Managing Linguistic Resources and Tools. - David Martins de Matos; Joana Lúcio Paulo; Nuno J. Mamede (PROPOR, 2003)

Rethinking Reusable Resources. - David Martins de Matos; Ricardo Daniel Santos Faro Marques Ribeiro; Nuno J. Mamede (LREC, 2004)

Document retrieval for question answering: a quantitative evaluation of text preprocessing. - Gracinda Carvalho; David Martins de Matos; Vítor Rocio (PIKM, 2007)

QA@L2F, First Steps at QA@CLEF. - Ana Cristina Mendes; Luísa Coheur; Nuno J. Mamede; Ricardo Ribeiro 001; Fernando Batista; David Martins de Matos (CLEF, 2007)

QA@L2F@QA@CLEF. - Ana Cristina Mendes; Luísa Coheur; Nuno J. Mamede; Luis Romão; João Loureiro; Ricardo Ribeiro 001; Fernando Batista; David Martins de Matos (CLEF (Working Notes), 2007)

Extractive Summarization of Broadcast News: Comparing Strategies for European Portuguese. - Ricardo Ribeiro 001; David Martins de Matos (TSD, 2007)

IdSay: Question Answering for Portuguese. - Gracinda Carvalho; David Martins de Matos; Vítor Rocio (CLEF (Working Notes), 2008)

Using Lexical Acquisition to Enrich a Predicate Argument Reusable Database. - Paula Cristina Vaz; David Martins de Matos; Nuno J. Mamede (LREC, 2008)

Using prior knowledge to assess relevance in speech summarization. - Ricardo Ribeiro 001; David Martins de Matos (SLT, 2008)

High-Performance High-Volume Layered Corpora Annotation. - Tiago Luís; David Martins de Matos (Linguistic Annotation Workshop, 2009)

Fairy Tale Corpus Organization Using Latent Semantic Mapping and an Item-to-item Top-n Recommendation Algorithm. - Paula Vaz Lobo; David Martins de Matos (LREC, 2010)

Improving IdSay: A Characterization of Strengths and Weaknesses in Question Answering Systems for Portuguese. - Gracinda Carvalho; David Martins de Matos; Vítor Rocio (PROPOR, 2010)

Improving domotic services combining a dialog system and a resident tracking system. - David Miguel Antunes; David Martins de Matos; José António Gaspar (EUROCON, 2011)

Multiple Hypothesis Tracking in camera networks. - David Miguel Antunes; Dario Figueira; David Martins de Matos; Alexandre Bernardino; José António Gaspar (ICCV Workshops, 2011)

Discriminative Phrase-based Lexicalized Reordering Models using Weighted Reordering Graphs. - Wang Ling; João Graça; David Martins de Matos; Isabel Trancoso; Alan W. Black (IJCNLP, 2011)

A Library for Implementing the Multiple Hypothesis Tracking Algorithm - David Miguel Antunes; David Martins de Matos; José António Gaspar (CoRR, 2011)

Centrality-as-Relevance: Support Sets and Similarity as Geometric Proximity. - Ricardo Ribeiro 001; David Martins de Matos (J. Artif. Intell. Res., 2011)

Stylometric relevance-feedback towards a hybrid book recommendation algorithm. - Paula Cristina Vaz; David Martins de Matos; Bruno Martins 001 (BooksOnline@CIKM, 2012)

Testing Lexical Approaches in QA4MRE. - Hugo Rodrigues 001; Luísa Coheur; Ana Cristina Mendes; Ricardo Ribeiro 001; David Martins de Matos (CLEF (Online Working Notes/Labs/Workshop), 2012)

Recognition of Named-Event Passages in News Articles. - Luís Marujo; Wang Ling; Anatole Gershman; Jaime G. Carbonell; João Paulo Neto; David Martins de Matos (COLING (Demos), 2012)

LitRec vs. Movielens - A Comparative Study. - Paula Cristina Vaz; Ricardo Ribeiro 001; David Martins de Matos (KDIR, 2012)

Influence of Peak Selection Methods on Onset Detection. - Carlos Rosão; Ricardo Ribeiro 001; David Martins de Matos (ISMIR, 2012)

