Bruno Martins

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 102

Top Venues

CoRR

ACM SIGSPATIAL Special

GIR

ISPRS Int. J. Geo Inf.

Publications

Gonçalo Gomes, Isabel Coutinho, Bruno Martins
Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings. CoRR (2024)
Marina Georgati, João Monteiro, Bruno Martins, Carsten Keßler, Henning Sten Hansen
Modeling population distribution: A visual and quantitative analysis of gradient boosting and deep learning models for multi-output spatial disaggregation. Trans. GIS 28 (2) (2024)
João Daniel Silva, João Magalhães, Devis Tuia, Bruno Martins
Large Language Models for Captioning and Retrieving Remote Sensing Images. CoRR (2024)
Luís Borges, Rohan Jha, Jamie Callan, Bruno Martins
Generalizable Tip-of-the-Tongue Retrieval with LLM Re-ranking. SIGIR (2024)
João Coelho, Bruno Martins, João Magalhães, Jamie Callan, Chenyan Xiong
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval. CoRR (2024)
Gonçalo Gomes, Isabel Coutinho, Bruno Martins
Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings. EACL (1) (2024)
Henrique Lopes Cardoso, Rui Sousa-Silva, Paula Carvalho, Bruno Martins
Argumentation models and their use in corpus annotation: Practice, prospects, and challenges. Nat. Lang. Eng. 29 (4) (2023)
Rita Ramos, Bruno Martins, Desmond Elliott
LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting. ACL (Findings) (2023)
Rita Ramos, Bruno Martins, Desmond Elliott, Yova Kementchedjhieva
Smallcap: Lightweight Image Captioning Prompted with Retrieval Augmentation. CVPR (2023)
Rita Parada Ramos, Desmond Elliott, Bruno Martins
Retrieval-augmented Image Captioning. CoRR (2023)
Gonçalo Raposo, Luísa Coheur, Bruno Martins
Prompting, Retrieval, Training: An exploration of different approaches for task-oriented dialogue generation. SIGDIAL (2023)
Rita Ramos, Bruno Martins, Desmond Elliott
LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting. CoRR (2023)
Gonçalo Azevedo Mendes, Bruno Martins
Quantifying Valence and Arousal in Text with Multilingual Pre-trained Transformers. ECIR (1) (2023)
Rita Ramos, Desmond Elliott, Bruno Martins
Retrieval-augmented Image Captioning. EACL (2023)
Isabel Coutinho, Bruno Martins
Exploring Label Correlations for Quantification of ICD Codes. DS (2023)
Miguel Gonçalves, Bruno Martins, Jacinto Estima
A Detailed Analysis on the Use of General-purpose Vision Transformers for Remote Sensing Image Segmentation. GeoAI@SIGSPATIAL (2023)
Luís Borges, Bruno Martins, Jamie Callan
KALE: Using a K-Sparse Projector for Lexical Expansion. ICTIR (2023)
Gonçalo Raposo, Rui Ribeiro, Bruno Martins, Luísa Coheur
Question Rewriting? Assessing Its Importance for Conversational Question Answering. ECIR (2) (2022)
Rita Ramos, Bruno Martins
Using Neural Encoder-Decoder Models With Continuous Outputs for Remote Sensing Image Captioning. IEEE Access 10 (2022)
Danielle Caled, Mário J. Silva, Bruno Martins, Miguel Won
Multi-label classification of legislative contents with hierarchical label attention networks. Int. J. Digit. Libr. 23 (1) (2022)
Isabel Coutinho, Bruno Martins
Transformer-based models for ICD-10 coding of death certificates with Portuguese text. J. Biomed. Informatics 136 (2022)
Ludovic Moncla, Bruno Martins, Katherine McDonough
