Gonçalo Emanuel Cavaco Gomes (2A19-7AAE-209A)

Curriculum Vitae

Gonçalo Emanuel Cavaco Gomes

Identification

Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Communication Engineering and Systems

Language	Speaking	Reading	Writing	Listening	Peer-review
Portuguese (Mother tongue)
English	Advanced (C1)	Advanced (C1)	Advanced (C1)	Advanced (C1)

Education

	Degree	Classification
2024/02/14 - 2029/02/14 Ongoing	Engenharia Informática e de Computadores (Doutoramento) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022/09/12 - 2024/01/16 Concluded	Engenharia e Ciência de Dados (Mestrado integrado) Universidade de Lisboa Instituto Superior Técnico, Portugal "Accurate and Well-Calibrated ICD Code Assignment with a Chunk-Based Classifier Attending over Diverse Label Embeddings" (THESIS/DISSERTATION)	16
2018/09/12 - 2021/07/09 Concluded	Engenharia Eletrotécnica e de Computadores (Licenciatura) Universidade de Lisboa Instituto Superior Técnico, Portugal	16

Affiliation

	Category Host institution	Employer
2024/03/12 - Current	Researcher (Research)	Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

	Category Host institution	Employer
2022/04/01 - 2023/11/01	Consultor de Informática (Categorias e Funções Especificas)	BORDER INNOVATION, LDA, Portugal
	Vodafone Portugal Comunicações Pessoais SA, Portugal

Projects

	Designation	Funders
2023 - 2025	CRAI - Center for Responsible AI RRP C645008882-00000055 Researcher Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal	Ongoing

Outputs

Conference paper

Gomes, Gonçalo; Zerva, Chrysoula; Martins, Bruno. "A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of CLIPScore Quality Estimates". Paper presented in Annual Meeting of the Association for Computational Linguistics, Viena, 2025.
Under revision
Gomes, Gonçalo; Zerva, Chrysoula; Martins, Bruno. "Evaluation of Multilingual Image Captioning: How far can we get with CLIP models?". Paper presented in Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, Albuquerque, New Mexico, 2025.
Accepted
Gomes, Gonçalo; Coutinho, Isabel; Martins, Bruno. "Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings". Paper presented in Conference of the European Chapter of the Association for Computational Linguistics, St. Julian, 2024.
Published

Activities

	Presentation title	Event name Host (Event location)
2024/03/18	Accurate and well-calibrated ICD code assignment through attention over diverse label embeddings	18th Conference of the European Chapter of the Association for Computational Linguistics (EACL) Association for Computational Linguistics (St. Julians, Malta)

	Activity description Type of event	Event name Institution / Organization
2024/09/19 - 2024/09/25	Athens NLP 2024 Summer School	Athens NLP 2024 Summer School Ethniko Kentro Ereunas Physikon Epistemon Demokritos, Greece Athens School of Economics and Business, Greece Heriot-Watt University, United Kingdom
2024/07/11 - 2024/07/17	Lisbon Machine Learning School (LxMLS 2024)	Lisbon Machine Learning School Universidade de Lisboa Instituto Superior Técnico, Portugal

Distinctions

2020	Mérito Académico, Engenharia Eletrotécnica e de Computadores Universidade de Lisboa Instituto Superior Técnico, Portugal
2019	Excelência Académica, Engenharia Eletrotécnica e de Computadores Universidade de Lisboa Instituto Superior Técnico, Portugal
2018	Mérito Académico, Engenharia Eletrotécnica e de Computadores Universidade de Lisboa Instituto Superior Técnico, Portugal