Search Results for author: Hugo Sousa

Found 5 papers, 3 papers with code

TEI2GO: A Multilingual Approach for Fast Temporal Expression Identification

2 code implementations25 Mar 2024 Hugo Sousa, Ricardo Campos, Alípio Jorge

This corpus comprises a total of $138, 069$ documents (over six languages) with $1, 050, 921$ temporal expressions, the largest open-source annotated dataset for temporal expression identification to date.

Physio: An LLM-Based Physiotherapy Advisor

no code implementations3 Jan 2024 Rúben Almeida, Hugo Sousa, Luís F. Cunha, Nuno Guimarães, Ricardo Campos, Alípio Jorge

The capabilities of the most recent language models have increased the interest in integrating them into real-world applications.

GPT Struct Me: Probing GPT Models on Narrative Entity Extraction

1 code implementation24 Nov 2023 Hugo Sousa, Nuno Guimarães, Alípio Jorge, Ricardo Campos

By studying the strengths and limitations of these models in the context of information extraction, we offer insights that can guide future improvements and avenues to explore in this field.

Attribute

A Biomedical Entity Extraction Pipeline for Oncology Health Records in Portuguese

no code implementations18 Apr 2023 Hugo Sousa, Arian Pasquali, Alípio Jorge, Catarina Sousa Santos, Mário Amorim Lopes

In this paper, we present the approach we developed to extract procedures, drugs, and diseases from oncology health records written in European Portuguese.

Entity Linking

tieval: An Evaluation Framework for Temporal Information Extraction Systems

1 code implementation11 Jan 2023 Hugo Sousa, Alípio Jorge, Ricardo Campos

All in all, these problems have limited the fair comparison between approaches and consequently, the development of temporal extraction systems.

Event Detection Event Extraction +2

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