Report of the 6th ACM SIGSPATIAL International Workshop on Geospatial Humanities (GeoHumanities 2022). ACM SIGSPATIAL Special 14 (1) (2022)
Gil Rocha, Bernardo Leite, Luís Trigo, Henrique Lopes Cardoso, Rui Sousa-Silva, Paula Carvalho, Bruno Martins, Miguel Won
Predicting Argument Density from Multiple Annotations. NLDB (2022)
Bruno Martins, Dalton D. Lunga, Song Gao, Shawn D. Newsam, Lexie Yang, Xueqing Deng, Gengchen Mai
Report of the 5th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery (GeoAI 2022). ACM SIGSPATIAL Special 14 (1) (2022)
João Daniel Silva, João Magalhães, Devis Tuia, Bruno Martins
Remote sensing visual question answering with a self-attention multi-modal encoder. GeoAI@SIGSPATIAL (2022)
João Dias, Pedro A. Santos, Nuno Cordeiro, Ana Antunes, Bruno Martins, Jorge Baptista, Carlos Gonçalves
State of the Art in Artificial Intelligence applied to the Legal Domain. CoRR (2022)
Gengchen Mai, Yingjie Hu, Song Gao, Ling Cai, Bruno Martins, Johannes Scholz, Jing Gao, Krzysztof Janowicz
Symbolic and subsymbolic GeoAI: Geospatial knowledge graphs and spatially explicit machine learning. Trans. GIS 26 (8) (2022)
Rita Ramos, Bruno Martins, Desmond Elliott, Yova Kementchedjhieva
SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation. CoRR (2022)
João Monteiro, Bruno Martins, Miguel Costa, João Moura Pires
A co-training approach for spatial data disaggregation. SIGSPATIAL/GIS (2022)
Gonçalo Raposo, Rui Ribeiro, Bruno Martins, Luísa Coheur
Question rewriting? Assessing its importance for conversational question answering. CoRR (2022)
Emmanuel Papadakis, Benjamin Adams, Song Gao, Bruno Martins, George Baryannis, Alina Ristea
Explainable artificial intelligence in the spatial domain (X-GeoAI). Trans. GIS 26 (6) (2022)
Ana Bárbara Cardoso, Bruno Martins, Jacinto Estima
A Novel Deep Learning Approach Using Contextual Embeddings for Toponym Resolution. ISPRS Int. J. Geo Inf. 11 (1) (2022)
Bernardo C. Moreira, Henrique Lopes Cardoso, Bruno Martins, Fábio Goularte
Team Bruce Banner at Touché 2022: Argument Retrieval for Controversial Questions. CLEF (Working Notes) (2022)
Dalton D. Lunga, Yingjie Hu, Shawn D. Newsam, Song Gao, Bruno Martins, Hsiuhan Lexie Yang, Xueqing Deng
GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research. CoRR (2022)
Gil Rocha, Luís Trigo, Henrique Lopes Cardoso, Rui Sousa-Silva, Paula Carvalho, Bruno Martins, Miguel Won
Annotating Arguments in a Corpus of Opinion Articles. LREC (2022)
Dalton D. Lunga, Yingjie Hu, Shawn D. Newsam, Song Gao, Bruno Martins, Hsiu-Han Lexie Yang, Xueqing Deng
GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research. ACM SIGSPATIAL Special 13 (3) (2021)
Rita Parada Ramos, Patrícia Pereira, Helena Moniz, João Paulo Carvalho, Bruno Martins
Retrieval Augmentation to Improve Robustness and Interpretability of Deep Neural Networks. CoRR (2021)
Dalton D. Lunga, Yingjie Hu, Shawn D. Newsam, Song Gao, Bruno Martins, Hsiuhan Lexie Yang, Xueqing Deng
GeoAI at ACM SIGSPATIAL: The New Frontier of Geospatial Artificial Intelligence Research. ACM SIGSPATIAL Special 13 (2021)
Jacques Fize, Ludovic Moncla, Bruno Martins
Deep Learning for Toponym Resolution: Geocoding Based on Pairs of Toponyms. ISPRS Int. J. Geo Inf. 10 (12) (2021)
Luís Borges, Bruno Martins, Jamie Callan
Assessing the Benefits of Model Ensembles in Neural Re-ranking for Passage Retrieval. ECIR (2) (2021)
