Bruno Martins
From HLT@INESC-ID
Bruno MartinsProfessor Associado | SA-HLT
Bruno Martins is an Associate Professor at Instituto Superior Técnico of the University of Lisbon, a researcher at the Human Language Technologies Lab of INESC-ID, and a member of the Lisbon ELLIS Unit (LUMLIS). He works on problems related to the general areas of information retrieval, text mining, and the geographical information sciences. Bruno has been involved in several research projects related to geospatial aspects in information access and retrieval, and he has accumulated a significant expertise in addressing challenges at the intersection of information retrieval and the geographical information sciences (i.e., in an area that is often referred to as geographical information retrieval).
Total Publications: 135
Article (Author)
- Training environmental sound classification models for real-world deployment in edge devices
Manuel Goulão, Lourenço Bandeira, Bruno Martins, Arlindo L. Oliveira,
Discover Applied Sciences, vol. 6, DOI https://doi.org/10.1007/s42452-024-05803-7, March 2024 - Modelling Population Distribution: A Visual and Quantitative Analysis of Gradient Boosting and Deep Learning Models for Multi-Output Spatial Disaggregation
Marina Georgati, João Miguel Cordeiro Monteiro, Bruno Martins, Henning Sten Hansen, Carsten Keßler,
Transactions in GIS, vol. 28, DOI https://doi.org/10.1111/tgis.13130, January 2024 - SentPT: A customized solution for multi-genre sentiment analysis of Portuguese-language texts
Fabio Goularte, Bruno Martins, Paula Carvalho, Miguel Won,
Expert Systems with Applications, vol. 123075, DOI https://doi.org/10.1016/j.eswa.2023.123075, December 2023 - Contrastive Training of a Multimodal Encoder for Medical Visual Question Answering
João Daniel Silva, Bruno Martins, João Magalhães,
Intelligent Systems with Applications, DOI https://doi.org/10.1016/j.iswa.2023.200221, December 2023 - Assessing the Prevalence and Predictors of Incivility in Online News Comments Across Six Countries
Susana Salgado, Homero Gil Zúñiga, Pedro Alcântara da Silva, Afonso Biscaia, Miguel E. Coimbra, Bruno Martins, A. P. Francisco,
Journalism Practice, vol. 18, n. 2, pages 224-241, DOI https://doi.org/10.1080/17512786.2023.2246431, August 2023 - Argumentation models and their use in corpus annotation: Practice, prospects, and challenges
Henrique Lopes Cardoso, Rui Sousa-Silva, Paula Carvalho, Bruno Martins,
Natural Language Engineering, DOI https://doi.org/10.1017/S1351324923000062, February 2023 - Transformer-based Models for ICD-10 Coding of Death Certificates with Portuguese Text
Isabel Coutinho, Bruno Martins,
Journal of Biomedical Informatics, December 2022 - Using Neural Encoder-Decoder Models with Continuous Outputs for Remote Sensing Image Captioning
Rita Moreira Parada Ramos, Bruno Martins,
IEEE Access, January 2022 - A Novel Deep Learning Approach Using Contextual Embeddings for Toponym Resolution
Ana Bárbara Cardoso, Bruno Martins, Jacinto Estima,
ISPRS International Journal of Geo-Information, vol. 11, n. 1, DOI https://doi.org/10.3390/ijgi11010028, January 2022 - Geospatial Data Disaggregation through Self-Trained Encoder–Decoder Convolutional Models
João Miguel Cordeiro Monteiro, Bruno Martins, Miguel Costa, João Moura Pires,
ISPRS International Journal of Geo-Information., vol. 10, n. 9, DOI https://doi.org/10.3390/ijgi10090619, December 2021 - Deep Learning for Toponym Resolution: Geocoding Based on Pairs of Toponyms
Jacques Fize, Ludovic Moncla, Bruno Martins,
ISPRS International Journal of Geo-Information, vol. 10, n. 12, DOI https://doi.org/10.3390/ijgi10120818, December 2021 - Multi-label classification of legislative contents with hierarchical label attention networks
Danielle Caled, Mário J. Silva, Bruno Martins, Miguel Won,
International Journal on Digital Libraries, vol. 2021, DOI https://doi.org/10.1007/s00799-021-00307-w, October 2021 - Semantic segmentation and colorization of grayscale aerial imagery with W‐Net models
Jacinto Estima, Bruno Martins, João Miguel Cordeiro Monteiro, Joel Silva, Maria Dias,
Expert Systems, vol. 37, n. 6, DOI 10.1111/exsy.12622, December 2020 - Developing Geographically Oriented NLP Approaches to Sixteenth–Century Historical Documents: Digging into Early Colonial Mexico
Diego Jiménez–Badillo, Patricia Murrieta-Flores, Bruno Martins, Ian Gregory, Mariana Favila-Vázquez, Raquel Liceras-Garrido,
Digital Humanities Quarterly, vol. 14, n. 4, December 2020 - Assessing Flood Severity from Crowdsourced Social Media Photos with Deep Neural Networks
Jorge Pereira, João Miguel Cordeiro Monteiro, Joel Silva, Jacinto Estima, Bruno Martins,
Multimedia Tools and Applications, December 2020 - Speechmaking and the selectorate: Persuasion in nonpreferential electoral systems
Jorge M. Fernandes, Miguel Won, Bruno Martins,
Comparative Political Studies, vol. 53, n. 5, DOI https://doi.org/10.1177%2F0010414019858964, December 2019 - Combining similarity features and deep representation learning for stance detection in the context of checking fake news
Luís Borges, Bruno Martins, Pável Calado,
ACM Journal of Data and Information Quality, vol. 9, n. 39, April 2019 - Ensemble Named Entity Recognition (NER): Evaluating NER Tools in the Identification of Place Names in Historical Corpora
Miguel Won, Murrieta-Flores, P., Bruno Martins,
Frontiers in Digital Humanities, DOI https://www.frontiersin.org/article/10.3389/fdigh.2018.00002, December 2018 - Deep neural models for ICD-10 coding of death certificates and autopsy reports in free-text
Francisco Miguel Caramelo Duarte, Bruno Martins, Cátia Sousa Pinto, Mário J. Silva,
Journal of Biomedical Informatics, vol. 80, pages 64-77, DOI 10.1016/j.jbi.2018.02.011, April 2018 - Toponym Matching through Deep Neural Networks
Rui Santos, Patricia Murrieta-Flores, Pável Calado, Bruno Martins,
International Journal of Geographical Information Science, vol. 32, n. 2, pages 324--348, DOI 10.1080/13658816.2017.1390119, October 2017 - INESC-ID@ASSIN: Medição de Similaridade Semântica e Reconhecimento de Inferência Textual}
Pedro Fialho, Ricardo Miguel Machado Marques, Bruno Martins, Luísa Coheur, Paulo Quaresma,
Linguamática, pages 33-42, December 2016 - Named Entity Disambiguation over Texts Written in the Portuguese or Spanish Languages
João Santos, Ivo Anastácio, Bruno Martins,
IEEE Latin America Transactions, vol. 13, n. 3, March 2015 - Using One-Class Classifiers and Multiple Kernel Learning For Defining Imprecise Geographic Regions
Eduardo Cunha, Bruno Martins,
International Journal of Geographical Information Science, vol. 28, n. 11, DOI 10.1080/13658816.2014.916040, May 2014 - Using Machine Learning Methods for Disambiguating Place References in Textual Documents
João Santos, Ivo Anastácio, Bruno Martins,
GeoJournal, DOI 10.1007/s10708-014-9553-y, April 2014 - Realização de Previsões com Conteúdos Textuais em Português
Indira Brito, Bruno Martins,
Linguamática, Revista para o Processamento Automático das Línguas Ibéricas, vol. 6, n. 1, April 2014 - Learning to Rank Academic Experts in the DBLP dataset
Catarina Moreira, Pável Calado, Bruno Martins,
Journal of Expert Systems, DOI 10.1111/exsy.12062, December 2013 - Extracção de Relações Semânticas de Textos em Português Explorando a DBpédia e a Wikipédia
David S Batista, David Forte, Rui Silva, Bruno Martins, Mário J. Silva,
Linguamática: Revista para o Processamento Automático das Línguas Ibéricas, vol. 5, n. 1, pages 41-57, June 2013 - Geocoding Textual Documents Through Hierarchical Classifiers Based on Language Models
Duarte Dias, Ivo Anastácio, Bruno Martins,
Linguamática, Revista para o Processamento Automático das Línguas Ibéricas, vol. 4, n. 2, December 2012
In Proceedings (Author)
- Evaluation of Code LLMs on Geo-Spatial Code Generation
Piotr Gramacki, Bruno Martins, Piotr Szymański,
Proceedings of the International ACM SIGSPATIAL Workshop on AI for Geographic Knowledge Discovery, October 2024 - Multilingual Vision-Language Pre-training for the Remote Sensing Domain
João Daniel Silva, João Magalhães, Devis Tuia, Bruno Martins,
Proceedings of the ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, October 2024 - Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval
João Coelho, Bruno Martins, João Magalhães, Jamie Callan, Chenyan Xiong,
Proceedings of the Annual Meeting of the Association for Computational Linguistics, August 2024 - Information retrieval using fuzzy fingerprints
Gonçalo Raposo, Joao P. Carvalho, Luísa Coheur, Bruno Martins,
Information Processing and Management of Uncertainty in Knowledge-Based Systems, LNNS, Springer Nature, vol. 1174, pages 99–112, July 2024 - Generalizable Tip-of-the-Tongue Retrieval with LLM Re-ranking
Luís Borges, Rohan Jha, Jamie Callan, Bruno Martins,
Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval, July 2024 - Lisbon Computational Linguists at SemEval-2024 Task 2: Using A Mistral-7B Model and Data Augmentation
Artur Guimarães, Bruno Martins, João Magalhães,
Proceedings of the International Workshop on Semantic Evaluation, June 2024 - PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model
Rita Moreira Parada Ramos, Emanuele Bugliarello, Bruno Martins, Desmond Elliott,
Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics, June 2024 - Accurate and Well-Calibrated ICD Coding Through Attention Over Diverse Label Embeddings
Gonçalo Gomes, Isabel Coutinho, Bruno Martins,
Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics, March 2024 - Augmentation-Based Approaches for Overcoming Low Visibility in Street Object Detection
João Novo, Manuel Goulão, Lourenço Bandeira, Bruno Martins, Arlindo L. Oliveira,
Proceedings of the International Conference on Machine Learning and Applications, December 2023 - Quantifying Valence and Arousal in Text with Multilingual Pre-trained Transformers
Gonçalo Azevedo Mendes, Bruno Martins,
Proceedings of the European Conference on Information Retrieval, December 2023 - Retrieval-augmented Image Captioning
Rita Moreira Parada Ramos, Desmond Elliott, Bruno Martins,
Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics, December 2023 - SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation
Rita Moreira Parada Ramos, Bruno Martins, Desmond Elliott, Yova Kementchedjhieva,
Proceedings of the IEEE/CVF Computer Vision and Pattern Recognition Conference, December 2023 - Team CMU-LTI at TREC 2023 Tip-of-the-Tongue Track
Luís Borges, Jamie Callan, Bruno Martins,
Proceedings of the Text Retrieval Conference, November 2023 - A Detailed Analysis on the Use of General-purpose Vision Transformers for Remote Sensing Image Segmentation
Miguel Gonçalves, Bruno Martins, Jacinto Estima,
Proceedings of the International ACM SIGSPATIAL Workshop on AI for Geographic Knowledge Discovery, November 2023 - Exploring Label Correlations for Quantification of ICD Codes
Isabel Coutinho, Bruno Martins,
Proceedings of the International Conference on Discovery Science, October 2023 - Unsupervised Key-Phrase Extraction from Long Texts with Multilingual Sentence Transformers
Helder Dias, Artur Guimarães, Bruno Martins, Mathieu Roche,
Proceedings of the International Conference on Discovery Science, October 2023 - Prompting, Retrieval, Training: An exploration of different approaches for task-oriented dialogue generation
Gonçalo Raposo, Luísa Coheur, Bruno Martins,
Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, Association for Computational Linguistics, pages 400--412, Prague, Czechia, September 2023 - Argumentation Mining from Textual Documents Combining Deep Learning and Reasoning
Filipe Cerveira do Amaral, H. Sofia Pinto, Bruno Martins,
Proceedings of the Portuguese Conference on Artificial Intelligence, Lecture Notes in Computer Science, Springer, September 2023 - KALE: Using a K-Sparse Projector for Lexical Expansion
Luís Borges, Jamie Callan, Bruno Martins,
Proceedings of the ACM SIGIR International Conference on the Theory of Information Retrieval, July 2023 - LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting
Rita Moreira Parada Ramos, Bruno Martins, Desmond Elliott,
Findings of the Association for Computational Linguistics, July 2023 - A Co-Training Approach for Spatial Data Disaggregation
João Miguel Cordeiro Monteiro, Bruno Martins, Miguel Costa, João M. Pires,
Proceedings of the ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, December 2022 - Predicting Argument Density from Multiple Annotations
Gil Rocha, Bernardo Leite, Luís Trigo, Henrique Lopes Cardoso, Rui Sousa-Silva, Paula Carvalho, Bruno Martins, Miguel Won,
International Conference on Applications of Natural Language to Information Systems, Valence, Spain, December 2022 - Six GIScience Ideas That Must Die
Krzysztof Janowicz, Rui Zhu, Grant McKenzie, Judith Verstegen, Bruno Martins,
Proceedings of the AGILE International Conference on Geographic Information Science, December 2022 - Towards Natural Language Interfaces for Interacting with Remote Sensing Data
João Daniel Silva, Bruno Martins,
Proceedings of Spatial Data Science Symposium, December 2022 - Annotating Arguments in a Corpus of Opinion Articles
Gil Rocha, Luís Trigo, Henrique Lopes Cardoso, Rui Sousa-Silva, Paula Carvalho, Bruno Martins, Miguel Won,
International Conference on Language Resources and Evaluation, Marseille, France, December 2022 - Spatial Disaggregation of Population Subgroups Leveraging Self-Trained Multi-Output Gradient Boosted Regression Trees
Marina Georgati, João Miguel Cordeiro Monteiro, Bruno Martins, Carsten Keßler,
Proceedings of the AGILE International Conference on Geographic Information Science, December 2022 - Remote Sensing Visual Question Answering with a Self-Attention Multi-Modal Encoder
João Daniel Silva, João Magalhães, Devis Tuia, Bruno Martins,
Proceedings of the ACM SIGSPATIAL Workshop on Geospatial Artifician Intelligence, December 2022 - Dense Template Retrieval for Customer Support
Tiago Manuel Mesquita, Mariana Almeida, Bruno Martins,
Proceedings of the International Conference on Computational Linguistics, December 2022 - Question rewriting? Assessing its importance for conversational question answering
Gonçalo Raposo, Rui Orlando Magalhães Ribeiro, Bruno Martins, Luísa Coheur,
European Conference on Information Retrieval, December 2022 - Improving Neural Models for the Retrieval of Relevant Passages to Geographical Queries
João Vares Coelho, João Magalhães, Bruno Martins,
International Conference on Advances in Geographic Information, ACM, ACM, December 2021 - Assessing the Benefits of Model Ensembles in Neural Re-ranking for Passage Retrieval
Luís Pedro Pires Borges, Bruno Martins, Jamie Callan,
European Conference on IR Research, December 2021 - Remote Sensing Image Captioning with Continuous Output Neural Models
Rita Moreira Parada Ramos, Bruno Martins,
International Conference on Advances in Geographic Information Systems, ACM, ACM, December 2021 - Retrieval Augmentation for Deep Neural Networks
Rita Ramos, Patrícia Pereira, Helena Moniz, Joao P. Carvalho, Bruno Martins,
IEEE/INNS International Joint Conference on Neural Networks (IJCNN), July 2021 - Spatio-Temporal Forecasting With Gridded Remote Sensing Data Using Feed-Backward Decoding
Mário Cardoso, Jacinto Estima, Bruno Martins,
Proceedings of the 28th International Conference on Advances in Geographic Information Systems, ACM, ACM, USA, November 2020 - Situational Irony in Farcical News Headlines
Paula Carvalho, Bruno Martins, Hugo Rosa, Sílvio Moreira, Jorge Baptista, Mário J. Silva,
Computational Processing of the Portuguese Language. PROPOR 2020., LNCS, Springer, Cham, pages 65-75, Springer, Cham, March 2020 - Automatic extraction of relevant keyphrases for the study of issue competition
Miguel Won, Raimundo, Filipa, Bruno Martins,
10.29007/mmk4, December 2019 - A Hierarchical Label Network for Multi-label EuroVoc Classification of Legislative Contents
Miguel Won, Danielle Caled, Bruno Martins, Mário J. Silva,
International Conference on Theory and Practice of Digital Libraries, December 2019 - Using Fuzzy Fingerprints for Cyberbullying Detection in Social Networks
Hugo Rosa, Joao P. Carvalho, Pável Calado, Bruno Martins, Luísa Coheur, Ricardo Ribeiro,
2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), IEEE Xplorer, pages 56-62, IEEE Xplorer, Rio de Janeiro, Brazil, July 2018 - Availability of cultural heritage structured metadata in the world wide web
Nuno Freire, Bruno Martins, Pável Calado,
22nd International Conference on Electronic Publishing, June 2018 - A Deep Learning Method for ICD-10 Coding of Free-Text Death Certificates
Francisco Miguel Caramelo Duarte, Bruno Martins, Cátia Sousa Pinto, Mário J. Silva,
EPIA 2017: Progress in Artificial Intelligence, LNCS, Springer, vol. 10423, pages 137-149, Springer, August 2017 - INESC-ID at ASSIN: Measuring Semantic Similarity and Recognizing Textual Entailment
Pedro Fialho, Ricardo Marques, Bruno Martins, Luísa Coheur, Paulo Quaresma,
Propor workshop, July 2016 - Learning Parliamentary Profiles for Recommendation Tasks
Luis M. de Campos, Juan M. Fernández-Luna, Juan F. Huete, Pável Calado, Bruno Martins,
16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015, pages 187-197, November 2015 - A Benchmark for Relation Extraction Kernels
João Pedro Lebre Magalhães Pereira, Helena Galhardas, Bruno Martins,
East European Conference on Advances in Databases and Information Systems (ADBIS), Springer, pages 184-197, Springer, Poitiers, France, September 2015 - Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics
David Batista, Bruno Martins, Mário J. Silva,
EMNLP 2015: Conference on Empirical Methods in Natural Language Processing, pages 409-504, September 2015 - INESC-ID: Sentiment Analysis without hand-coded Features or Linguistic Resources using Embedding Subspaces
