Overview of the CLEF eHealth evaluation lab 2021

H Suominen, L Goeuriot, L Kelly, LA Alemany… - Experimental IR Meets …, 2021 - Springer
In this paper, we provide an overview of the ninth annual edition of the CLEF eHealth
evaluation lab. CLEF eHealth 2021 continues our evaluation resource building efforts …

A passage retrieval transformer-based re-ranking model for truthful consumer health search

R Upadhyay, G Pasi, M Viviani - Joint European Conference on Machine …, 2023 - Springer
Searching for online information is nowadays a critical task in a scenario characterized by
information overload and misinformation. To address these issues, it is necessary to provide …

Report on the 2nd workshop on reducing online misinformation through credible information retrieval (romcir 2022) at ecir 2022

M Petrocchi, M Viviani - ACM SIGIR Forum, 2023 - dl.acm.org
The 2022 Workshop on Reducing Online Misinformation through Credible Information
Retrieval (ROMCIR 2022), at its Second Edition as part of the Satellite Events of the 44th …

[HTML][HTML] Users evaluation of a Spanish eHealth pediatric website

BJ Nievas-Soriano, S García-Duarte… - Computer Methods and …, 2021 - Elsevier
Abstract Background Parents use the Internet to take decisions about their children's health,
but few resources have focused on eHealth technology evaluations from their point of view …

A multi-BERT hybrid system for Named Entity Recognition in Spanish radiology reports

V Suárez-Paniagua, H Dong… - 2021 Working Notes of …, 2021 - research.ed.ac.uk
The present work describes the proposed methods by the EdIE-KnowLab team in
Information Extraction Task of CLEF eHealth 2021, SpRadIE Task 1. This task focuses on …

Summary in action: A trade-off between effectiveness and efficiency in multidimensional relevance estimation

S Banerjee, R Upadhyay, G Pasi… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
In domain-specific search, effectiveness depends on considering multiple dimensions of
relevance, beyond topicality, related to the domain involved. Estimating additional relevance …

[HTML][HTML] Improving Consumer Health Search with Field-Level Learning-to-Rank Techniques

H Yang, T Gonçalves - Information, 2024 - mdpi.com
In the area of consumer health search (CHS), there is an increasing concern about returning
topically relevant and understandable health information to the user. Besides being used to …

Responsible AI in healthcare

F Cabitza, D Ciucci, G Pasi, M Viviani - arXiv preprint arXiv:2203.03616, 2022 - arxiv.org
This article discusses open problems, implemented solutions, and future research in the
area of responsible AI in healthcare. In particular, we illustrate two main research themes …

Enhancing Documents with Multidimensional Relevance Statements in Cross-encoder Re-ranking

R Upadhyay, A Askari, G Pasi, M Viviani - arXiv preprint arXiv:2306.10979, 2023 - arxiv.org
In this paper, we propose a novel approach to consider multiple dimensions of relevance
beyond topicality in cross-encoder re-ranking. On the one hand, current multidimensional …

[PDF][PDF] FLERT-Matcher: A Two-Step Approach for Clinical Named Entity Recognition and Normalization.

M Rojas, J Barros, M Araneda, J Dunstan - IberLEF@ SEPLN, 2022 - ceur-ws.org
In recent years, the appearance of pre-trained language models has boosted the
performance of several Natural Language Processing (NLP) models, achieving state of the …