David Martins de Matos

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 49

Top Venues

Publications

Diogo A. P. Nunes, Joana Ferreira-Gomes, Fani Neto, David Martins de Matos
Computational analysis of the language of pain: a systematic review. CoRR (2024)
Daniel A. P. Oliveira, Eugénio Ribeiro, David Martins de Matos
Story Generation from Visual Inputs: Techniques, Related Tasks, and Challenges. CoRR (2024)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
Automatic Recognition of the General-Purpose Communicative Functions Defined by the ISO 24617-2 Standard for Dialog Act Annotation (Extended Abstract). IJCAI (2023)
Diogo A. P. Nunes, Joana Ferreira-Gomes, Fani Neto, David Martins de Matos
Modeling Chronic Pain Experiences from Online Reports Using the Reddit Reports of Chronic Pain Dataset. Inf. 14 (4) (2023)
Diogo A. P. Nunes, Joana Ferreira-Gomes, Daniela Santos Oliveira, Carlos Jorge Cabral Vaz, Sofia Santos Pimenta Vale, Fani Neto, David Martins de Matos
Chronic Pain Patient Narratives Allow for the Estimation of Current Pain Intensity. CBMS (2023)
Filipe Reynaud, Eugénio Ribeiro, David Martins de Matos
Active Learning Improves the Teacher's Experience: A Case Study in a Language Grounding Scenario. IberSPEECH (2022)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
Automatic Recognition of the General-Purpose Communicative Functions Defined by the ISO 24617-2 Standard for Dialog Act Annotation. J. Artif. Intell. Res. 73 (2022)
Daniel Oliveira, David Martins de Matos
Transfer-learning for video classification: Video Swin Transformer on multiple domains. CoRR (2022)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
Towards Learning Through Open-Domain Dialog. CoRR (2022)
Diogo A. P. Nunes, Joana Ferreira-Gomes, Carlos Jorge Cabral Vaz, Daniela Santos Oliveira, Sofia Santos Pimenta Vale, Fani Neto, David Martins de Matos
Chronic pain patient narratives allow for the estimation of current pain intensity. CoRR (2022)
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro
Learning Low-Dimensional Semantics for Music and Language via Multi-Subject fMRI. Neuroinformatics 20 (2) (2022)
Diogo A. P. Nunes, David Martins de Matos, Joana Ferreira-Gomes, Fani Neto
Analysis of Chronic Pain Experiences Based on Online Reports: the RRCP Dataset. CoRR (2021)
Diogo A. P. Nunes, David Martins de Matos, Joana Ferreira-Gomes, Fani Neto
Chronic Pain and Language: A Topic Modelling Approach to Personal Pain Descriptions. CoRR (2021)
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro
Assessing kinetic meaning of music and dance via deep cross-modal retrieval. Neural Comput. Appl. 33 (21) (2021)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
General-Purpose Communicative Function Recognition using a Hierarchical Network with Cascading Outputs and Maximum a Posteriori Path Estimation. CoRR (2020)
Eugénio Ribeiro, Andreia Sofia Teixeira, Ricardo Ribeiro, David Martins de Matos
Semantic frame induction through the detection of communities of verbs and their arguments. Appl. Netw. Sci. 5 (1) (2020)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
Mapping the Dialog Act Annotations of the LEGO Corpus into ISO 24617-2 Communicative Functions. LREC (2020)
Anna Pompili, Alberto Abad, David Martins de Matos, Isabel Pavão Martins
Pragmatic Aspects of Discourse Production for the Automatic Identification of Alzheimer's Disease. IEEE J. Sel. Top. Signal Process. 14 (2) (2020)
Eugénio Ribeiro, Vânia Mendonça, Ricardo Ribeiro, David Martins de Matos, Alberto Sardinha, Ana Lúcia Santos, Luísa Coheur
L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations. SemEval@NAACL-HLT (2019)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations. J. Artif. Intell. Res. 66 (2019)
Eugénio Ribeiro, Andreia Sofia Teixeira, Ricardo Ribeiro, David Martins de Matos
Semantic Frame Induction as a Community Detection Problem. COMPLEX NETWORKS (1) (2019)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
A Multilingual and Multidomain Study on Dialog Act Recognition Using Character-Level Tokenization. Inf. 10 (3) (2019)
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro
An information-theoretic approach to machine-oriented music summarization. Pattern Recognit. Lett. 123 (2019)