Ramon Fernandez Astudillo, Sílvio Moreira, Wang Ling, Bruno Martins, Mário J. Silva, Isabel Trancoso,
International Workshop on Semantic Evaluation (SemEval), Code: https://github.com/ramon-astudillo/NLSE, June 2015 - INESC-ID: A Regression Model for Twitter Sentiment Lexicon Induction
Sílvio Moreira, Ramon Fernandez Astudillo, Wang Ling, Bruno Martins, Mário J. Silva, Isabel Trancoso,
International Workshop on Semantic Evaluation (SemEval), June 2015 - Predicting Well-Being With Geo-Referenced Data Collected from Social Media Platforms
João Ferreira Loff, Manuel Reis, Bruno Martins,
Proceedings of the 30th ACM Symposium on Applied Computing, ACM, ACM, March 2015 - Uma Benchmark para Kernels de Extração de Informação
João Pedro Lebre Magalhães Pereira, Gonçalo Fernandes Simões, Helena Galhardas, Bruno Martins,
Inforum 2014 - Simpósio de Informática, Porto, Portugal, September 2014 - TUGAS: Exploiting Unlabelled Data for Twitter Sentiment Analysis
Sílvio Moreira, Miguel Almeida, Bruno Martins, João Filgueiras, Mário J. Silva,
The 8th International Workshop on Semantic Evaluation (SemEval 2014) , ACL, pages 673-677, ACL, Dublin, Ireland, August 2014 - Visualizing The Evolution of Groups of Politicians Mentioned In The News
Carolina de Figueiredo Bento, Daniel Jorge Viegas Gonçalves, Bruno Martins,
IV2014 - 18th International Conference on Information Visualisation, Conference Publishing Services (CPS), Conference Publishing Services (CPS), Paris, France, July 2014 - A Minwise Hashing Method for Addressing Relationship Extraction from Text
David S Batista, Rui Silva, Bruno Martins, Mário J. Silva,
Web Information Systems Engineering – WISE 2013, Lecture Notes in Computer Science, Springer, vol. 8181, pages 216-230, Springer, October 2013 - Document Analytics Through Entity Resolution
João Santos, Bruno Martins, David Batista,
International Conference on Web Information Systems Engineering, Springer, Springer, October 2013 - ST-TrajVis: Interacting with Trajectory Data
Tiago Gonçalves, Ana Paula Afonso, Bruno Martins, Daniel Jorge Viegas Gonçalves,
Proceedings BHCI2013 - 27th BCS Conference on Human Computer Interaction, September 2013 - Predicting the future impact of academic publications
Carolina de Figueiredo Bento, Bruno Martins, Pável Calado,
16th Portuguese Conference on Artificial Intelligence, pages 366-377, September 2013 - Visual Analysis of Mobility Data
Tiago Gonçalves, Ana Paula Afonso, Bruno Martins,
International Conference on Mobile Data Management, IEEE, IEEE, July 2013 - REACTION: A naive machine learning approach for sentiment classification
Sílvio Moreira, João Pedro Passos Figueiras, Bruno Martins, Mário J. Silva,
Second Joint Conference on Lexical and Computational Semantics (*SEM), Association for Computational Linguistics, vol. 2, pages 490-494, Association for Computational Linguistics, http://www.aclweb.org/website/old_anthology/S/S13/, June 2013 - The DMIR_Tagus Team at TAC-KBP 2012
Ivo Anastácio, Bruno Martins, Pável Calado,
Text Analysis Conference, November 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 - A Language Modeling Approach for Georeferencing Textual Documents
Duarte Dias, Ivo Anastácio, Bruno Martins,
Spanish Conference in Information Retrieval, 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 - Resolving User Identities over Social Networks through Supervised Learning and Rich Similarity Features
André Nunes, Pável Calado, Bruno Martins,
Proceedings of the ACM 27th Symposium On Applied Computing (SAC), March 2012 - Named Entity Translation using Anchor Texts
Wang Ling, Pável Calado, Bruno Martins, Isabel Trancoso, Alan W. Black, Luísa Coheur,
International Workshop on Spoken Language Translation (IWSLT) , San Francisco, USA, December 2011 - Learning to Associate Relevant Photos to Georeferenced Textual Documents
Rui Candeias, Bruno Martins,
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, November 2011 - Learning to Resolve Geographical and Temporal References in Text
Vítor Loureiro, Ivo Anastácio, Bruno Martins,
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, November 2011 - Recommending Tags to Georeferenced Photos
Ana Silva, Bruno Martins,
Proceedings of the 3rd ACM SIGSPATIAL Internationational Workshop on Location-Based Social Networks, November 2011 - Supervised Learning for Linking Named Entities to Wikipedia Pages
Ivo Anastácio, Bruno Martins, Pável Calado,
Proceedings of the Text Analysis Conference, November 2011 - Learning to rank for expert search in digital libraries of academic publications
Catarina Moreira, Bruno Martins, Pável Calado,
15th Portuguese Conference on Artificial Intelligence, EPIA 2011, Lisbon, Portugal, October 2011 - Associating Relevant Photos to Georeferenced Textual Documents through Rank Aggregation
Rui Candeias, Bruno Martins,
Terra Cognita 2011 Workshop, October 2011 - A Machine Learning Method for Resolving Temporal References in Text
Vítor Loureiro, Bruno Martins, Pável Calado,
15th Portuguese Conference on Artificial Intelligence, EPIA 2011, pages 745--759, October 2011 - Extracting Biographical Sentences from Textual Documents
Sérgio Soares, Bruno Martins, Pável Calado,
15th Portuguese Conference on Artificial Intelligence, EPIA 2011, pages 718--730, Lisbon, Portugal, October 2011 - Using Rank Aggregation for Expert Search in Academic Digital Libraries
Catarina Moreira, Bruno Martins, Pável Calado,
InForum Simpósio de Informática 2011, September 2011 - Using supervised machine learning methods to resolve user identities on the social Web
André Nunes, Bruno Martins, Pável Calado,
InForum Simpósio de Informática 2011, September 2011 - Automatically Tagging Photos Through the Usage of Nerarby Photos with Similar Contents
Ana Silva, João Domingos, Bruno Martins,
Proceedings of the 3rd Portuguese Symposium on Informatics, September 2011 - Towards the Rapid Development of a Natural Language Understanding Module
Catarina Moreira, Ana Cristina Mendes, Luísa Coheur, Bruno Martins,
IVA 2011, the 11th International Conference on Intelligent Virtual Agents, September 2011 - Associating Photos to Textual Documents by Mining Geographic Information
Rui Candeias, Bruno Martins,
Proceedings of the 3rd Portuguese Symposium on Informatics, September 2011 - A metadata geoparsing system for place name recognition and resolution in metadata records
Nuno Miguel Antunes Freire, José Borbinha, Pável Calado, Bruno Martins,
11th annual international ACM/IEEE joint conference on Digital libraries (JCDL´11), ACM/IEEE, pages 339-348, ACM/IEEE, NY, USA, June 2011 - A metadata geoparsing system for place name recognition and resolution in metadata records
Nuno Miguel Antunes Freire, José Borbinha, Pável Calado, Bruno Martins,
In Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries (JCDL '11), ACM, pages 339-348, ACM, Ottawa, Canada, June 2011 - A Supervised Machine Learning Approach for Duplicate Detection over Gazetteer Records
Bruno Martins,
Proceedings of the 4th International Conference on Geospatial Semantics, May 2011 - Delimiting Imprecise Regions with Georeferenced Photos and Land Coverage Data
Bruno Martins,
Proceedings of the 10th International Symposium on Web and Wireless Geographical Information Systems, April 2011 - A library of data cleaning functions for XQuery (poster)
Bruno Martins, Helena Galhardas, Daniela Florescu, Markos Zacharioudakis, Sorin Nasoi,
XML Prague, Prague, March 2011 - Extending SLD and SE for Cartograms
Emanuel José Fernandes Rita, José Borbinha, Bruno Martins,
GSDI 12 World Conference, Singapore, October 2010 - Delimitação automática de regiões vagas com base em fotos georreferenciadas no Flickr
Vítor Hugo Sequeira, Bruno Martins,
CAPSI 2010 - 10ª Conferência da Associação Portuguesa de Sistemas de Informação, October 2010 - Extending SLD and SE for Cartograms
Emanuel José Fernandes Rita, José Borbinha, Bruno Martins,
GSDI 12 World Conference, Singapore, October 2010 - Experiments with Geo-Temporal Expressions filtering and query expansion at document and phrase context
Jorge Miguel Calha Rainho Machado, José Borbinha, Bruno Martins,
Proceedings of NTCIR-8, National Institute of Informatics , pages 159-166, National Institute of Informatics , Tokyo, Japan, June 2010 - A Machine Learning Approach for Resolving Place References in Text
Bruno Martins, Ivo Anastácio, Pável Calado,
13th AGILE International Conference on Geographic Information Science, Association of Geographic Information Laboratories for Europ, Association of Geographic Information Laboratories for Europ, Guimarães, Portugal, March 2010 - Learning to Rank for Geographic Information Retrieval
Bruno Martins, Pável Calado,
6th Workshop on Geographic Information Retrieval, ACM, ACM, Zurich, Switzerland, February 2010 - Using the Geographic Scopes of Web Documents for Contextual Advertising
