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Publications of Ananiadou, S.
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2023
| , , , and , PHQ-aware depressive symptoms identification with similarity contrastive learning on social media (2023), in: Information Processing & Management, 60:5(103417) |
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| , , and , Rethinking large language models in mental health applications, arXiv, 2023 |
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| , and , Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media, in: Proceedings of BioNLP 2023, pages 114–126, 2023 |
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| , and , Span-based Named Entity Recognition by Generating and Compressing Information, in: Proceedings of EACL 2023, pages 1984–1996, 2023 |
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| , , , , and , Towards Interpretable Mental Health Analysis with Large Language Models, in: Proceedings of EMNLP 2023, pages 6056–6077, 2023 |
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| , and , Zero-shot Temporal Relation Extraction with ChatGPT, in: Proceedings of BioNLP 2023, pages 92–102, 2023 |
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2022
| , and , A comparative geolocation and text mining analysis of emotions and topics during the COVID-19 Pandemic in the UK (2022), in: Journal of Medical Internet Research |
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| , and , A Mental State Knowledge-Aware and Contrastive Network for Early Stress and Depression Detection on Social Media (2022), in: Information Processing and Management, 59:4(102961) |
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| , , and , A Narrative Literature Review of Natural Language Processing Applied to the Occupational Exposome (2022), in: Int. J. Environ. Res. Public Health, 19:14(8544) |
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| , and , BioVAE: a pre-trained latent variable language model for biomedical text mining (2022), 38:3(872-874) |
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| , , , and , Classifying suicide-related content and emotions on Twitter using Graph Convolutional Neural Networks (2022), in: IEEE Transactions on Affective Computing(1-12) |
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| , , , , and , Comparing neural models for nested and overlapping biomedical event detection (2022), in: BMC Bioinformatics, 23(211) |
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| , , , , , and , Divide-and-Conquer: Post-User Interaction Network for Fake News Detection on Social Media, in: Proceedings of The Web Conference 2022, pages 1148–1158, 2022 |
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| and , Emotion-aware and Intent-controlled Empathetic Response Generation using Hierarchical Transformer Network, in: Proceedings of IJCNN at 2022 IEEE World Congress on Computational Intelligence, pages 1-8, 2022 |
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| , and , Emotions and Topics Expressed on Twitter During the COVID-19 Pandemic in the United Kingdom: Comparative Geolocation and Text Mining Analysis (2022), in: Journal of Medical Internet Research, 24:10(e40323) |
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| and , Examining and mitigating gender bias in text emotion detection task (2022), in: Neurocomputing, 493(422-434) |
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| , and , GenCompareSum: a hybrid unsupervised summarization method using salience, in: Proceedings of BioNLP 2022, pages 220–240, 2022 |
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| , , and , GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization, in: Proceedings of COLING, pages 6259–6269, 2022 |
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| , , and , Incorporating Zoning Information into Argument Mining from Biomedical Literature, in: Proceedings of LREC 2022, pages 6162-6169, 2022 |
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| , , , and , Knowledge Graph Enrichment of a Semantic Search System for Construction Safety, in: Intelligent Systems and Applications. IntelliSys 2022., pages 33-52, Springer, Cham, 2022 |
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| , , and , Learning Disentangled Representations of Negation and Uncertainty, in: Proceedings of ACL 2022, pages 8380–8397, 2022 |
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| , and , Named Entity Recognition for Cancer Immunology Research Using Distant Supervision, in: Proceedings of BioNLP 2022, pages 171-177, 2022 |
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| , and , Natural Language Processing Applied to Mental Illness Detection: A Narrative Review (2022), in: n p j Digital Medicine, 5(46) |
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| , , , , , , , and , Neighbour Interaction based Click-Through Rate Prediction via Graph-masked Transformer, in: Proceedings of SIGIR 2022, pages 353-362, 2022 |
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| and , Neural Architectures for Aggregating Sequence Labels from Multiple Annotators (2022), in: Neurocomputing |
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