Miguel Vasco, Francisco S. Melo, David Martins de Matos, Ana Paiva, Tetsunari Inamura
Learning multimodal representations for sample-efficient recognition of human actions. CoRR (2019)
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro
Low-dimensional Embodied Semantics for Music and Language. CoRR (2019)
Miguel Vasco, Francisco S. Melo, David Martins de Matos, Ana Paiva, Tetsunari Inamura
Online Motion Concept Learning: A Novel Algorithm for Sample-Efficient Learning and Recognition of Human Actions. AAMAS (2019)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
Hierarchical Multi-Label Dialog Act Recognition on Spanish Data. CoRR (2019)
Francisco Afonso Raposo, David Martins de Matos, Ricardo Ribeiro
Learning Embodied Semantics via Music and Dance Semiotic Correlations. CoRR (2019)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
Reconhecimento de Actos de Diálogo Hierárquicos e Multi-Etiqueta em Dados em Espanhol. Linguamática 11 (1) (2019)
Miguel Vasco, Francisco S. Melo, David Martins de Matos, Ana Paiva, Tetsunari Inamura
Learning Multimodal Representations for Sample-efficient Recognition of Human Actions. IROS (2019)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
A Study on Dialog Act Recognition Using Character-Level Tokenization. AIMSA (2018)
Hugo Rosa, David Martins de Matos, Ricardo Ribeiro, Luísa Coheur, João Paulo Carvalho
A "Deeper" Look at Detecting Cyberbullying in Social Networks. IJCNN (2018)
Anna Pompili, Alberto Abad, David Martins de Matos, Isabel Pavão Martins
Topic coherence analysis for the classification of Alzheimer's disease. IberSPEECH (2018)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations. CoRR (2018)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
End-to-End Multi-Level Dialog Act Recognition. IberSPEECH (2018)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
A Study on Dialog Act Recognition using Character-Level Tokenization. CoRR (2018)
Luís Marujo, Ricardo Ribeiro, Anatole Gershman, David Martins de Matos, João Paulo Neto, Jaime G. Carbonell
Event-based summarization using a centrality-as-relevance model. Knowl. Inf. Syst. 50 (3) (2017)
Eugénio Ribeiro, Fernando Batista, Isabel Trancoso, José Lopes, Ricardo Ribeiro, David Martins de Matos
Assessing User Expertise in Spoken Dialog System Interactions. CoRR (2017)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
A curiosity model for artificial agents. ECAL (2017)
Francisco Raposo, David Martins de Matos, Ricardo Ribeiro, Suhua Tang, Yi Yu
Towards Deep Modeling of Music Semantics using EEG Regularizers. CoRR (2017)
Luís Marujo, Wang Ling, Ricardo Ribeiro, Anatole Gershman, Jaime G. Carbonell, David Martins de Matos, João Paulo Neto
Exploring events and distributed representations of text in multi-document summarization. Knowl. Based Syst. 94 (2016)
Marta Aparício, Paulo Figueiredo, Francisco Raposo, David Martins de Matos, Ricardo Ribeiro, Luís Marujo
Summarization of films and documentaries based on subtitles and scripts. Pattern Recognit. Lett. 73 (2016)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
Mapping the Dialog Act Annotations of the LEGO Corpus into the Communicative Functions of ISO 24617-2. CoRR (2016)
Francisco Raposo, David Martins de Matos, Ricardo Ribeiro
An Information-theoretic Approach to Machine-oriented Music Summarization. CoRR (2016)
Francisco Raposo, Ricardo Ribeiro, David Martins de Matos
Using Generic Summarization to Improve Music Information Retrieval Tasks. IEEE ACM Trans. Audio Speech Lang. Process. 24 (6) (2016)
Eugénio Ribeiro, Fernando Batista, Isabel Trancoso, Ricardo Ribeiro, David Martins de Matos
Automatic Detection of Hyperarticulated Speech. IberSPEECH (2016)
Fernando Batista, Pedro Curto, Isabel Trancoso, Alberto Abad, Jaime Ferreira, Eugénio Ribeiro, Helena Moniz, David Martins de Matos, Ricardo Ribeiro
SPA: Web-based Platform for easy Access to Speech Processing Modules. LREC (2016)
Eugénio Ribeiro, Fernando Batista, Isabel Trancoso, José Lopes, Ricardo Ribeiro, David Martins de Matos
Assessing User Expertise in Spoken Dialog System Interactions. IberSPEECH (2016)
Jaime Ferreira, David Martins de Matos, Ricardo Ribeiro
Fast and Extensible Online Multivariate Kernel Density Estimation. CoRR (2016)