Improving a hybrid literary book recommendation system through author ranking. - Paula Cristina Vaz; David Martins de Matos; Bruno Martins 001; Pável Calado (JCDL, 2012)

Building and Exploring Semantic Equivalences Resources. - Gracinda Carvalho; David Martins de Matos; Vítor Rocio (LREC, 2012)

Searching a Mixed Corpus in the Light of the New Portuguese Orthographic Norm. - Gracinda Carvalho; Isabel Falé; David Martins de Matos; Vítor Rocio (PROPOR, 2012)

Summarizing Speech by Contextual Reinforcement of Important Passages. - Ricardo Daniel Santos Faro Marques Ribeiro; David Martins de Matos (PROPOR, 2012)

Key Phrase Extraction of Lightly Filtered Broadcast News. - Luís Marujo; Ricardo Ribeiro 001; David Martins de Matos; João Paulo Neto; Anatole Gershman; Jaime G. Carbonell (TSD, 2012)

Improving an Hybrid Literary Book Recommendation System through Author Ranking - Paula Cristina Vaz; David Martins de Matos; Bruno Martins 001; Pável Calado (CoRR, 2012)

Frame Interpretation and Validation in a Open Domain Dialogue System - Artur Ventura; Nuno Diegues; David Martins de Matos (CoRR, 2012)

BioBlaze: Multi-core SIMD ASIP for DNA sequence alignment. - Nuno Neves 002; Nuno Sebastião; Andre Patricio; David Martins de Matos; Pedro Tomás; Paulo F. Flores; Nuno Roma (ASAP, 2013)

Revisiting Centrality-as-Relevance: Support Sets and Similarity as Geometric Proximity: Extended abstract. - Ricardo Ribeiro 001; David Martins de Matos (IJCAI, 2013)

Understanding temporal dynamics of ratings in the book recommendation scenario. - Paula Cristina Vaz; Ricardo Ribeiro 001; David Martins de Matos (ISDOC, 2013)

Towards a fair comparison between name disambiguation approaches. - João Guerreiro 002; Daniel Gonçalves 002; David Martins de Matos (OAIR, 2013)

Book recommender prototype based on author's writing style. - Paula Cristina Vaz; Ricardo Ribeiro 001; David Martins de Matos (OAIR, 2013)

Self reinforcement for important passage retrieval. - Ricardo Ribeiro 001; Luís Marujo; David Martins de Matos; João Paulo Neto; Anatole Gershman; Jaime G. Carbonell (SIGIR, 2013)

Understanding the Temporal Dynamics of Recommendations across Different Rating Scales. - Paula Cristina Vaz; Ricardo Ribeiro 001; David Martins de Matos (UMAP Workshops, 2013)

Co-Multistage of Multiple Classifiers for Imbalanced Multiclass Learning. - Luís Marujo; Anatole Gershman; Jaime G. Carbonell; David Martins de Matos; João Paulo Neto (CoRR, 2013)

A Labeled Graph Kernel for Relationship Extraction - Gonçalo Simões; Helena Galhardas; David Martins de Matos (CoRR, 2013)

Improving Speech-to-Text Summarization by Using Additional Information Sources. - Ricardo Ribeiro 001; David Martins de Matos (Multi-source, Multilingual Information Extraction and Summarization, 2013)

Textual Event Detection Using Fuzzy Fingerprints. - Luís Marujo; João Paulo Carvalho 001; Anatole Gershman; Jaime G. Carbonell; João Paulo Neto; David Martins de Matos (IEEE Conf. on Intelligent Systems (1), 2014)

Revising the annotation of a Broadcast News corpus: a linguistic approach. - Vera Cabarrão; Helena Moniz; Fernando Batista; Ricardo Ribeiro 001; Nuno J. Mamede; Hugo Meinedo; Isabel Trancoso; Ana Isabel Mata; David Martins de Matos (LREC, 2014)

Privacy-Preserving Important Passage Retrieval. - Luís Marujo; José Portelo; David Martins de Matos; João Paulo Neto; Anatole Gershman; Jaime G. Carbonell; Isabel Trancoso; Bhiksha Raj (PIR@SIGIR, 2014)

