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Enabling Early Health Care Intervention by Detecting Depression in Users of Web-Based Forums using Language Models: Longitudinal Analysis and Evaluation
Background: Major depressive disorder is a common mental disorder affecting 5% of adults worldwide. Early contact with health care …
David Owen, Dimosthenis Antypas, Athanasios Hassoulas, Antonio Pardiñas, Luis Espinosa-Anke, Jose Camacho-Collados
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Negativity spreads faster: A large-scale multilingual twitter analysis on the role of sentiment in political communication
Dimosthenis Antypas, Alun Preece, Jose Camacho-Collados
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LMMS reloaded: Transformer-based sense embeddings for disambiguation and beyond
Daniel Loureiro, Alı́pio Mário Jorge, Jose Camacho-Collados
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Analysis and Evaluation of Language Models for Word Sense Disambiguation
Abstract Transformer-based language models have taken many fields in NLP by storm. BERT and its derivatives dominate most of the …
Daniel Loureiro, Kiamehr Rezaee, Mohammad Taher Pilehvar, Jose Camacho-Collados
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