Ivo Anastácio, Bruno Martins, Pável Calado,
6th Workshop on Geographic Information Retrieval, ACM, ACM, Zurich, Switzerland, February 2010 - Classifying documents according to locational relevance
Ivo Anastácio, Bruno Martins, Pável Calado,
14th Portuguese Conference on Artificial Intelligence, EPIA 2009, pages 598–609, Aveiro, Portugal, October 2009 - O Cidadão e o Prédio Urbano - Um projecto de integração de sistemas de informação
Ricardo Castanheira Pereira, Bruno Martins, Jacinta Almeida, Mário Rui dos Santos Gomes,
CAPSI 2009, October 2009 - Experiments on a Multinomial Language Model versus Lucene Off-the-shelf Ranking Scheme and Rocchio Query Expansion
José Borbinha, Jorge Miguel Calha Rainho Machado, Bruno Martins,
CLEF 2008 - Evaluating Systems for Multilingual and Multimodal Information Access, Lecture Notes in Computer Science, Springer, vol. 5706, pages 50-57, Springer, September 2009 - A comparison of different approaches for assigning geographic scopes to documents
Ivo Anastácio, Bruno Martins, Pável Calado,
InForum Simpósio de Informática 2009, pages 285-296, Lisboa, Portugal, September 2009 - Consolidation of References to Persons in Bibliographic Databases
José Borbinha, Nuno Miguel Antunes Freire, Bruno Martins,
ICADL 2008 - Proceedings of the 11th International Conference on Asian Digital Libraries, Lecture Notes in Computer Science, Springer, vol. 5362, pages 256-265, Springer, Bali, Indonesia, December 2008 - Complex Data Transformations in Digital Libraries with Spatio-Temporal Information
José Borbinha, Nuno Miguel Antunes Freire, Bruno Martins,
ICADL 2008 - Proceedings of the 11th International Conference on Asian Digital Libraries, Lecture Notes in Computer Science, Springer, vol. 5362, pages 174-183, Springer, Bali, Indonesia, December 2008 - A geo-temporal Web gazetteer integrating data from multiple sources
José Borbinha, Hugo Miguel Álvaro Manguinhas, Bruno Martins,
ICDIM 2008 - Third IEEE International Conference on Digital Information Management, IEEE, pages 146-153, IEEE, London, UK, November 2008 - Extracting and Exploring the Geo-Temporal Semantics of Textual Resources
Bruno Martins, Hugo Miguel Álvaro Manguinhas, José Borbinha,
IEEE International Conference on Semantic Computing, IEEE, pages 1-9, IEEE, Santa Clara, August 2008 - Geographically-Aware Information Retrieval for Collections of Digitized Historical Maps
José Borbinha, Bruno Martins, Gilberto Filipe Santos Pedrosa, Nuno Miguel Antunes Freire, João Gil,
GIR 2007 - 4th ACM Workshop on Geographical information Retrieval , ACM, ACM, Lisbon, November 2007
In Book (Author)
- The Impact of Language Technologies in the Legal Domain
Isabel Trancoso, Nuno J. Mamede, Bruno Martins, H. Sofia Pinto, Ricardo Ribeiro,
The Impact of Language Technologies in the Legal Domain, Law, Governance and Technology Series, n. 58, pages 25-46, Springer, December 2023 - The crisis impact on the political discourse of Portuguese social partners
Miguel Won, Rego, R., Mendes, A., Río, I. Del, Lejeune, P., Bruno Martins,
Changing societies: legacies and challenges, December 2018
Proceedings (Editor)
- Proceedings of the 22nd Annual Conference of the European Association for Machine Translation
André Martins, Helena Moniz, Sara Fumega, Bruno Martins, Fernando Batista, Luísa Coheur, Carla Parra, Isabel Trancoso, Marco Turchi, Arianna Bisazza, Joss Moorkens, Ana Guerberof, Mary Nurminen, Lena Marg, Mikel L. Forcada,
, European Association for Machine Translation, ISBN 978-989-33-0589-8, http://eamt2020.inesc-id.pt/proceedings-eamt2020.pdf, October 2020
Technical Report (Author)
- A Benchmark for Relation Extraction Kernels
João Pedro Lebre Magalhães Pereira, Helena Galhardas, Bruno Martins,
TechnicalReport, INESC-ID Lisboa, n. 10, April 2015 - Designing an Answer Template Retrieval System
Pedro Mota, Bruno Martins, Luísa Coheur,
TechnicalReport, INESC-ID Lisboa, n. 35, February 2013
Miscellaneous (Author)
- A Comparison of First- and Second-Order HMMs in the Task of Predicting the Next Locations of Mobile Individuals
Wesley Mathew, Bruno Martins,
, ACM, November 2012 - Um método de classificação automática para a detecção de duplicados em gazetteers
Bruno Martins, Helena Galhardas, Nelson Gonçalves,
, June 2012 - Predicting Future Locations with Hidden Markov Models
Wesley Mathew, Ruben Raposo, Bruno Martins,
, ACM, June 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 - From Data to Information, From Information to Knowledge
Pável Calado, Helena Galhardas, Bruno Martins, H. Sofia Pinto, Paulo Jorge Fernandes Carreira,
, September 2011
Thesis (Author)
- Motor de Algoritmo Genético sobre GPUs
Bruno Martins, Instituto Superior Técnico, Universidade de Lisboa, Thesis, May 2016
Total Supervisions: 195
Doctoral Theses
- "Multimodal Representation Learning for Patient Similarity and Predictive Modeling in Hospital Care"
Jorge Filipe Cerejo
Bruno Martins (advisor),
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2025-09-01 - Ongoing - Adaptive Planning for Natural Human-Robot Interaction: Real-Time Multimodal Feedback and Hierarchical Goal Reasoning
Afonso Certo
Bruno Martins (advisor),
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2025-02-14 - Ongoing - Knowledge Representation Across Humans and Machines
Francisco Guedes
Arlindo L. Oliveira (advisor), Bruno Martins (coadvisor)
Doctoral Thesis, Carnegie Mellon University, Departamento de Engenharia Informática, Instituto Superior Técnico, Universidade de Lisboa, 2024-09-09 - Ongoing - Enhancing Document Understanding Through Large Vision-Language Models
Helder Dias
Bruno Martins (advisor), Arlindo L. Oliveira (coadvisor)
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2024-02-14 - Ongoing - Quality Assessment for Vision-and-Language Encoder Models
Gonçalo Gomes
Bruno Martins (advisor), Chrysoula Zerva (advisor),
Doctoral Thesis, Departamento de Engenharia Informática, Instituto Superior Técnico, Universidade de Lisboa, 2024-02-14 - Ongoing - Interacting with Remote Sensing Images Using Natural Language
João Daniel Silva
Bruno Martins (advisor), João Magalhães (coadvisor)
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-09-01 - Ongoing - Neural Information Retrieval for Long Documents
João Vares Coelho
Bruno Martins (advisor), João Magalhães (coadvisor), Chenyan Xiong (coadvisor)
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, Carnegie Mellon University, 2022-09-01 - Ongoing - Clinical Text Mining
Isabel Coutinho
Bruno Martins (advisor), Dr. Gonçalo Correia (coadvisor)
Doctoral Thesis, Departamento de Engenharia Informática, Instituto Superior Técnico, Universidade de Lisboa, 2021-04-21 - Ongoing - Information Retrieval over Clinical Documents
Artur Guimarães
Bruno Martins (advisor), João Magalhães (advisor),
Doctoral Thesis, Departamento de Engenharia Electrotécnica e de Computadores, Instituto Superior Técnico, Universidade de Lisboa, 2021-04-21 - Ongoing - Deep Learning Methods Bridging Language and Vision
Rita Moreira Parada Ramos
Bruno Martins (advisor), Desmond Elliott (coadvisor)
Doctoral Thesis, Departamento de Engenharia Informática, Instituto Superior Técnico, Universidade de Lisboa, 2020-10-02 - Ongoing - Neural Information Retrieval
Luís Pedro Pires Borges
Bruno Martins (advisor), Jamie Callan (coadvisor)
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, Carnegie Mellon University, 2019-09-16 - Ongoing - Deep Learning for Geospatial Data Disaggregation
João Miguel Cordeiro Monteiro
Bruno Martins (advisor), João Carlos Gomes Moura Pires (coadvisor)
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-09-01 - 2023-01-01 - Map-Based interaction with Trajectory Data
Tiago José Lopes Gonçalves
Ana Paula Afonso (advisor), Bruno Martins (coadvisor)
Doctoral Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2015-07-01 - 2017-12-01 - Visualização de informação geo-temporal
Tiago Santos
Ana Paula Afonso (advisor), Bruno Martins (coadvisor)
Doctoral Thesis, Universidade de Lisboa, 2012-01-01 - 2017-01-01
Master's Theses
- Quality-Aware Text Decoding from Speech or Vision Inputs"
Alexandre Silva
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2025-09-18 - Ongoing - Adapting language models with reasoning capabilities to the domain of clinical trials
Maria Ribeiro
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2025-09-08 - Ongoing - Towards More Natural Human-Robot Interaction Using Multimodal LLMs
António Morais
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2025-08-06 - Ongoing - Handling Portuguese Varieties with Pre-Trained Language Models
Rodrigo Laia
Bruno Martins (advisor), Arlindo L. Oliveira (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2025-07-31 - Ongoing - Incorporating speech into a European Portuguese LLM using discretized self-supervised representations".