Automatic Fado Music Classification. - Pedro Girão Antunes; David Martins de Matos; Ricardo Ribeiro 001; Isabel Trancoso (CoRR, 2014)

Ensemble Detection of Single & Multiple Events at Sentence-Level. - Luís Marujo; Anatole Gershman; Jaime G. Carbonell; João Paulo Neto; David Martins de Matos (CoRR, 2014)

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 G. Carbonell (ACL (2), 2015)

Spatial role labeling with convolutional neural networks. - Alexey Mazalov; Bruno Martins 001; David Martins de Matos (GIR, 2015)

Extending a Single-Document Summarizer to Multi-Document: a Hierarchical Approach. - Luís Marujo; Ricardo Ribeiro 001; David Martins de Matos; João Paulo Neto; Anatole Gershman; Jaime G. Carbonell (*SEM@NAACL-HLT, 2015)

Summarization of Films and Documentaries Based on Subtitles and Scripts. - Marta Aparício; Paulo Figueiredo; Francisco Raposo 001; David Martins de Matos; Ricardo Ribeiro 001 (CoRR, 2015)

Generation of Multimedia Artifacts: An Extractive Summarization-based Approach. - Paulo Figueiredo; Marta Aparício; David Martins de Matos; Ricardo Ribeiro 001 (CoRR, 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 001; Helena Moniz; Isabel Trancoso; Ana Isabel Mata (CoRR, 2015)

Privacy-Preserving Multi-Document Summarization. - Luís Marujo; José Portelo; Wang Ling; David Martins de Matos; João Paulo Neto; Anatole Gershman; Jaime G. Carbonell; Isabel Trancoso; Bhiksha Raj (CoRR, 2015)

The Influence of Context on Dialogue Act Recognition. - Eugénio Ribeiro; Ricardo Ribeiro 001; David Martins de Matos (CoRR, 2015)

On the Application of Generic Summarization Algorithms to Music. - Francisco Raposo 001; Ricardo Ribeiro 001; David Martins de Matos (IEEE Signal Process. Lett., 2015)

Measuring the Performance of a Location-Aware Text Prediction System. - Luís Filipe Garcia; Luís Caldas de Oliveira; David Martins de Matos (ACM Trans. Access. Comput., 2015)

Multicore SIMD ASIP for Next-Generation Sequencing and Alignment Biochip Platforms. - Nuno Neves 002; Nuno Sebastião; David Martins de Matos; Pedro Tomás; Paulo F. Flores; Nuno Roma (IEEE Trans. Very Large Scale Integr. Syst., 2015)

Automatic Detection of Hyperarticulated Speech. - Eugénio Ribeiro; Fernando Batista; Isabel Trancoso; Ricardo Ribeiro 001; David Martins de Matos (IberSPEECH, 2016)

Assessing User Expertise in Spoken Dialog System Interactions. - Eugénio Ribeiro; Fernando Batista; Isabel Trancoso; José Lopes 001; Ricardo Ribeiro 001; David Martins de Matos (IberSPEECH, 2016)

SPA: Web-based Platform for easy Access to Speech Processing Modules. - Fernando Batista; Pedro Curto; Isabel Trancoso; Alberto Abad; Jaime Ferreira; Eugénio Ribeiro; Helena Moniz; David Martins de Matos; Ricardo Ribeiro 001 (LREC, 2016)

Fast and Extensible Online Multivariate Kernel Density Estimation. - Jaime Ferreira; David Martins de Matos; Ricardo Ribeiro 001 (CoRR, 2016)

Mapping the Dialog Act Annotations of the LEGO Corpus into the Communicative Functions of ISO 24617-2. - Eugénio Ribeiro; Ricardo Ribeiro 001; David Martins de Matos (CoRR, 2016)

Exploring events and distributed representations of text in multi-document summarization. - Luís Marujo; Wang Ling; Ricardo Ribeiro 001; Anatole Gershman; Jaime G. Carbonell; David Martins de Matos; João Paulo Neto (Knowl. Based Syst., 2016)

Summarization of films and documentaries based on subtitles and scripts. - Marta Aparício; Paulo Figueiredo; Francisco Raposo 001; David Martins de Matos; Ricardo Ribeiro 001; Luís Marujo (Pattern Recognit. Lett., 2016)