Nuno Neves, Nuno Sebastião, David Martins de Matos, Pedro Tomás, Paulo F. Flores, Nuno Roma
Multicore SIMD ASIP for Next-Generation Sequencing and Alignment Biochip Platforms. IEEE Trans. Very Large Scale Integr. Syst. 23 (7) (2015)
Marta Aparício, Paulo Figueiredo, Francisco Raposo, David Martins de Matos, Ricardo Ribeiro
Summarization of Films and Documentaries Based on Subtitles and Scripts. CoRR (2015)
Luís Marujo, Wang Ling, Isabel Trancoso, Chris Dyer, Alan W. Black, Anatole Gershman, David Martins de Matos, João Paulo da Silva Neto, Jaime G. Carbonell
Automatic Keyword Extraction on Twitter. ACL (2) (2015)
Paulo Figueiredo, Marta Aparício, David Martins de Matos, Ricardo Ribeiro
Generation of Multimedia Artifacts: An Extractive Summarization-based Approach. CoRR (2015)
Luís Marujo, José Portelo, Wang Ling, David Martins de Matos, João Paulo Neto, Anatole Gershman, Jaime G. Carbonell, Isabel Trancoso, Bhiksha Raj
Privacy-Preserving Multi-Document Summarization. CoRR (2015)
Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos
The Influence of Context on Dialogue Act Recognition. CoRR (2015)
Alexey Mazalov, Bruno Martins, David Martins de Matos
Spatial role labeling with convolutional neural networks. GIR (2015)
Francisco Raposo, Ricardo Ribeiro, David Martins de Matos
On the Application of Generic Summarization Algorithms to Music. IEEE Signal Process. Lett. 22 (1) (2015)
António Luís Vilarinho dos Santos Lopes, David Martins de Matos, Vera Cabarrão, Ricardo Ribeiro, Helena Moniz, Isabel Trancoso, Ana Isabel Mata
Towards Using Machine Translation Techniques to Induce Multilingual Lexica of Discourse Markers. CoRR (2015)
Luís Marujo, Ricardo Ribeiro, David Martins de Matos, João Paulo Neto, Anatole Gershman, Jaime G. Carbonell
Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach. CoRR (2015)
Luís Filipe Garcia, Luís Caldas de Oliveira, David Martins de Matos
Measuring the Performance of a Location-Aware Text Prediction System. ACM Trans. Access. Comput. 7 (1) (2015)
Francisco Raposo, Ricardo Ribeiro, David Martins de Matos
Using Generic Summarization to improve Music Information Retrieval Tasks. CoRR (2015)
Luís Marujo, Ricardo Ribeiro, David Martins de Matos, João Paulo Neto, Anatole Gershman, Jaime G. Carbonell
Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach. *SEM@NAACL-HLT (2015)
Pedro Girão Antunes, David Martins de Matos, Ricardo Ribeiro, Isabel Trancoso
Automatic Fado Music Classification. CoRR (2014)
Luís Marujo, João Paulo Carvalho, Anatole Gershman, Jaime G. Carbonell, João Paulo Neto, David Martins de Matos
Textual Event Detection Using Fuzzy Fingerprints. IEEE Conf. on Intelligent Systems (1) (2014)
Ricardo Ribeiro, David Martins de Matos
Centrality-as-Relevance: Support Sets and Similarity as Geometric Proximity. CoRR (2014)
Luís Marujo, José Portelo, David Martins de Matos, João Paulo Neto, Anatole Gershman, Jaime G. Carbonell, Isabel Trancoso, Bhiksha Raj
Privacy-Preserving Important Passage Retrieval. PIR@SIGIR (2014)
Luís Marujo, Anatole Gershman, Jaime G. Carbonell, João Paulo Neto, David Martins de Matos
Ensemble Detection of Single & Multiple Events at Sentence-Level. CoRR (2014)
Luís Marujo, José Portelo, David Martins de Matos, João Paulo Neto, Anatole Gershman, Jaime G. Carbonell, Isabel Trancoso, Bhiksha Raj
Privacy-Preserving Important Passage Retrieval. CoRR (2014)
Vera Cabarrão, Helena Moniz, Fernando Batista, Ricardo Ribeiro, Nuno J. Mamede, Hugo Meinedo, Isabel Trancoso, Ana Isabel Mata, David Martins de Matos
Revising the annotation of a Broadcast News corpus: a linguistic approach. LREC (2014)
Francisco Raposo, Ricardo Ribeiro, David Martins de Matos
On the Application of Generic Summarization Algorithms to Music. CoRR (2014)
Ricardo Ribeiro, Luís Marujo, David Martins de Matos, João Paulo Neto, Anatole Gershman, Jaime G. Carbonell
Self reinforcement for important passage retrieval. SIGIR (2013)
João Guerreiro, Daniel Gonçalves, David Martins de Matos
Towards a fair comparison between name disambiguation approaches. OAIR (2013)
Ricardo Ribeiro, David Martins de Matos
Revisiting Centrality-as-Relevance: Support Sets and Similarity as Geometric Proximity: Extended abstract. IJCAI (2013)
Nuno Neves, Nuno Sebastião, Andre Patricio, David Martins de Matos, Pedro Tomás, Paulo F. Flores, Nuno Roma
