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]
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