Artur Jorge Tavares Monteiro
Alberto Abad (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2025-06-25 - Ongoing - Deep Learning Approaches to Detect Digital Image Forgery
Ricardo Almeida
Bruno Martins (advisor), Arlindo L. Oliveira (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2025-03-11 - Ongoing - Improving Retrieval Augmented Generation with LLMs
Clara Pereira
Bruno Martins (advisor), Arlindo L. Oliveira (advisor),
Master's Thesis, Departamento de Engenharia Informática, Instituto Superior Técnico, Universidade de Lisboa, 2025-02-01 - Ongoing - Training-Free Captioning of Remote Sensing Aerial Imagery
Carlos Rebelo
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2024-12-16 - Ongoing - Training-Free Multilingual Image Captioning
Rui Figueiredo Pinto Alves da Fonseca
Bruno Martins (advisor), Gil Rocha (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2024-08-19 - Ongoing - Comprehension of Multilingual Expressions Referring to Target Objects in Visual Inputs
Francisco Reis Nogueira
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2024-08-01 - Ongoing - Open-Vocabulary Semantic Segmentation of Aerial Photos
Luís Lopes
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2024-08-01 - Ongoing - Vision-and-Language Expert Models for 360-Degree Imagery
Pedro Alexandre Delgado Claro
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2024-08-01 - Ongoing - Adapting large language models for the domain of clinical trials
Diogo Branco
Bruno Martins (advisor), Arlindo L. Oliveira (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2024-02-23 - Ongoing - Characterization of the Internal Representations of Multi-Modal Large Language Models
João Cardoso
Bruno Martins (advisor), Arlindo L. Oliveira (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-09-21 - Ongoing - Visually Grounded Speech Recognition
Eduardo Santos
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-09-05 - Ongoing - Adapting large language models for the domain of clinical trials
Diogo Branco
Bruno Martins (advisor), Arlindo L. Oliveira (advisor),
Master's Thesis, Departamento de Engenharia Informática, Instituto Superior Técnico, Universidade de Lisboa, 2023-09-01 - Ongoing - Translating sign language into text with large language models
Manuel Palo
Bruno Martins (advisor), Luísa Coheur (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-09-01 - Ongoing - Conversational Question Answering on Visual Contents
Miguel Serra Carvalho
Bruno Martins (advisor), João Magalhães (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-03-01 - Ongoing - Using Large Language Models for Vision and Language Tasks
Kaiwei Cen
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-03-01 - Ongoing - Refining Multi-Label Clinical Text Classifiers for Text Quantification
Gonçalo Gomes
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-02-01 - Ongoing - Analysis of visual sensor data for monitoring of open spaces
João Novo
Arlindo L. Oliveira (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-09-01 - Ongoing - * Object Detection Under Low-Light and Adverse Weather Conditions
Diogo Ferrão
Bruno Martins (advisor), Arlindo L. Oliveira (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-06-01 - Ongoing - Open-ended Named Entity Recognition
Miguel Rebocho
Bruno Martins (advisor), Miguel Borges Freire (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2025-02-24 - 2026-03-31 - Adapting large language models for the domain of clinical trials
João Nabais
Bruno Martins (advisor), Arlindo L. Oliveira (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2024-02-16 - 2025-07-06 - Semi-Supervised Medical Entity Linking
Leonor Barreiros
Bruno Martins (advisor), Dr. Gonçalo Correia (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-09-07 - 2025-07-06 - Using Large Language Models to Compose Discharge Summaries from Clinical Notes,
Inês Mota
Bruno Martins (advisor), Dr. Gonçalo Correia (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-09-01 - 2025-07-06 - Using Large Language Models to Summarize Patient-Physician Dialogues into Medical Notes, IST, 2024
Catarina Valério
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-09-01 - 2025-07-06 - Efficient training of vision-language encoder models
Guilherme Lopes
Bruno Martins (advisor), Conceição Amado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-11-30 - 2024-11-30 - Optimizing Prompts for Large Language Models Using Evolutionary Algorithms.
Nuno Machado
Bruno Martins (advisor), Joao P. Carvalho (coadvisor)
Master's Thesis, Departamento de Engenharia Electrotécnica e de Computadores, Instituto Superior Técnico, Universidade de Lisboa, 2024-01-16 - 2024-11-29 - End-to-End Robot Task Planning from Voice Commands
Afonso Certo
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-09-21 - 2024-10-31 - Discretization Aware Differentiable ARchiTecture Search
Vasco Rocha
Paolo Romano (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-09-01 - 2024-10-31 - Data fusion in object recognition from sensor data
Francisco Honório
Arlindo L. Oliveira (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-09-01 - 2024-10-11 - Neural Models Models Relating Natural Language and Images
Diogo Moura
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-03-01 - 2024-10-09 - Neural Retrieval Models for Matching Patients to Clinical Trials
João Pereira
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-03-01 - 2024-10-09 - Transformer Models for Remote Sensing Image Segmentation
Miguel Gonçalves
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-03-01 - 2024-10-09 - Neural Retrieval Models for the Portuguese Language
Duarte Miranda
Bruno Martins (advisor), Mariana Almeida (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2021-09-01 - 2024-10-09 - Assessing the Uncertainty of Large Language Models
André Alves
Bruno Martins (advisor), Dr. José Vieira (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-09-22 - 2024-09-20 - Projecto DRE
Pavlo Kovalchuk
José Borbinha (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-01-01 - 2024-09-05 - Improving Differentiable Neural Architecture Search
Vasco Oliveira Rocha
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-02-01 - 2024-07-30 - Efficient Neural Information Retrieval Methods
Gonçalo Marques
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-02-01 - 2024-07-30 - Bounding Boxes for Visual Answers to Natural Language Questions
Manuel Saldanha
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-02-01 - 2024-07-30 - Dialogue Summarization with Retrieval-Augmented Transformers
Diogo Fouto
Bruno Martins (advisor), Luísa Coheur (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-07-01 - 2024-07-30 - Generating Multilingual Captions for Images and Videos With Transformer Neural Models
João Silva
Bruno Martins (advisor), David Martins de Matos (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-02-01 - 2024-06-21 - Remote Sensing Visual Question Answering
João Pedras
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-06-01 - 2023-11-30 - Multi-Document Key-Phrase Extraction with Transformer Models and Geospatial Association Measures
Helder Dias
Bruno Martins (advisor),
Master's Thesis (before Bologna), Instituto Superior Técnico, Universidade de Lisboa, 2023-02-01 - 2023-11-30 - Time Series Forecasting for Disease/Mortality Data
Diogo Ferreira
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2023-02-01 - 2023-11-30 - Geographically-Aware Image Captioning
Mariana Chinopa
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-09-01 - 2023-11-30 - Natural Language Processing Leveraging Entity-Aware Representations
José Malaquias
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-03-01 - 2023-08-09 - Estimating Emotional Valence and Arousal with Transformer-Based Language Models
Gonçalo Azevedo Mendes
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-03-01 - 2023-08-09 - Geospatial Language Understanding
Catarina Gatinho
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-03-01 - 2023-08-09 - Visual Question Answering with Remote Sensing Imagery
Francisco Guedes
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-03-01 - 2023-08-09 - Conversational Question Re-Writing
Nichal Narotamo
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2021-11-01 - 2023-08-09 - Detecção, atribuição e classificação de citações em artigos de jornais
João Daniel Fernandes Godinho
Bruno Martins (advisor), Henrique Cardoso (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-02-01 - 2023-08-09 - Automatic Assignment of Geospatial Coordinates to Historical Photos
Nuno Yatin Manoje Ramanlal
Bruno Martins (advisor), Patricia Murrieta-Flores (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-11-01 - 2023-08-09 - Neural Models for Generating Clinically Accurate Chest X-Ray Reports
André Loras Leite
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2022-03-01 - 2022-11-01 - ArgumentNext - Visualizing arguments in the real world
Ana Silva
Daniel Jorge Viegas Gonçalves (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2021-09-01 - 2022-11-01 - Question Generation for the Portuguese Language
Rafael Galhoz
Pedro Santos (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2021-09-01 - 2022-11-01 - Argumentation mining from textual documents combining deep learning and reasoning