BioBlaze: Multi-core SIMD ASIP for DNA sequence alignment. ASAP (2013)
Gonçalo Simões, Helena Galhardas, David Martins de Matos
A Labeled Graph Kernel for Relationship Extraction CoRR (2013)
Paula Cristina Vaz, Ricardo Ribeiro, David Martins de Matos
Understanding the Temporal Dynamics of Recommendations across Different Rating Scales. UMAP Workshops (2013)
Luís Marujo, Ricardo Ribeiro, David Martins de Matos, João Paulo Neto, Anatole Gershman, Jaime G. Carbonell
Key Phrase Extraction of Lightly Filtered Broadcast News. CoRR (2013)
Luís Marujo, Wang Ling, Anatole Gershman, Jaime G. Carbonell, João Paulo Neto, David Martins de Matos
Recognition of Named-Event Passages in News Articles. CoRR (2013)
Paula Cristina Vaz, Ricardo Ribeiro, David Martins de Matos
Understanding temporal dynamics of ratings in the book recommendation scenario. ISDOC (2013)
Luís Marujo, Anatole Gershman, Jaime G. Carbonell, David Martins de Matos, João Paulo Neto
Co-Multistage of Multiple Classifiers for Imbalanced Multiclass Learning. CoRR (2013)
Paula Cristina Vaz, Ricardo Ribeiro, David Martins de Matos
Book recommender prototype based on author's writing style. OAIR (2013)
Hugo Rodrigues, Luísa Coheur, Ana Cristina Mendes, Ricardo Ribeiro, David Martins de Matos
Testing Lexical Approaches in QA4MRE. CLEF (Online Working Notes/Labs/Workshop) (2012)
Luís Marujo, Ricardo Ribeiro, David Martins de Matos, João Paulo Neto, Anatole Gershman, Jaime G. Carbonell
Key Phrase Extraction of Lightly Filtered Broadcast News. TSD (2012)
Gracinda Carvalho, David Martins de Matos, Vítor Rocio
Building and Exploring Semantic Equivalences Resources. LREC (2012)
Paula Cristina Vaz, David Martins de Matos, Bruno Martins, Pável Calado
Improving an Hybrid Literary Book Recommendation System through Author Ranking CoRR (2012)
Paula Cristina Vaz, David Martins de Matos, Bruno Martins
Stylometric relevance-feedback towards a hybrid book recommendation algorithm. BooksOnline@CIKM (2012)
Paula Cristina Vaz, Ricardo Ribeiro, David Martins de Matos
LitRec vs. Movielens - A Comparative Study. KDIR (2012)
Luís Marujo, Wang Ling, Anatole Gershman, Jaime G. Carbonell, João Paulo Neto, David Martins de Matos
Recognition of Named-Event Passages in News Articles. COLING (Demos) (2012)
Ricardo Daniel Santos Faro Marques Ribeiro, David Martins de Matos
Summarizing Speech by Contextual Reinforcement of Important Passages. PROPOR (2012)
Paula Cristina Vaz, David Martins de Matos, Bruno Martins, Pável Calado
Improving a hybrid literary book recommendation system through author ranking. JCDL (2012)
Gracinda Carvalho, Isabel Falé, David Martins de Matos, Vítor Rocio
Searching a Mixed Corpus in the Light of the New Portuguese Orthographic Norm. PROPOR (2012)
Carlos Rosão, Ricardo Ribeiro, David Martins de Matos
Influence of Peak Selection Methods on Onset Detection. ISMIR (2012)
Artur Ventura, Nuno Diegues, David Martins de Matos
Frame Interpretation and Validation in a Open Domain Dialogue System CoRR (2012)
Wang Ling, João Graça, David Martins de Matos, Isabel Trancoso, Alan W. Black
Discriminative Phrase-based Lexicalized Reordering Models using Weighted Reordering Graphs. IJCNLP (2011)
David Miguel Antunes, David Martins de Matos, José António Gaspar
Improving domotic services combining a dialog system and a resident tracking system. EUROCON (2011)
Ricardo Ribeiro, David Martins de Matos
Centrality-as-Relevance: Support Sets and Similarity as Geometric Proximity. J. Artif. Intell. Res. 42 (2011)
David Miguel Antunes, David Martins de Matos, José António Gaspar
A Library for Implementing the Multiple Hypothesis Tracking Algorithm CoRR (2011)
David Miguel Antunes, Dario Figueira, David Martins de Matos, Alexandre Bernardino, José António Gaspar
Multiple Hypothesis Tracking in camera networks. ICCV Workshops (2011)
Paula Vaz Lobo, David Martins de Matos
Fairy Tale Corpus Organization Using Latent Semantic Mapping and an Item-to-item Top-n Recommendation Algorithm. LREC (2010)
Gracinda Carvalho, David Martins de Matos, Vítor Rocio
Improving IdSay: A Characterization of Strengths and Weaknesses in Question Answering Systems for Portuguese. PROPOR (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

David Martins de Matos