Publications

Articles

International Journal Articles: 7

2023

- Henrique Lopes Cardoso and Rui Sousa-Silva and Paula Carvalho and Bruno Martins, Argumentation models and their use in corpus annotation: Practice, prospects, and challenges, article in Natural Language Engineering, Feb. 2023, Cambridge University Press [DOI Article link] [bibTex]

2022

- Isabel Coutinho and Bruno Martins, Transformer-based Models for ICD-10 Coding of Death Certificates with Portuguese Text, article in Journal of Biomedical Informatics, to appear on 2022, Elsevier [bibTex]
- Ana Bárbara Cardoso and Bruno Martins and Jacinto Estima, A Novel Deep Learning Approach Using Contextual Embeddings for Toponym Resolution, article in ISPRS International Journal of Geo-Information vol. 11 (1), Jan. 2022, MDPI [Article] [DOI Article link] [bibTex] [PDF]

2021

- Jacques Fize and Ludovic Moncla and Bruno Martins, Deep Learning for Toponym Resolution: Geocoding Based on Pairs of Toponyms, article in ISPRS International Journal of Geo-Information vol. 10 (12), to appear on 2021 [DOI Article link] [bibTex]
- João Miguel Cordeiro Monteiro and Bruno Martins and Miguel Costa and João Moura Pires, Geospatial Data Disaggregation through Self-Trained Encoder–Decoder Convolutional Models, article in ISPRS International Journal of Geo-Information. vol. 10 (9), to appear on 2021 [DOI Article link] [bibTex]
- Danielle Caled and Mário J. Silva and Bruno Martins and Miguel Won, Multi-label classification of legislative contents with hierarchical label attention networks, article in International Journal on Digital Libraries vol. 2021, Oct. 2021, Springer [DOI Article link] [bibTex]

International Conferences: 16

2023

- Gonçalo Azevedo Mendes and Bruno Martins, Quantifying Valence and Arousal in Text with Multilingual Pre-trained Transformers, presented at Proceedings of the European Conference on Information Retrieval, to appear on 2023 [bibTex]
- Rita Ramos and Desmond Elliott and Bruno Martins, Retrieval-augmented Image Captioning, presented at Proceedings of the Conference of the European Chapter of the Association for Computational Linguistics, to appear on 2023 [bibTex]
- Rita Ramos and Bruno Martins and Desmond Elliott and Yova Kementchedjhieva, SmallCap: Lightweight Image Captioning Prompted with Retrieval Augmentation, presented at Proceedings of the IEEE/CVF Computer Vision and Pattern Recognition Conference, to appear on 2023 [bibTex]

2022

- João Miguel Cordeiro Monteiro and Bruno Martins and Miguel Costa and João M. Pires, A Co-Training Approach for Spatial Data Disaggregation, presented at Proceedings of the ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, to appear on 2022 [bibTex]
- Gil Rocha and Luís Trigo and Henrique Lopes Cardoso and Rui Sousa-Silva and Paula Carvalho and Bruno Martins and Miguel Won, Annotating Arguments in a Corpus of Opinion Articles, presented at International Conference on Language Resources and Evaluation, to appear on 2022 [bibTex]
- Tiago Manuel Mesquita and Mariana Almeida and Bruno Martins, Dense Template Retrieval for Customer Support, presented at Proceedings of the International Conference on Computational Linguistics, to appear on 2022 [bibTex]
- Gil Rocha and Bernardo Leite and Luís Trigo and Henrique Lopes Cardoso and Rui Sousa-Silva and Paula Carvalho and Bruno Martins and Miguel Won, Predicting Argument Density from Multiple Annotations, presented at International Conference on Applications of Natural Language to Information Systems, to appear on 2022 [bibTex]
- Gonçalo Raposo and Rui Orlando Magalhães Ribeiro and Bruno Martins and Luísa Coheur, Question rewriting? Assessing its importance for conversational question answering, presented at European Conference on Information Retrieval, to appear on 2022 [DOI Article link] [bibTex]
- João Daniel Silva and João Magalhães and Devis Tuia and Bruno Martins, Remote Sensing Visual Question Answering with a Self-Attention Multi-Modal Encoder, presented at Proceedings of the ACM SIGSPATIAL Workshop on Geospatial Artifician Intelligence, to appear on 2022 [bibTex]
- Krzysztof Janowicz and Rui Zhu and Grant McKenzie and Judith Verstegen and Bruno Martins, Six GIScience Ideas That Must Die, presented at Proceedings of the AGILE International Conference on Geographic Information Science, to appear on 2022 [bibTex]
- Marina Georgati and João Miguel Cordeiro Monteiro and Bruno Martins and Carsten Keßler, Spatial Disaggregation of Population Subgroups Leveraging Self-Trained Multi-Output Gradient Boosted Regression Trees, presented at Proceedings of the AGILE International Conference on Geographic Information Science, to appear on 2022 [bibTex]
- João Daniel Silva and Bruno Martins, Towards Natural Language Interfaces for Interacting with Remote Sensing Data, presented at Proceedings of Spatial Data Science Symposium, to appear on 2022 [bibTex]

2021

- Luís Pedro Pires Borges and Bruno Martins and Jamie Callan, Assessing the Benefits of Model Ensembles in Neural Re-ranking for Passage Retrieval, presented at European Conference on IR Research, to appear on 2021 [DOI Article link] [bibTex]
- João Vares Coelho and João Magalhães and Bruno Martins, Improving Neural Models for the Retrieval of Relevant Passages to Geographical Queries, presented at International Conference on Advances in Geographic Information, to appear on 2021 [DOI Article link] [bibTex]
- Rita Moreira Parada Ramos and Bruno Martins, Remote Sensing Image Captioning with Continuous Output Neural Models, presented at International Conference on Advances in Geographic Information Systems, to appear on 2021 [DOI Article link] [bibTex]
- Rita Ramos and Patrícia Pereira and Helena Moniz and Joao P. Carvalho and Bruno Martins, Retrieval Augmentation for Deep Neural Networks, presented at IEEE/INNS International Joint Conference on Neural Networks (IJCNN), Jul. 2021 [bibTex]