Tiago Almeida

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 33

Top Topics

Unstructured Environments

Educational Content

Top Venues

CLEF (Working Notes)

Database J. Biol. Databases Curation

Publications

Tiago Almeida, Sérgio Matos
Towards a Hyperparameter-Free QUBO Formulation for Feature Selection in IR. CLEF (Working Notes) (2024)
Tiago Almeida, Sérgio Matos
Exploring efficient zero-shot synthetic dataset generation for Information Retrieval. EACL (Findings) (2024)
Tiago Almeida, Sérgio Matos
SPARe: Supercharged Lexical Retrievers on GPU with Sparse Kernels. ECIR (3) (2024)
Rezarta Islamaj, Po-Ting Lai, Chih-Hsuan Wei, Ling Luo, Tiago 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
The overview of the BioRED (Biomedical Relation Extraction Dataset) track at BioCreative VIII. Database J. Biol. Databases Curation 2024 (2024)
Richard A. A. Jonker, Tiago Almeida, Sérgio Matos
Analyzing a Decade of Evolution: Trends in Natural Language Processing. DaWaK (2024)
Tiago Almeida, Richard A. A. Jonker, João António Reis, João Rafael Almeida, Sérgio Matos
BIT.UA at BioASQ 12: From Retrieval to Answer Generation. CLEF (Working Notes) (2024)
Tiago Almeida, Richard Adolph Aires Jonker, Rui Antunes, João Rafael Almeida, Sérgio Matos
Towards discovery: an end-to-end system for uncovering novel biomedical relations. Database J. Biol. Databases Curation 2024 (2024)
Richard A. A. Jonker, Tiago Almeida, Sérgio Matos
BIT.UA at MultiCardioNER: Adapting a Multi-head CRF for Cardiology. CLEF (Working Notes) (2024)
Richard A. A. Jonker, Tiago Almeida, Rui Antunes, João Rafael Almeida, Sérgio Matos
Multi-head CRF classifier for biomedical multi-class named entity recognition on Spanish clinical notes. Database J. Biol. Databases Curation 2024 (2024)
Tiago Almeida, Richard Adolph Aires Jonker, Roshan Poudel, Jorge M. Silva, Sérgio Matos
BIT.UA at BioASQ 11B: Two-Stage IR with Synthetic Training and Zero-Shot Answer Generation. CLEF (Working Notes) (2023)
Tiago Almeida, Richard A. A. Jonker, Roshan Poudel, Jorge M. Silva, Sérgio Matos
BIT.UA at MedProcNer: Discovering Medical Procedures in Spanish Using Transformer Models with MCRF and Augmentation. CLEF (Working Notes) (2023)
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 Almeida, Paloma Martínez, Renzo M. Rivera Zavala, Chen-Kai Wang, Hong-Jie Dai, Luis Alberto Robles Hernandez, Graciela Gonzalez-Hernandez
Automatic Extraction of Medication Mentions from Tweets - Overview of the BioCreative VII Shared Task 3 Competition. Database J. Biol. Databases Curation 2023 (2023)
Tiago Almeida, André Pinho, Rodrigo Pereira, Sérgio Matos
Deep Learning solutions based on fixed contextualized embeddings from PubMedBERT on BioASQ 10b and traditional IR in Synergy. CLEF (Working Notes) (2022)
Tiago Almeida, Vasco M. Manquinho
Constraint-based electoral districting using a new compactness measure: An application to Portugal. Comput. Oper. Res. 146 (2022)
Tiago Almeida, Rui Antunes, João Figueira Silva, João Rafael Almeida, Sérgio Matos
Chemical identification and indexing in PubMed full-text articles using deep learning and heuristics. Database J. Biol. Databases Curation 2022 (2022) (2022)
Tiago Almeida, Sérgio Matos
Benchmarking a transformer-FREE model for ad-hoc retrieval. EACL (2021)
Tiago Almeida, Vítor Santos, Óscar Martínez Mozos, Bernardo Lourenço
Comparative Analysis of Deep Neural Networks for the Detection and Decoding of Data Matrix Landmarks in Cluttered Indoor Environments. J. Intell. Robotic Syst. 103 (1) (2021)
Tiago Almeida, Sérgio Matos
BioASQ Synergy: A strong and simple baseline rooted in relevance feedback. CLEF (Working Notes) (2021)
Tiago Almeida, Sérgio Matos
Universal Passage Weighting Mecanism (UPWM) in BioASQ 9b. CLEF (Working Notes) (2021)
Saad Khan, Jesse Hamer, Tiago Almeida
Generate: A NLG system for educational content creation. EDM (2021)
Saad Khan, Joshua Rosaler, Jesse Hamer, Tiago Almeida
Catalog: An educational content tagging system. EDM (2021)
Tiago Almeida, Sérgio Matos
Calling Attention to Passages for Biomedical Question Answering. ECIR (2) (2020)
Tiago Almeida, Sérgio Matos
BIT.UA at BioASQ 8: Lightweight Neural Document Ranking with Zero-shot Snippet Retrieval. CLEF (Working Notes) (2020)
Bernardo Lourenço, Vítor M. F. Santos, Miguel Oliveira, Tiago Almeida
Performance Analysis on Deep Learning Semantic Segmentation with multivariate Training Procedures. ICARSC (2020)
Tiago Almeida, Sérgio Matos
Frugal neural reranking: evaluation on the Covid-19 literature. NLP4COVID@EMNLP (2020)
Tiago Almeida, Bernardo Lourenço, Vítor M. F. Santos
Road detection based on simultaneous deep learning approaches. Robotics Auton. Syst. 133 (2020)
Tiago Almeida, Sérgio Matos
2020 Deep Learning Track. TREC (2020)
Tiago Almeida, Sérgio Matos
BIT.UA@TREC 2020 Precision Medicine Track. TREC (2020)
Tiago Almeida, Vítor M. F. Santos, Bernardo Lourenço, Pedro Fonseca
Detection of Data Matrix Encoded Landmarks in Unstructured Environments using Deep Learning. ICARSC (2020)
Pedro Gusmão, Tiago Almeida, Francisco Lopes, Yuriy Muryn, José Martins, Manuel Au-Yong-Oliveira
Microtransactions in the Company's and the Player's Perspective: A Manual and Automatic Analysis. WorldCIST (3) (2019)
Tiago Almeida, Vítor M. F. Santos, Bernardo Lourenço
Scalable ROS-Based Architecture to Merge Multi-source Lane Detection Algorithms. ROBOT (1) (2019)
Tiago Almeida, João M. Pereira, João Jorge
Evaluation of Antialiasing Techniques on Mobile Devices. ICGI (2019)
Tiago Almeida, Lucas Guardalben, Susana Sargento
A quality-aware delay-tolerant approach for navy communications. ISCC (2016)
Tiago Almeida, Hugo Sereno Ferreira, Tiago Boldt Sousa
A Collaborative Expandable Framework for Software End-Users and Programmers. CDVE (2012)
Tiago Almeida, Leonor Teixeira, Carlos Ferreira
Enterprise Resource Planning System in a Multinational Enterprise: Users' Attitude Post Implementation. CENTERIS (2) (2010)