Perspectivist approaches to natural language processing: a survey

S Frenda, G Abercrombie, V Basile, A Pedrani… - Language Resources …, 2024 - Springer
Abstract In Artificial Intelligence research, perspectivism is an approach to machine learning
that aims at leveraging data annotated by different individuals in order to model varied …

Text data augmentations: Permutation, antonyms and negation

G Haralabopoulos, MT Torres… - Expert Systems with …, 2021 - Elsevier
Text has traditionally been used to train automated classifiers for a multitude of purposes,
such as: classification, topic modelling and sentiment analysis. State-of-the-art LSTM …

“There Is No (Where a) Face Like Home”: Recognition and Appraisal Responses to Masked Facial Dialects of Emotion in Four Different National Cultures

M Tsikandilakis, Z Yu, L Kausel, G Boncompte… - …, 2021 - journals.sagepub.com
The theory of universal emotions suggests that certain emotions such as fear, anger, disgust,
sadness, surprise and happiness can be encountered cross-culturally. These emotions are …

Learning emotional dialects: A British population study of cross-cultural communication

M Tsikandilakis, P Bali, RC Lanfranco, L Kausel… - …, 2023 - journals.sagepub.com
The aim of the current research was to explore whether we can improve the recognition of
cross-cultural freely-expressed emotional faces in British participants. We tested several …

Rethinking Emotion Annotations in the Era of Large Language Models

M Niu, Y El-Tawil, A Romana, EM Provost - ar** Applications
M Tsikandilakis, P Bali, PA Mével, C Madan, J Derrfuss… - 2022 - osf.io
Unbiased individual unconsciousness is a methodology that employs non-parametric
receiver operating characteristics and Bayesian analyses to provide estimations for …

Privacy-preserving text labelling through crowdsourcing

G Haralabopoulos, MT Torres… - … Conference on Artificial …, 2021 - Springer
The extensive use of online social media has highlighted the importance of privacy in the
digital space. As more scientists analyse the data created in these platforms, privacy …