Publications
Filter Publications: 2021 - 2023
Articles
International Journal Articles: 7
2023
- , 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
- , 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]
- , 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]
- , Using Neural Encoder-Decoder Models with Continuous Outputs for Remote Sensing Image Captioning, article in IEEE Access, Jan. 2022, IEEE [bibTex] [PDF]
2021
- , 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]
- , 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]
- , 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
- , 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]
- , 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]
- , 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
- , 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]
- , Annotating Arguments in a Corpus of Opinion Articles, presented at International Conference on Language Resources and Evaluation, to appear on 2022 [bibTex]
- , Dense Template Retrieval for Customer Support, presented at Proceedings of the International Conference on Computational Linguistics, to appear on 2022 [bibTex]
- , Predicting Argument Density from Multiple Annotations, presented at International Conference on Applications of Natural Language to Information Systems, to appear on 2022 [bibTex]
- , Question rewriting? Assessing its importance for conversational question answering, presented at European Conference on Information Retrieval, to appear on 2022 [DOI Article link] [bibTex]
- , 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]
- , Six GIScience Ideas That Must Die, presented at Proceedings of the AGILE International Conference on Geographic Information Science, to appear on 2022 [bibTex]
- , 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]
- , Towards Natural Language Interfaces for Interacting with Remote Sensing Data, presented at Proceedings of Spatial Data Science Symposium, to appear on 2022 [bibTex]
2021
- , 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]
- , 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]
- , 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]
- , Retrieval Augmentation for Deep Neural Networks, presented at IEEE/INNS International Joint Conference on Neural Networks (IJCNN), Jul. 2021 [bibTex]