João Miguel Monteiro, Bruno Martins, Miguel Costa, João Moura Pires
Geospatial Data Disaggregation through Self-Trained Encoder-Decoder Convolutional Models. ISPRS Int. J. Geo Inf. 10 (9) (2021)
Luís Borges, Bruno Martins, Jamie Callan
Assessing the Benefits of Model Ensembles in Neural Re-Ranking for Passage Retrieval. CoRR (2021)
Rita Parada Ramos, Patrícia Pereira, Helena Moniz, João Paulo Carvalho, Bruno Martins
Retrieval Augmentation for Deep Neural Networks. IJCNN (2021)
Jorge Pereira, João Monteiro, Joel Silva, Jacinto Estima, Bruno Martins
Assessing flood severity from crowdsourced social media photos with deep neural networks. Multim. Tools Appl. 79 (35-36) (2020)
Diego Jimenez-Badillo, Patricia Murrieta-Flores, Bruno Martins, Ian N. Gregory, Mariana Favila-Vázquez, Raquel Liceras-Garrido
Developing Geographically Oriented NLP Approaches to Sixteenth-Century Historical Documents: Digging into Early Colonial Mexico. Digit. Humanit. Q. 14 (4) (2020)
Paula Carvalho, Bruno Martins, Hugo Rosa, Silvio Amir, Jorge Baptista, Mário J. Silva
Situational Irony in Farcical News Headlines. PROPOR (2020)
Mário Cardoso, Jacinto Estima, Bruno Martins
Spatio-Temporal Forecasting With Gridded Remote Sensing Data Using Feed-Backward Decoding. SIGSPATIAL/GIS (2020)
Maria Dias, João Monteiro, Jacinto Estima, Joel Silva, Bruno Martins
Semantic segmentation and colorization of grayscale aerial imagery with W-Net models. Expert Syst. J. Knowl. Eng. 37 (6) (2020)
Jochen L. Leidner, Bruno Martins, Katherine McDonough, Ross S. Purves
Text Meets Space: Geographic Content Extraction, Resolution and Information Retrieval. ECIR (2) (2020)
Bruno Martins, Ludovic Moncla, Patricia Murrieta-Flores
GeoHumanities 2019 workshop report. ACM SIGSPATIAL Special 11 (3) (2019)
Ana Bárbara Cardoso, Bruno Martins, Jacinto Estima
Using Recurrent Neural Networks for Toponym Resolution in Text. EPIA (2) (2019)
Song Gao, Shawn D. Newsam, Liang Zhao, Dalton D. Lunga, Yingjie Hu, Bruno Martins, Xun Zhou, Feng Chen
GeoAI 2019 workshop report: The 3nd ACM SIGSPATIAL International Workshop on GeoAI: AI for Geographic Knowledge Discovery: Seattle, WA, USA - November 5, 2019. ACM SIGSPATIAL Special 11 (3) (2019)
Luís Borges, Bruno Martins, Pável Calado
Combining Similarity Features and Deep Representation Learning for Stance Detection in the Context of Checking Fake News. ACM J. Data Inf. Qual. 11 (3) (2019)
Pedro Gomes, Bruno Martins, Luís Cruz
Segmenting User Sessions in Search Engine Query Logs Leveraging Word Embeddings. TPDL (2019)
Miguel Ángel Bernabé, Jacinto Estima, María Ester González, Carlos Granell, Carlos López-Vázquez, Miguel R. Luaces, Bruno Martins, Daniela Moctezuma, Diego Seco
IDEAIS: Smart Voice Assistants to Improve Interaction with SDIs. CoRR (2019)
Nelson Nunes, Bruno Martins, Nuno André da Silva, Francisca Pais Leite, Mário J. Silva
A Multi-modal Deep Learning Method for Classifying Chest Radiology Exams. EPIA (1) (2019)
João Miguel Monteiro, Bruno Martins, Patricia Murrieta-Flores, João Moura Pires
Spatial Disaggregation of Historical Census Data Leveraging Multiple Sources of Ancillary Information. ISPRS Int. J. Geo Inf. 8 (8) (2019)
Danielle Caled, Miguel Won, Bruno Martins, Mário J. Silva
A Hierarchical Label Network for Multi-label EuroVoc Classification of Legislative Contents. TPDL (2019)