Using Generic Summarization to Improve Music Information Retrieval Tasks. - Francisco Raposo 001; Ricardo Ribeiro 001; David Martins de Matos (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

A curiosity model for artificial agents. - Eugénio Ribeiro; Ricardo Ribeiro 001; David Martins de Matos (ECAL, 2017)

Towards Deep Modeling of Music Semantics using EEG Regularizers. - Francisco Raposo 001; David Martins de Matos; Ricardo Ribeiro 001; Suhua Tang; Yi Yu 001 (CoRR, 2017)

Event-based summarization using a centrality-as-relevance model. - Luís Marujo; Ricardo Ribeiro 001; Anatole Gershman; David Martins de Matos; João Paulo Neto; Jaime G. Carbonell (Knowl. Inf. Syst., 2017)

A Study on Dialog Act Recognition Using Character-Level Tokenization. - Eugénio Ribeiro; Ricardo Ribeiro 001; David Martins de Matos (AIMSA, 2018)

Topic coherence analysis for the classification of Alzheimer's disease. - Anna Pompili; Alberto Abad; David Martins de Matos; Isabel Pavão Martins (IberSPEECH, 2018)

End-to-End Multi-Level Dialog Act Recognition. - Eugénio Ribeiro; Ricardo Ribeiro 001; David Martins de Matos (IberSPEECH, 2018)

A "Deeper" Look at Detecting Cyberbullying in Social Networks. - Hugo Rosa; David Martins de Matos; Ricardo Ribeiro 001; Luísa Coheur; João Paulo Carvalho 001 (IJCNN, 2018)

Online Motion Concept Learning: A Novel Algorithm for Sample-Efficient Learning and Recognition of Human Actions. - Miguel Vasco; Francisco S. Melo; David Martins de Matos; Ana Paiva 001; Tetsunari Inamura (AAMAS, 2019)

Semantic Frame Induction as a Community Detection Problem. - Eugénio Ribeiro; Andreia Sofia Teixeira; Ricardo Ribeiro 001; David Martins de Matos (COMPLEX NETWORKS (1), 2019)

Learning Multimodal Representations for Sample-efficient Recognition of Human Actions. - Miguel Vasco; Francisco S. Melo; David Martins de Matos; Ana Paiva 001; Tetsunari Inamura (IROS, 2019)

L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations. - Eugénio Ribeiro; Vânia Mendonça; Ricardo Ribeiro 001; David Martins de Matos; Alberto Sardinha; Ana Lúcia Santos; Luísa Coheur (SemEval@NAACL-HLT, 2019)

Learning Embodied Semantics via Music and Dance Semiotic Correlations. - Francisco Afonso Raposo; David Martins de Matos; Ricardo Ribeiro 001 (CoRR, 2019)

Low-dimensional Embodied Semantics for Music and Language. - Francisco Afonso Raposo; David Martins de Matos; Ricardo Ribeiro 001 (CoRR, 2019)

Hierarchical Multi-Label Dialog Act Recognition on Spanish Data. - Eugénio Ribeiro; Ricardo Ribeiro 001; David Martins de Matos (CoRR, 2019)

A Multilingual and Multidomain Study on Dialog Act Recognition Using Character-Level Tokenization. - Eugénio Ribeiro; Ricardo Ribeiro 001; David Martins de Matos (Inf., 2019)

Deep Dialog Act Recognition using Multiple Token, Segment, and Context Information Representations. - Eugénio Ribeiro; Ricardo Ribeiro 001; David Martins de Matos (J. Artif. Intell. Res., 2019)

Reconhecimento de Actos de Diálogo Hierárquicos e Multi-Etiqueta em Dados em Espanhol. - Eugénio Ribeiro; Ricardo Ribeiro 001; David Martins de Matos (Linguamática, 2019)

An information-theoretic approach to machine-oriented music summarization. - Francisco Afonso Raposo; David Martins de Matos; Ricardo Ribeiro 001 (Pattern Recognit. Lett., 2019)