Filipe Cerveira do Amaral
H. Sofia Pinto (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2021-09-01 - 2022-06-01 - Remote Sensing for Image Captioning
Sergio Zaera
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2021-10-01 - 2022-05-01 - Data Extraction and Integration for the Creation of a Database Describing Portuguese Unions and other Social Partners
João Manuel Ramires Machado
Bruno Martins (advisor), José Borbinha (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-02-01 - 2022-03-08 - Quantifing Emotional Valence and Arosal from Natural Language
Ana Sofia Aparicio da Costa
Bruno Martins (advisor), João Miguel Cordeiro Monteiro (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-04-01 - 2022-03-08 - Deep Learning para extração de argumentos desde documentos textuais
Adriana Correia Pereira
Bruno Martins (advisor), Henrique Lopes Cardoso (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-03-01 - 2022-03-08 - Classificação Automática de Causas de Mortalidade de Acordo com a Norma ICD-10
Liliana Lopes de Oliveira
Bruno Martins (advisor), Mauro Sansana (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-02-01 - 2022-03-08 - Reconhecimento de Identidades Mencionadas sobre Textos em Português
Luis Miguel Paiva Sampaio Santos
Bruno Martins (advisor), Pedro Balaje (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-04-01 - 2022-03-08 - Deep Learning for Language and Vision
João Daniel Silva
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-11-01 - 2021-11-01 - Improving Differentiable Neural Architecture Search
Martin Mirakyan
Bruno Martins (advisor), Paolo Romano (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-09-01 - 2021-11-01 - Convolutional Neural Networks for the Classification of 3D Medical Images
Luis Henrique Vieira Pereira
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-01-01 - 2021-11-01 - Projecto DRE
João Paulo da Costa Campos
José Borbinha (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-01-01 - 2021-11-01 - Recommendation of heterogenous wellness products
Pedro Miguel Águas Marques
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2021-10-01 - 2021-10-01 - Spatio-Temporal Question Answering Leveraging Neural Language Models for Passage Retrieval
João Vares Coelho
Bruno Martins (advisor), João Magalhães (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-11-01 - 2021-09-01 - Desambiguação de Etiquetas Morfosintácticas Utilizando Redes Neuronais Recorrentes e Word Embeddings
Bernardo Afonso Francisco Casaleiro
Nuno J. Mamede (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-09-01 - 2021-03-31 - Document Geocoding and Toponym Resolution with Neural Language Models,
Diogo Alexandre Araújo Viegas
Bruno Martins (advisor), Maguelonne Teisseire (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-10-01 - 2021-01-01 - Key-Phrase Extraction Combining Graph-Based-Methods and Neural Language Models
Artur Guimarães
Bruno Martins (advisor), Mathieu Roche (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-02-01 - 2021-01-01 - Classificação de texto clínico para auxiliar tarefas de codificação
Isabel Coutinho
Bruno Martins (advisor), João Leal (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2021-01-01 - Convolutional Neural Networks for Archaeological Pottery Classification
Tomás Alexandre Pintão de Oliveira
Bruno Martins (advisor), Jacinto Estima (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2021-01-01 - Data Integration in Support of Gazetteer Development
Bruno Filipe Braz Magalhães
Bruno Martins (advisor), Jacinto Estima (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2021-01-01 - Mapping Urban Areas Leveraging the Analysis of Ground-Level Imagery with Convolutional Neural Networks
Henrique Metelo Rita de Almeida
Bruno Martins (advisor), Jacinto Estima (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2021-01-01 - Deep Learning methods for document relevance rakingin the context of search engines for legal/legislative contents
Manuel João Sousa Santos
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-07-01 - 2021-01-01 - Fenotipagem na Multimorbilidade
Miguel Terras Froes
Mário J. Silva (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-02-01 - 2020-12-01 - Deep Learning for Spatio-Temporal Forecasting with Gridded Remote Sensing
Mário João Cabral Cardoso
Bruno Martins (advisor), Jacinto Estima (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2020-11-01 - RiverCure Portal: Collaborative GeoPortal for Curatorship of Digital Resources in the Water Management Domain
Marta Gonçalves Barcia Gonzalez
Alberto Rodrigues da Silva (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-09-01 - 2020-10-01 - Clinical Text Summarization
Nuno Infante
Bruno Martins (advisor), Nuno Silva (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-09-01 - 2020-09-01 - Deep Energy Networks for Data Completion
Olavo Bacelar
Bruno Martins (advisor), André Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-09-01 - 2020-09-01 - Deep Learning for Medical Visual Question Answering
João Pires da Silva
Bruno Martins (advisor), João Magalhães (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-09-01 - 2020-09-01 - Deep Learning for Remote Sensing Image Captioning
João Barata
Bruno Martins (advisor), Jacinto Estima (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-09-01 - 2020-09-01 - Neural Approaches for Conversational Question Answering
Andre Godinho
Bruno Martins (advisor), Mariana Almeida (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-09-01 - 2020-09-01 - Neural Approaches for Question Retrieval and Generation from FAQ Databases
Tiago Mesquita
Bruno Martins (advisor), Mariana Almeida (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-09-01 - 2020-09-01 - Neural Methods for Biomedical Synonym Discovery and Concept Alignment,
Leonor Fernandes
Bruno Martins (advisor), Daniel Faria (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-09-01 - 2020-09-01 - Hybrid Approaches for Spatial Data Interpolation,
Marcos Barata
Bruno Martins (advisor), Jacinto Estima (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-03-01 - 2020-03-01 - Predição de eventos em comércio online e sua interação com pesquisas
Rita Conde
Bruno Martins (advisor), Pedro Balage (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-03-01 - 2020-03-01 - Detecting and Characterizing User Sessions in the Context of a Search Engine for Legislative Contents
Pedro Miguel de Almeida Gomes
Bruno Martins (advisor), Luís Cruz (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-11-01 - 2019-12-01 - Geolocalização Automática de Fotografias usando Redes Neuronais Profundas
Tiago José Batista da Conceição
João Moura Pires (advisor), Bruno Martins (coadvisor)
Master's Thesis, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, 2018-11-01 - 2019-12-01 - Soil Classification Resorting to Machine Learning Techniques
Didier Narciso Dias
João Moura Pires (advisor), Bruno Martins (coadvisor)
Master's Thesis, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, 2018-11-01 - 2019-11-01 - Classifying Geo-Referenced Photos and Segmenting Satellite Imagery for the Assessment of Flood Severity
Jorge Miguel da Silva Pereira
Bruno Martins (advisor), Jacinto Estima (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-09-01 - 2019-11-01 - Segmentação de Imagens de Satélite com Redes Neuronais Profundas
Maria Marta Lampreia Dias
Bruno Martins (advisor), Jacinto Estima (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-09-01 - 2019-11-01 - Toponym Resolution in Text
Ana Bárbara Inácio Cardoso
Bruno Martins (advisor), Jacinto Estima (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-09-01 - 2019-11-01 - Construção de representações para conceitos extraídos desde textos clínicos
Veniamin Craciun
Manuel Lopes (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-03-01 - 2019-11-01 - Deep Learning for Automatic Classification of Multi-Modal Information Corresponding to Chest Radiology Reports
Nelson Filipe Rodrigues Nunes
Bruno Martins (advisor), Mário J. Silva (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-11-01 - 2019-10-01 - A Framework to Assess the Quality and Recommend Changes of Software Issues
David Coimbra
Rui Abreu (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2019-09-01 - Deep Learning for the Automatic Generation of Medical Imaging Reports
João Cardoso
Bruno Martins (advisor), Nuno Silva (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2019-09-01 - Information Extraction on Policy Preferences from Party Manifestos, Political Speeches and Opinion Articles
Nuno Amaro
Bruno Martins (advisor), Miguel Won (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2019-09-01 - Integração de dados para construção de gazetteers
Bruno Magalhães
Bruno Martins (advisor), Jacinto Estima (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2019-09-01 - Sentence-level representations for document ranking,
Manuel Santos
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-09-01 - 2019-09-01 - Question Generation With Deep Neural Networks
Ângela Margarida Gonçalves Ferreira
Luísa Coheur (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-09-01 - 2019-07-01 - Information Platform for Muscle-skeletal Health