Patricia Murrieta-Flores, Bruno Martins
The geospatial humanities: past, present and future. Int. J. Geogr. Inf. Sci. 33 (12) (2019)
Ricardo Almeida Silva, João Moura Pires, Nuno Datia, Maribel Yasmina Santos, Bruno Martins, Fernando Pedro Birra
Visual analytics for spatiotemporal events. Multim. Tools Appl. 78 (23) (2019)
Didier Dias, Bruno Martins, João Moura Pires, Luís Moreira de Sousa, Jacinto Estima, Carlos Viegas Damásio
Soil Classification Based on Physical and Chemical Properties Using Random Forests. EPIA (1) (2019)
Maria Dias, João Monteiro, Jacinto Estima, Joel Silva, Bruno Martins
Semantic Segmentation of High-Resolution Aerial Imagery with W-Net Models. EPIA (2) (2019)
Ricardo Almeida Silva, João Moura Pires, Nuno Datia, Maribel Yasmina Santos, Bruno Martins, Fernando Pedro Birra
Visualising Hidden Spatiotemporal Patterns at Multiple Levels of Detail. IV (2018)
Hannah Alpert-Abrams, Clayton McCarl, Ernesto Priani, Linda Rodriguez, Diego Jimenez-Badillo, Patricia Murrieta-Flores, Bruno Martins, Ian N. Gregory
Digital Humanities & Colonial Latin American Studies Roundtable. DH (2018)
Hugo Rosa, João Paulo Carvalho, Pável Calado, Bruno Martins, Ricardo Ribeiro, Luísa Coheur
Using Fuzzy Fingerprints for Cyberbullying Detection in Social Networks. FUZZ-IEEE (2018)
Rui Santos, Patricia Murrieta-Flores, Bruno Martins
Learning to combine multiple string similarity metrics for effective toponym matching. Int. J. Digit. Earth 11 (9) (2018)
Miguel Won, Patricia Murrieta-Flores, Bruno Martins
Ensemble Named Entity Recognition (NER): Evaluating NER Tools in the Identification of Place Names in Historical Corpora. Frontiers Digit. Humanit. 5 (2018)
João Miguel Monteiro, Bruno Martins, João Moura Pires
A hybrid approach for the spatial disaggregation of socio-economic indicators. Int. J. Data Sci. Anal. 5 (2-3) (2018)
Bruno Martins, Patricia Murrieta-Flores
GeoHumanities 2018 workshop report. ACM SIGSPATIAL Special 10 (3) (2018)
Rui Santos, Patricia Murrieta-Flores, Pável Calado, Bruno Martins
Toponym matching through deep neural networks. Int. J. Geogr. Inf. Sci. 32 (2) (2018)
Frederico Rodrigues, Bruno Martins, Ricardo Ribeiro
Neural Methods for Cross-Lingual Sentence Compression. AIMSA (2018)
Luís Borges, Bruno Martins, Pável Calado
Combining Similarity Features and Deep Representation Learning for Stance Detection in the Context of Checking Fake News. CoRR (2018)
Francisco Duarte, Bruno Martins, Cátia Sousa Pinto, Mário J. Silva
Deep neural models for ICD-10 coding of death certificates and autopsy reports in free-text. J. Biomed. Informatics 80 (2018)
Rui Santos, Patricia Murrieta-Flores, Bruno Martins
An Automated Approach for Geocoding Tabular Itineraries. GIR (2017)
João Miguel Monteiro, Asanobu Kitamoto, Bruno Martins
Situational Awareness from Social Media Photographs Using Automated Image Captioning. DSAA (2017)
Francisco Duarte, Bruno Martins, Cátia Sousa Pinto, Mário J. Silva
A Deep Learning Method for ICD-10 Coding of Free-Text Death Certificates. EPIA (2017)
Bruno Martins, Patricia Murrieta-Flores
Geohumanities 2017 workshop report. ACM SIGSPATIAL Special 9 (3) (2017)
Fernando Melo, Bruno Martins
Automated Geocoding of Textual Documents: A Survey of Current Approaches. Trans. GIS 21 (1) (2017)
Seyed Iman Mirrezaei, Bruno Martins, Isabel F. Cruz
