoretic approach to machine-oriented music summarization, article in Pattern Recognition Letters, Mar. 2019, Elsevier [DOI Article link] [bibTex]

International Conferences: 4

2020

- Eugénio Ribeiro and Ricardo Ribeiro and David Martins de Matos, Mapping the Dialog Act Annotations of the LEGO Corpus into ISO 24617-2 Communicative Functions, presented at Proceedings of the 12th Conference on Language Resources and Evaluation (LREC 2020), May. 2020 [bibTex] [PDF]

2019

- Eugénio Ribeiro and Andreia Sofia Teixeira and Ricardo Ribeiro and David Martins de Matos, Semantic Frame Induction as a Community Detection Problem, presented at Complex Networks 2019, Dec. 2019 [DOI Article link] [bibTex]
- Eugénio Ribeiro and Vânia Mendonça and Ricardo Ribeiro and David Martins de Matos and Alberto Sardinha and Ana Lúcia Santos and Luísa Coheur, L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations, presented at Proceedings of the 13th International Workshop on Semantic Evaluation (SemEval-2019), May. 2019 [bibTex] [PDF]
- Miguel Serras Vasco and Francisco S. Melo and David Martins de Matos and Ana Paiva and Tetsunari Inamura, Online Motion Concept Learning: A Novel Algorithm for Sample-Efficient Learning and Recognition of Human Actions, presented at Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, May. 2019 [bibTex]

National Conferences: 1

2019

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

as Editors

Other Publications: 1

2019

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