Tiago Melo Almeida

2025

dblp
BIT.UA at BioASQ 13B: Revisiting Evaluation, DPRF-Enhanced Retrieval and Fine-Tuned LLMs.
Richard A. A. Jonker|Tiago Melo Almeida|João Rafael Almeida|Sérgio Matos
Working Notes of the Conference and Labs of the Evaluation Forum, CLEF 2025, Madrid, Spain, 9-12 September 2025.

2024

dblp
BIT.UA at BioASQ 12: From Retrieval to Answer Generation.
Tiago Melo Almeida|Richard A. A. Jonker|João António Reis|João Rafael Almeida|Sérgio Matos
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024.
dblp
Towards a Hyperparameter-Free QUBO Formulation for Feature Selection in IR.
Tiago Melo Almeida|Sérgio Matos
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024.
dblp
BIT.UA at MultiCardioNER: Adapting a Multi-head CRF for Cardiology.
Richard A. A. Jonker|Tiago Melo Almeida|Sérgio Matos
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024.
doi dblp
SPARe: Supercharged Lexical Retrievers on GPU with Sparse Kernels.
Tiago Melo Almeida|Sérgio Matos
Advances in Information Retrieval - 46th European Conference on Information Retrieval, ECIR 2024, Glasgow, UK, March 24-28, 2024, Proceedings, Part III

2023

dblp
BIT.UA at BioASQ 11B: Two-Stage IR with Synthetic Training and Zero-Shot Answer Generation.
Tiago Melo Almeida|Richard Adolph Aires Jonker|Roshan Poudel|Jorge Miguel Silva|Sérgio Matos
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023.
dblp
BIT.UA at MedProcNer: Discovering Medical Procedures in Spanish Using Transformer Models with MCRF and Augmentation.
Tiago Melo Almeida|Richard Adolph Aires Jonker|Roshan Poudel|Jorge Miguel Silva|Sérgio Matos
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), Thessaloniki, Greece, September 18th to 21st, 2023.

2022

dblp
Deep Learning solutions based on fixed contextualized embeddings from PubMedBERT on BioASQ 10b and traditional IR in Synergy.
Tiago Melo Almeida|André Pinho|Rodrigo Pereira|Sérgio Matos
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022.

2021

dblp
BioASQ Synergy: A strong and simple baseline rooted in relevance feedback.
Tiago Melo Almeida|Sérgio Matos
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021.
dblp
Universal Passage Weighting Mecanism (UPWM) in BioASQ 9b.
Tiago Melo Almeida|Sérgio Matos
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021.

2020

dblp
BIT.UA at BioASQ 8: Lightweight Neural Document Ranking with Zero-shot Snippet Retrieval.
Tiago Melo Almeida|Sérgio Matos
Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Thessaloniki, Greece, September 22-25, 2020.
doi dblp
Calling Attention to Passages for Biomedical Question Answering.
Tiago Melo Almeida|Sérgio Matos
Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part II
dblp
2020 Deep Learning Track.
Tiago Melo Almeida|Sérgio Matos
Proceedings of the Twenty-Ninth Text REtrieval Conference, TREC 2020, Virtual Event [Gaithersburg, Maryland, USA], November 16-20, 2020.
dblp
BIT.UA@TREC 2020 Precision Medicine Track.
Tiago Melo Almeida|Sérgio Matos
Proceedings of the Twenty-Ninth Text REtrieval Conference, TREC 2020, Virtual Event [Gaithersburg, Maryland, USA], November 16-20, 2020.