Tiago Melo Almeida

28 papers A 1B 2Journal 6Unranked 19
YearRankTypeTitle / Venue / Authors
2025 — conf
A Framework for Fine-Grained Complexity Control in Health Answer Generation.
ACL (4)
Daniel Jorge Bernardo Ferreira, Tiago Melo Almeida, Sérgio Matos
2025 — conf
BIT.UA at BioASQ 13B: Revisiting Evaluation, DPRF-Enhanced Retrieval and Fine-Tuned LLMs.
CLEF (Working Notes)
Richard A. A. Jonker, Tiago Melo Almeida, João Rafael Almeida, Sérgio Matos
2024 — conf
A Chatbot-Like Platform to Enhance the Discovery of OMOP CDM Databases.
MIE
João A. Reis, João Rafael Almeida, Tiago Melo Almeida, José Luís Oliveira
2024 B conf
Analyzing a Decade of Evolution: Trends in Natural Language Processing.
DaWaK
Richard A. A. Jonker, Tiago Melo Almeida, Sérgio Matos
2024 — conf
BIT.UA at BioASQ 12: From Retrieval to Answer Generation.
CLEF (Working Notes)
Tiago Melo Almeida, Richard A. A. Jonker, João António Reis, João Rafael Almeida, Sérgio Matos
2024 — conf
BIT.UA at MultiCardioNER: Adapting a Multi-head CRF for Cardiology.
CLEF (Working Notes)
Richard A. A. Jonker, Tiago Melo Almeida, Sérgio Matos
2024 J jnl
Diving Into AutoML in Medical Imaging: Solution for Non-ML Practitioners.
IEEE Access
Ana Rodrigues, Tiago Melo Almeida, Luís Bastião Silva, Carlos Costa
2024 — conf
Exploring efficient zero-shot synthetic dataset generation for Information Retrieval.
EACL (Findings)
Tiago Melo Almeida, Sérgio Matos
2024 B conf
HealthDBFinder: a question-answering task for health database discovery.
CBMS
João Rafael Almeida, Jorge Miguel Silva, Luís Carlos Afonso, Tiago Melo Almeida, Rui Antunes, Richard A. A. Jonker, João António Reis, Dimitri Alexandre da Silva, Sérgio Matos, José Luís Oliveira
2024 J jnl
Multi-head CRF classifier for biomedical multi-class named entity recognition on Spanish clinical notes.
Database J. Biol. Databases Curation
Richard A. A. Jonker, Tiago Melo Almeida, Rui Antunes, João Rafael Almeida, Sérgio Matos
2024 — conf
SPARe: Supercharged Lexical Retrievers on GPU with Sparse Kernels.
ECIR (3)
Tiago Melo Almeida, Sérgio Matos
2024 J jnl
The overview of the BioRED (Biomedical Relation Extraction Dataset) track at BioCreative VIII.
Database J. Biol. Databases Curation
Rezarta Islamaj, Po-Ting Lai, Chih-Hsuan Wei, Ling Luo, Tiago Melo Almeida, Richard A. A. Jonker, Sofia I. R. Conceição, Diana F. Sousa, Cong-Phuoc Phan, Jung-Hsien Chiang, Jiru Li, Dinghao Pan, Wilailack Meesawad, Richard Tzong-Han Tsai, M. Janina Sarol, Gibong Hong, Airat Valiev, Elena Tutubalina, Shao-Man Lee, Yi-Yu Hsu, Mingjie Li, Karin Verspoor, Zhiyong Lu
2024 — conf
Towards a Hyperparameter-Free QUBO Formulation for Feature Selection in IR.
CLEF (Working Notes)
Tiago Melo Almeida, Sérgio Matos
2024 J jnl
Towards discovery: an end-to-end system for uncovering novel biomedical relations.
Database J. Biol. Databases Curation
Tiago Melo Almeida, Richard Adolph Aires Jonker, Rui Antunes, João Rafael Almeida, Sérgio Matos
2023 J jnl
Automatic Extraction of Medication Mentions from Tweets - Overview of the BioCreative VII Shared Task 3 Competition.
Database J. Biol. Databases Curation
Davy Weissenbacher, Karen O'Connor, Siddharth Rawal, Yu Zhang, Richard Tzong-Han Tsai, Timothy Miller, Dongfang Xu, Carol Anderson, Bo Liu, Qing Han, Jinfeng Zhang, Igor Kulev, Berkay Köprü, Raul Rodriguez-Esteban, Elif Ozkirimli, Ammer Ayach, Roland Roller, Stephen R. Piccolo, Peijin Han, V. G. Vinod Vydiswaran, Ramya Tekumalla, Juan M. Banda, Parsa Bagherzadeh, Sabine Bergler, João Figueira Silva, Tiago Melo Almeida, Paloma Martínez, Renzo M. Rivera Zavala, Chen-Kai Wang, Hong-Jie Dai, Luis Alberto Robles Hernandez, Graciela Gonzalez-Hernandez
2023 — conf
BIT.UA at BioASQ 11B: Two-Stage IR with Synthetic Training and Zero-Shot Answer Generation.
CLEF (Working Notes)
Tiago Melo Almeida, Richard Adolph Aires Jonker, Roshan Poudel, Jorge Miguel Silva, Sérgio Matos
2023 — conf
BIT.UA at MedProcNer: Discovering Medical Procedures in Spanish Using Transformer Models with MCRF and Augmentation.
CLEF (Working Notes)
Tiago Melo Almeida, Richard Adolph Aires Jonker, Roshan Poudel, Jorge Miguel Silva, Sérgio Matos
2022 J jnl
Chemical identification and indexing in PubMed full-text articles using deep learning and heuristics.
Database J. Biol. Databases Curation
Tiago Melo Almeida, Rui Antunes, João Figueira Silva, João Rafael Almeida, Sérgio Matos
2022 — conf
Deep Learning solutions based on fixed contextualized embeddings from PubMedBERT on BioASQ 10b and traditional IR in Synergy.
CLEF (Working Notes)
Tiago Melo Almeida, André Pinho, Rodrigo Pereira, Sérgio Matos
2021 A conf
Benchmarking a transformer-FREE model for ad-hoc retrieval.
EACL
Tiago Melo Almeida, Sérgio Matos
2021 — conf
BioASQ Synergy: A strong and simple baseline rooted in relevance feedback.
CLEF (Working Notes)
Tiago Melo Almeida, Sérgio Matos
2021 — conf
Universal Passage Weighting Mecanism (UPWM) in BioASQ 9b.
CLEF (Working Notes)
Tiago Melo Almeida, Sérgio Matos
2020 — conf
2020 Deep Learning Track.
TREC
Tiago Melo Almeida, Sérgio Matos
2020 — conf
BIT.UA at BioASQ 8: Lightweight Neural Document Ranking with Zero-shot Snippet Retrieval.
CLEF (Working Notes)
Tiago Melo Almeida, Sérgio Matos
2020 — conf
BIT.UA@TREC 2020 Precision Medicine Track.
TREC
Tiago Melo Almeida, Sérgio Matos
2020 — conf
Calling Attention to Passages for Biomedical Question Answering.
ECIR (2)
Tiago Melo Almeida, Sérgio Matos
2020 — conf
Frugal neural reranking: evaluation on the Covid-19 literature.
NLP4COVID@EMNLP
Tiago Melo Almeida, Sérgio Matos
2019 — conf
Microtransactions in the Company's and the Player's Perspective: A Manual and Automatic Analysis.
WorldCIST (3)
Pedro Gusmão, Tiago Melo Almeida, Francisco Lopes, Yuriy Muryn, José Martins, Manuel Au-Yong-Oliveira