Alexandre Silva Carreira
Mário J. Silva (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-09-01 - 2019-06-01 - Mining e-prescription databases
Daniel Filipe Alves Botas
Mário J. Silva (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-05-01 - 2019-06-01 - Simultaneous Tagging of Named Entities and Parts-of-Speech for Portuguese and Spanish Texts
Luis Miguel Paiva Sampaio Santos
Bruno Martins (advisor), Pedro Balage (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-03-01 - 2019-06-01 - 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 - Land Classification Using Deep Neural Networks Applied to Satellite Imagery Combined with Ground-Level Images
Luís Ricardo Fonseca Agostinho Freixinho
Bruno Martins (advisor), João Moura Pires (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-03-01 - 2019-05-01 - Co-Reference Resolution in Portuguese and Spanish Texts
Nádia Fernandes
Bruno Martins (advisor), Henrique Lopes Cardoso (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2019-03-01 - 2019-03-01 - Cross-Lingual Argumentation Mining
Paulo Alexandre Alves
Bruno Martins (advisor), Miguel Won (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-03-01 - 2018-11-01 - Deep Learning for Multi-Label ICD-10 Classification of Hospital Discharge Summaries
Rafael Alexandre Pires de Miranda
Bruno Martins (advisor), Mário J. Silva (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2018-03-01 - 2018-10-01 - Análise de Texto com Redes Neuronais Profundas para a Detecção de Notícias Falsas
Luís Pedro Pires Borges
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-11-01 - 2018-10-01 - Predicting Restaurant Inspection Scores Based on Yelp Data and Sanitary Inspection Reports
Filipe Flores Monteiro
Bruno Martins (advisor), Mário J. Silva (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-09-01 - 2018-10-01 - Approximate String Matching and Duplicate Detection in the Deep Learning Era
Alexandre Veríssimo de Sousa Marinho
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-03-01 - 2018-10-01 - EpiMass: A Clinical and Epidemiological Platform for Mass Gatherings
Miguel Felicio Raposo Vieira
Mário J. Silva (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-11-01 - 2018-06-01 - Neural Methods for Cross-lingual Sentence Compression
Frederico Infante Rodrigues
Bruno Martins (advisor), Ricardo Ribeiro (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-02-01 - 2018-06-01 - Cross-lingual toponym resolution with deep neural networks
Ricardo Jorge Barreira Custódio
Bruno Martins (advisor), Miguel Won (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-03-01 - 2017-11-01 - Sleep Desorders Clinical Database
Tiago André Ferreira Castanheira
Mário J. Silva (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-03-01 - 2017-11-01 - Sleep Desorders Clinical Database
Barbara Luis Sequeira de Pinho
Mário J. Silva (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-02-01 - 2017-11-01 - Automatic Dating of Textual Documents
Rui Miguel Fernandes Figueira
Bruno Martins (advisor), Daniel Gomes (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2016-11-01 - 2017-11-01 - 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 - Automaticallly Georeferencing Tabular Descriptions of Historic Routes
Rui Pedro Duarte Santos
Bruno Martins (advisor), Patricia Murrieta-Flores (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-03-01 - 2017-10-31 - Scalable and Memory-Efficient Approaches for Spatial Data Downscaling Leveraging Machine Learning
Carlos Ribeiro
Paolo Romano (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-10-01 - 2017-10-01 - Keyphrase Extraction and Geo-Temporal Characterization of their Occurrence
Francisco José Guerra Carreira
Bruno Martins (advisor), Miguel Won (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-03-01 - 2017-10-01 - Automated Classification of Causes of Mortality
Francisco Ribeiro Duarte
Mário J. Silva (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2017-02-01 - 2017-10-01 - A Prototype Infrastructure for Sentinel Earth Observation Data Relative to Portugal
Diogo Filipe Pimenta Andrade
Mário J. Silva (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2015-09-01 - 2017-06-01 - 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 - Spatial Disaggregation Using Geo-Referenced Flickr Data as Auxilary Information
João Miguel Cordeiro Monteiro
Bruno Martins (advisor), João Carlos Gomes Moura Pires (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2015-09-01 - 2016-10-01 - 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 - Event Recommendation Engine
Jorge Miguel Lopes Branco de Oliveira
Pável Calado (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2015-09-01 - 2016-09-01 - 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 - Geocodificação de documentos com métodos de aprendizagem semi-supervisionada
Fernando Melo
Bruno Martins (advisor),
Master's Thesis, Universidade de Lisboa, 2014-01-01 - 2015-06-01 - Geocodificação de fotos com base no conteúdo
Alfredo Tavares
Bruno Martins (advisor), Alfredo Ferreira (coadvisor)
Master's Thesis, Universidade de Lisboa, 2013-03-01 - 2015-06-01 - Geração de redes entre entidades mencionadas em textos
David Forte
Bruno Martins (advisor),
Master's Thesis, Universidade de Lisboa, 2013-03-01 - 2014-11-01 - Caracterização de regiões urbanas com base em dados de redes sociais baseadas na localização
Eduardo Cunha
Bruno Martins (advisor),
Master's Thesis, Universidade de Lisboa, 2012-09-01 - 2014-11-01 - Desenvolvimento de modelos de previsão com base em textos
Indira Brito
Bruno Martins (advisor),
Master's Thesis, Universidade de Lisboa, 2013-03-01 - 2014-05-01 - Supervised Learning for Relationship Extraction From Textual Documents
João Pedro Lebre Magalhães Pereira
Bruno Martins (advisor), Helena Galhardas (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2012-10-01 - 2013-11-01 - Linking entities to wikipedia documents
João Tiago Luís dos Santos
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2012-02-01 - 2013-09-01 - Pesquisa de respostas em bases de dados de perguntas frequentes
Antonio Pedro Pires Amaral
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-09-01 - 2013-09-01 - XML data cleaning
Diogo Fernandes Simões
Bruno Martins (advisor), Helena Galhardas (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-09-01 - 2013-06-01 - Extracção de informação desde referências bibliográficas
Pedro Carloto
José Borbinha (advisor), Bruno Martins (coadvisor)
Master's Thesis, Universidade de Lisboa, 2011-09-01 - 2013-03-01 - Finding Place References in Textual Documents
Luís Miguel Rosa dos Santos
Bruno Martins (advisor), Luísa Coheur (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-11-01 - 2012-11-01 - Findind Influencers in Online Social Network
Carolina de Figueiredo Bento
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2012-09-01 - 2012-09-01 - Opinion Mining and Geospatial Distribution of Opinions
Duarte Choon Dias
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-11-01 - 2012-09-01 - Anotação automática de fotos georreferenciadas com palavras chave
Ana Filipa Barreiro da Silva
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-09-01 - 2012-09-01 - Aprendizagem automática para ordenação de resultados de motores de busca
João Miguel Nascimento Monteiro Vicente
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-09-01 - 2012-09-01 - Sistemas de recomendação com suporte ao contexto geográfico
João Manuel Fontinha Domingos
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-09-01 - 2012-09-01 - Gazetteer Record Linkage
Nelson Filipe Amorim Gonçalves
Helena Galhardas (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-09-01 - 2012-05-01 - Semantic classification of locations from mobility history information
Ruben da Costa Raposo
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2012-03-01 - 2012-03-01 - Extracção de referências bibliográficas
Ricardo Alves Gonçalves
José Borbinha (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-03-01 - 2012-03-01 - Extracting of biographical sentences from newswire documents
Sérgio Filipe da Costa Dias Soares
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-05-01 - 2011-11-01 - Interface Web para a exploração de resultados de um sistema de Geographic Information Retrieval
Pedro Filipe Martins
Bruno Martins (advisor), Manuel J. Fonseca (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2009-09-01 - 2011-11-01 - Detecção e rastreio geo-temporal de tópicos importantes em textos noticiosos
Erik Michael Leal Wennberg
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-02-01 - 2011-10-01 - Extracção de opiniões/sentimentos desde documentos textuais
Diogo Viana Santos
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-02-01 - 2011-10-01 - Paper Cut: Extração Automática de Meta-dados de Artigos Científicos
Ricardo Pereira Candeias
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-02-01 - 2011-10-01 - Pesquisa de peritos com restrições geográficas
Catarina Moreira
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-02-01 - 2011-10-01 - Reconhecimento e desambiguação de expressões temporais em textos
Vítor Sérgio Santos Loureiro
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-02-01 - 2011-10-01 - Geographicaly Aware Cross-Media Retrieval