A distantly supervised method for extracting spatio-temporal information from text. SIGSPATIAL/GIS (2016)
Tiago Gonçalves, Ana Paula Afonso, Bruno Martins
Why Not Both? - Combining 2D Maps and 3D Space-time Cubes for Human Trajectory Data Visualization. BCS HCI (2016)
Pedro Fialho, Ricardo Marques, Bruno Martins, Luísa Coheur, Paulo Quaresma
INESC-ID@ASSIN: Medição de Similaridade Semântica e Reconhecimento de Inferência Textual. Linguamática 8 (2) (2016)
Ramón Fernandez Astudillo, Silvio Amir, Wang Ling, Bruno Martins, Mário J. Silva, Isabel Trancoso
INESC-ID: Sentiment Analysis without Hand-Coded Features or Linguistic Resources using Embedding Subspaces. SemEval@NAACL-HLT (2015)
João L. M. Pereira, Helena Galhardas, Bruno Martins
A Benchmark for Relation Extraction Kernels. ADBIS (2015)
Tiago Gonçalves, Ana Paula Afonso, Bruno Martins
Improving Spatial Awareness for Human Trajectory Visualization in Space-Time Cubes. INTERACT (4) (2015)
Fernando Melo, Bruno Martins
Geocoding Textual Documents Through a Hierarchy of Linear Classifiers. EPIA (2015)
Dirk Ahlers, Erik Wilde, Bruno Martins
Report on the Fourth Workshop on Locatio and the Web (LocWeb 2014). SIGIR Forum 49 (1) (2015)
Tiago Gonçalves, Ana Paula Afonso, Bruno Martins
Cartographic visualization of human trajectory data: overview and analysis. J. Locat. Based Serv. 9 (2) (2015)
João Loff, Manuel Reis, Bruno Martins
Predicting well-being with geo-referenced data collected from social media platforms. SAC (2015)
Tiago Gonçalves, Ana Paula Afonso, Bruno Martins
Combining and assessing 2D maps and space-time cubes for trajectory data. BCS HCI (2015)
Catarina Moreira, Bruno Martins, Pável Calado
Using Rank Aggregation for Expert Search in Academic Digital Libraries. CoRR (2015)
Silvio Amir, Wang Ling, Ramón Fernandez Astudillo, Bruno Martins, Mário J. Silva, Isabel Trancoso
INESC-ID: A Regression Model for Large Scale Twitter Sentiment Lexicon Induction. SemEval@NAACL-HLT (2015)
Alexey Mazalov, Bruno Martins, David Martins de Matos
Spatial role labeling with convolutional neural networks. GIR (2015)
Seyed Iman Mirrezaei, Bruno Martins, Isabel F. Cruz
The Triplex Approach for Recognizing Semantic Relations from Noun Phrases, Appositions, and Adjectives. ESWC (Satellite Events) (2015)
André Leal, Bruno Martins, Francisco M. Couto
ULisboa: Recognition and Normalization of Medical Concepts. SemEval@NAACL-HLT (2015)
David S. Batista, Bruno Martins, Mário J. Silva
Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics. EMNLP (2015)
Bruno Martins, Francisco J. López-Pellicer, Dirk Ahlers
Expanding the utility of geospatial knowledge bases by linking concepts to WikiText and to polygonal boundaries. GIR (2015)
Catarina Moreira, Bruno Martins, Pável Calado
Learning to Rank Academic Experts in the DBLP Dataset. CoRR (2015)
Fernando Melo, Bruno Martins
Geocoding textual documents through the usage of hierarchical classifiers. GIR (2015)
Seyed Iman Mirrezaei, Bruno Martins, Isabel F. Cruz
The Triplex Approach for Recognizing Semantic Relations from Noun Phrases, Appositions, and Adjectives. KNOW@LOD (2015)
Catarina Moreira, Pável Calado, Bruno Martins
Learning to rank academic experts in the DBLP dataset. Expert Syst. J. Knowl. Eng. 32 (4) (2015)

Bruno Martins.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Bruno Martins