Tiago Melo Almeida

According to our database, Tiago Melo Almeida authored at least 25 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Multi-head CRF classifier for biomedical multi-class named entity recognition on Spanish clinical notes.

Richard A. A. Jonker, Tiago Melo Almeida, Rui Antunes, João Rafael Almeida, Sérgio Matos

Database J. Biol. Databases Curation, January, 2024

The overview of the BioRED (Biomedical Relation Extraction Dataset) track at BioCreative VIII.

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

Database J. Biol. Databases Curation, January, 2024

Towards discovery: an end-to-end system for uncovering novel biomedical relations.

Tiago Melo Almeida, Richard Adolph Aires Jonker, Rui Antunes, João Rafael Almeida, Sérgio Matos

Database J. Biol. Databases Curation, January, 2024

Diving Into AutoML in Medical Imaging: Solution for Non-ML Practitioners.

Ana Rodrigues, Tiago Melo Almeida, Luís Bastião Silva, Carlos Costa

IEEE Access, 2024

SPARe: Supercharged Lexical Retrievers on GPU with Sparse Kernels.

Tiago Melo Almeida, Sérgio Matos

Proceedings of the Advances in Information Retrieval, 2024

Exploring efficient zero-shot synthetic dataset generation for Information Retrieval.

Tiago Melo Almeida, Sérgio Matos

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Analyzing a Decade of Evolution: Trends in Natural Language Processing.

Richard A. A. Jonker, Tiago Melo Almeida, Sérgio Matos

Proceedings of the Big Data Analytics and Knowledge Discovery, 2024

BIT.UA at MultiCardioNER: Adapting a Multi-head CRF for Cardiology.

Richard A. A. Jonker, Tiago Melo Almeida, Sérgio Matos

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

Towards a Hyperparameter-Free QUBO Formulation for Feature Selection in IR.

Tiago Melo Almeida, Sérgio Matos

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

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

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

HealthDBFinder: a question-answering task for health database discovery.

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

Proceedings of the 37th IEEE International Symposium on Computer-Based Medical Systems, 2024

2023

Automatic Extraction of Medication Mentions from Tweets - Overview of the BioCreative VII Shared Task 3 Competition.

Davy Weissenbacher, Karen O'Connor, Siddharth Rawal, Yu Zhang, Richard Tzong-Han Tsai, Timothy A. 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

Database J. Biol. Databases Curation, February, 2023

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

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

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

Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022

Chemical identification and indexing in PubMed full-text articles using deep learning and heuristics.

Tiago Melo Almeida, Rui Antunes, João Figueira Silva, João Rafael Almeida, Sérgio Matos

Database J. Biol. Databases Curation, 2022

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, 2022

2021

Benchmarking a transformer-FREE model for ad-hoc retrieval.

Tiago Melo Almeida, Sérgio Matos

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

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, 2021

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, 2021

2020

BIT.UA@TREC 2020 Precision Medicine Track.

Tiago Melo Almeida, Sérgio Matos

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

2020 Deep Learning Track.

Tiago Melo Almeida, Sérgio Matos

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Frugal neural reranking: evaluation on the Covid-19 literature.

Tiago Melo Almeida, Sérgio Matos

Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

Calling Attention to Passages for Biomedical Question Answering.

Tiago Melo Almeida, Sérgio Matos

Proceedings of the Advances in Information Retrieval, 2020

BIT.UA at BioASQ 8: Lightweight Neural Document Ranking with Zero-shot Snippet Retrieval.

Tiago Melo Almeida, Sérgio Matos

Proceedings of the Working Notes of CLEF 2020, 2020

2019

Microtransactions in the Company's and the Player's Perspective: A Manual and Automatic Analysis.

Pedro Gusmão, Tiago Melo Almeida, Francisco Lopes, Yuriy Muryn, José Martins, Manuel Au-Yong-Oliveira

Proceedings of the New Knowledge in Information Systems and Technologies - Volume 3, 2019