Rui Filipe Mendes Candeias
Bruno Martins (advisor),
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2011-09-01 - 2011-09-01 - Descoberta automática de identidades em redes sociais a partir de endereços de e-mail
André Gonçalo Delaunay Nunes
Pável Calado (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2010-09-01 - 2011-07-01 - Classificação automática de documentos web numa hierarquia de tópicos
Vitor Hugo Fernandes Sequeira
Bruno Martins (advisor), Pável Calado (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2010-09-01 - 2011-02-01 - iKelius - Sistema de Recomendação e de Reconhecimento de Padrões num ambiente Media Center
André de Trigueiros Pinção Lucas
Bruno Martins (advisor), Andreas Wichert (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2010-02-01 - 2010-10-01 - Criação de Mapas Temáticos atravéz de extensões às normas do open geospatial consortium
Emanuel José Fernandes Rita
José Borbinha (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2009-10-01 - 2010-02-01 - Qualidade de Dados em Gazetteers
André Fernando Miranda Osório Soares
José Borbinha (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2009-10-01 - 2010-02-01 - Quality Assessment for Geographic Web Services
Pedro Ferreira Fernandes e Melo Medeiros
José Borbinha (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2009-02-01 - 2009-11-01 - Sistemas de Informação Geográfica para gestão de cadastro
Ricardo Castanheira Pereira
Bruno Martins (advisor), Mário Rui dos Santos Gomes (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2008-10-01 - 2009-10-01 - Sistema de suporte à publicação de anúncios na Web com base em contextos geográficos
Ivo Anastácio
Pável Calado (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2008-11-01 - 2009-09-01 - Prospecção de logs de um motor de busca
Nelson Manuel Eduardo Veríssimo
Pável Calado (advisor), Bruno Martins (coadvisor)
Master's Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2008-09-01 - 2009-09-01
Graduation Theses
- Classification of Chest X-Ray Images with Deep Neural Networks for Detecting COVID-19
Inês Vanessa Carneiro Filipe
Arlindo L. Oliveira (advisor), Bruno Martins (coadvisor)
Graduation Thesis, Instituto Superior Técnico, Universidade de Lisboa, 2020-09-01 - 2020-09-01
Internships
- Internship
Kaiwei Cen
Bruno Martins (advisor),
Internship, INESC-ID Lisboa, 2023-08-09 - Ongoing - Internship
Diogo Branco
Bruno Martins (advisor),
Internship, INESC-ID Lisboa, 2023-09-01 - 2025-07-06 - Internship
Miguel Serra Carvalho
Bruno Martins (advisor),
Internship, INESC-ID Lisboa, 2023-07-24 - 2025-03-19 - Internship
Gonçalo Gomes
Bruno Martins (advisor),
Internship, INESC-ID Lisboa, 2023-02-09 - 2024-11-29 - Internship
João Nabais
Bruno Martins (advisor),
Internship, INESC-ID Lisboa, 2024-02-26 - 2024-10-31 - Multimodal Learning Using the Global Workspace Theory
Kshitij Ambilduke
Bruno Martins (advisor), André Martins (coadvisor)
Internship, INESC-ID Lisboa, 2022-05-01 - 2024-10-09 - Internship
Miguel Gonçalves
Bruno Martins (advisor),
Internship, INESC-ID Lisboa, 2022-03-15 - 2024-10-09 - Internship
João Silva
Bruno Martins (advisor), David Martins de Matos (coadvisor)
Internship, INESC-ID Lisboa, 2023-02-03 - 2024-06-21 - Internship
João Pedras
Bruno Martins (advisor),
Internship, INESC-ID Lisboa, 2022-11-28 - 2023-11-30 - Internship
Mariana Chinopa
Bruno Martins (advisor),
Internship, INESC-ID Lisboa, 2023-06-19 - 2023-11-30 - Spatial Disaggregation of Population Subgroups
Marina Georgati
Bruno Martins (advisor),
Internship, Aalborg Universitet, 2021-09-01 - 2022-01-03
Total Projects: 36
International Projects
- OLISSIPO - Fostering Computational Biology Research and Innovation in Lisbon
INESC-ID Lisboa, Horizon 2020, Life and Health Technology, 2021-01-01 - 2023-12-31 - MOOD - MOnitoring Outbreak events for Disease surveillance in a data science context
UMR ASTRE - Cirad, European Commission, Life and Health Technology, 2020-01-01 - 2024-12-31 - DSI-2 - Access to Digital Resources of European Heritage
Stichting Europeana, Connecting Europe Facility (CEF-TC-2014.2), , 2016-07-01 - 2017-08-31 - Reaction - Retrieval, Extraction, and Aggregation Computing Tecnology for Integrating and Organizing News
INESC-ID Lisboa, FCT, , 2010-07-01 - 2014-03-31
National Projects
- CRAI - Center for Responsible AI
Unbabel, IAPMEI, Societal Digital Transformation, 2023-01-01 - 2025-12-31 - DIKESFPro - Integrating data and models to understand dikes failure processes
LNEC - Laboratório Nacional de Engenharia Civil, FCT, Energy Transition, 2021-03-29 - 2025-03-28 - DETECT - Data sciEnce Tools for Epidemiologic surveillance using multiple sourCes of daTa - Improved flu/COVID-19 tracking and detection of new outbreaks
INESC-ID Lisboa, FCT, Life and Health Technology, 2021-03-01 - 2024-02-29 - IAG - Intelligent Agents Generator
Xpand IT, IAPMEI, Societal Digital Transformation, Xpand IT, INESC-ID Lisboa, INESC Inovação (INOV)2021-01-01 - 2022-12-31 - DEBAQI - Factors to promote healthy dialogue and behaviours in online school communities
COFAC - Cooperativa de Formação e Animação Cultural, C.R.L, FCT, , 2020-06-01 - 2023-07-05 - COVID-19 Evidence Mapper - COVID-19 Evidence Mapper - Fostering evidence for decision-making support and research collaboration by up-to-date mapping and querying of research, researchers and research resources
Instituto de Saúde Baseada na Evidência (ISBE), FCT, , 2020-05-01 - 2020-07-05 - Matisse - A machine learning-based forecasting system for shellfish safety
Nova.ID.FCT da Universidade Nova de Lisboa, FCT, Life and Health Technology, 2020-04-01 - 2023-09-30 - IntelligentCare - IntelligentCare – precision medicine in multimorbity
GLSMED LEARNING HEALTH, S.A, Feder/OE, Life and Health Technology, 2020-04-01 - 2023-06-30 - DeepPathCOVIDx - DeepPathCOVIDx
GLSMED LEARNING HEALTH, S.A, Agência Nacional de Inovação, Life and Health Technology, 2020-03-01 - 2021-02-03 - Dargmints - Análise de Discurso e Prospeção de Argumentos a partir de Fontes Textuais
FEUP, Feder/OE, , 2018-10-01 - 2022-07-31 - MIMU - Prospecção de informação geo-referenciada de múltiplas fontes e modalidades
INESC-ID Lisboa, FCT, , 2018-10-01 - 2022-09-30 - REP - Representativeness of social partners and the impact in economic governance
Instituto de Ciências Sociais da Universidade de Lisboa, Feder/OE, , 2018-10-01 - 2022-09-30 - HATE - Streams of hate and untruth? Using online comments, posts and tweets to investigate attitudes and the quality of political debates
Instituto de Ciências Sociais da Universidade de Lisboa, Feder/OE, , 2018-10-01 - 2022-09-30 - RiverCure - Curating and assimilating crowdsourced and authoritative data for improved modelling of river flow and morphology
IST-ID, FCT, , 2018-06-14 - 2022-06-13 - DigCH - Digging into Early Colonial Mexico: A large-scale computational analysis of 16th century historical sources
INESC-ID Lisboa, INESC-ID, , 2017-09-04 - 2020-09-04 - SATURN - Spatio-temporal cloud store for big-data applications
INESC-ID Lisboa, FCT, Societal Digital Transformation, 2016-07-01 - 2019-06-30 - GoLocal - GoLocal From monitoring global data streams to contextaware recommendations
Associação para a Inovação e Desenvolvimento da FCT, FCT, , 2016-03-01 - 2020-03-01 - EXPRESS - Expressão e reconhecimento de ironia mos medias sociais multiculturais
INESC-ID Lisboa, FCT, , 2015-07-01 - 2016-12-31 - KD-LBSN - KD-LBSN : Knowledge Discovery from Location-Based Social Networks
INESC-ID Lisboa, FCT - EXPL/EEI-ESS/0427/2013, , 2014-01-01 - 2015-06-30 - DataStorm - Large-Scale Data Management in Cloud Environments
INESC-ID Lisboa, FCT, , 2013-07-01 - 2016-06-30 - SMARTIS - Smarter Indexing and Search Schemes
INESC-ID Lisboa, FCT, , 2011-03-01 - 2014-08-31 - SInteliGIS - Intelligent Geographic Information Services
INESC-ID Lisboa, FCT, , 2011-01-01 - 2013-01-31
Contracts
- Fundo Ambiental 2 - Demonstrador para o Fundo Ambiental
INESC-ID Lisboa, Secretaria Geral do Ambiente, Societal Digital Transformation, 2025-01-01 - 2025-12-31 - Magalhães - Magalhães
INESC-ID Lisboa, Schréder Iluminação S.A., Societal Digital Transformation, 2022-07-27 - 2024-01-31 - LAWNLP - Law Natural Language Processing
INESC-ID Lisboa, Imprensa Nacional-Casa da Moeda, , 2020-06-29 - 2022-12-31 - CONTRAFAKE - FERRAMENTAS DIGITAIS DE INTELIGÊNCIA ARTIFICIAL, INSPIRADAS NO PRINCÍPIO DE INFORMAÇÃO NUTRICIONAL
Agência LUSA, Other, , 2020-05-01 - 2022-04-05 - DRE - Diário da Républica Electrónico
INESC-ID Lisboa, INESC-ID, , 2018-02-20 - 2020-01-15 - PrOBE - PrOBE – Analytics
Warwick Analytics, Warwick Analytics, Societal Digital Transformation, Warwick Analytics, INESC-ID Lisboa2017-11-06 - 2018-03-31 - Bank2Client - Análise de Opiniões para o Projecto Bank2Client
INESC Inovação (INOV), INOV, , 2012-07-01 - 2013-06-28 - XML Data Cleaning - XML Data Cleaning
INESC-ID Lisboa, FLWOR Foundation, , 2011-07-01 - 2012-08-31 - ISIS_EXAGO - Solução para a Recomendação e Integração Semântica de Ideias num Sistema de Gestão da Inovação
INESC-ID Lisboa, EXAGO MARKETS, S.A, , 2011-02-14 - 2011-10-02
Conferences
- EPIA 2022 - 21st EPIA Conference on Artificial Intelligence
INESC-ID Lisboa, Registration fees/Sponsorships, Societal Digital Transformation, 2022-01-01 - 2022-12-31