Mapping the Dialog Act Annotations of the LEGO Corpus into ISO 24617-2 Communicative Functions. - Eugénio Ribeiro; Ricardo Ribeiro 001; David Martins de Matos (LREC, 2020)

Semantic frame induction through the detection of communities of verbs and their arguments. - Eugénio Ribeiro; Andreia Sofia Teixeira; Ricardo Ribeiro 001; David Martins de Matos (Appl. Netw. Sci., 2020)

General-Purpose Communicative Function Recognition using a Hierarchical Network with Cascading Outputs and Maximum a Posteriori Path Estimation. - Eugénio Ribeiro; Ricardo Ribeiro 001; David Martins de Matos (CoRR, 2020)

Pragmatic Aspects of Discourse Production for the Automatic Identification of Alzheimer's Disease. - Anna Pompili; Alberto Abad; David Martins de Matos; Isabel Pavão Martins (IEEE J. Sel. Top. Signal Process., 2020)

Analysis of Chronic Pain Experiences Based on Online Reports: the RRCP Dataset. - Diogo A. P. Nunes; David Martins de Matos; Joana Ferreira-Gomes; Fani Neto (CoRR, 2021)

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 (CoRR, 2021)

Assessing kinetic meaning of music and dance via deep cross-modal retrieval. - Francisco Afonso Raposo; David Martins de Matos; Ricardo Ribeiro 001 (Neural Comput. Appl., 2021)

Active Learning Improves the Teacher's Experience: A Case Study in a Language Grounding Scenario. - Filipe Reynaud; Eugénio Ribeiro; David Martins de Matos (IberSPEECH, 2022)

Towards Learning Through Open-Domain Dialog. - Eugénio Ribeiro; Ricardo Ribeiro 001; David Martins de Matos (CoRR, 2022)

Transfer-learning for video classification: Video Swin Transformer on multiple domains. - Daniel Oliveira 013; David Martins de Matos (CoRR, 2022)

Automatic Recognition of the General-Purpose Communicative Functions Defined by the ISO 24617-2 Standard for Dialog Act Annotation. - Eugénio Ribeiro; Ricardo Ribeiro 001; David Martins de Matos (J. Artif. Intell. Res., 2022)

Learning Low-Dimensional Semantics for Music and Language via Multi-Subject fMRI. - Francisco Afonso Raposo; David Martins de Matos; Ricardo Ribeiro 001 (Neuroinformatics, 2022)

Chronic Pain Patient Narratives Allow for the Estimation of Current Pain Intensity. - Diogo A. P. Nunes; Joana Ferreira-Gomes; Daniela Santos Oliveira; Carlos Jorge Cabral Vaz; Sofia Santos Pimenta Vale; Fani Neto; David Martins de Matos (CBMS, 2023)

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 001; David Martins de Matos (IJCAI, 2023)

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 (Inf., 2023)

Computational analysis of the language of pain: a systematic review. - Diogo A. P. Nunes; Joana Ferreira-Gomes; Fani Neto; David Martins de Matos (CoRR, 2024)

Story Generation from Visual Inputs: Techniques, Related Tasks, and Challenges. - Daniel A. P. Oliveira; Eugénio Ribeiro; David Martins de Matos (CoRR, 2024)

Tackling Cognitive Impairment Detection from Speech: A submission to the PROCESS Challenge. - Catarina Botelho; David Gimeno-Gómez; Francisco Teixeira; John Mendonça; Patrícia Pereira; Diogo A. P. Nunes; Thomas Rolland; Anna Pompili; Rubén Solera-Ureña; Maria Ponte; David Martins de Matos; Carlos D. Martínez-Hinarejos; et al. (CoRR, 2025)

GroundCap: A Visually Grounded Image Captioning Dataset. - Daniel A. P. Oliveira; Lourenço Teodoro; David Martins de Matos (CoRR, 2025)

StoryReasoning Dataset: Using Chain-of-Thought for Scene Understanding and Grounded Story Generation. - Daniel A. P. Oliveira; David Martins de Matos (CoRR, 2025)

Entity Re-identification in Visual Storytelling via Contrastive Reinforcement Learning. - Daniel A. P. Oliveira; David Martins de Matos (CoRR, 2025)