Alle Publicaties gesorteerd op nieuwheid
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PHQ-aware depressive symptoms identification with similarity contrastive learning on social media (2023), in: Information Processing & Management, 60:5(103417) | , , , en ,
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A Benchmark for Neural Readability Assessment of Texts in Spanish, in: Proceedings of the Workshop on Text Simplification, Accessibility, and Readability (TSAR-2022), pagina's 188–198, 2022 | , , en ,
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Contextualized Medication Event Extraction with Levitated Markers (2023), in: Journal of Biomedical Informatics(104347) | , , , en ,
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GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization, in: Proceedings of COLING, pagina's 6259–6269, 2022 | , , en ,
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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) | , en ,
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Readability Controllable Biomedical Document Summarization, in: Findings of the Association for Computational Linguistics: EMNLP 2022, pagina's 4667–4680, 2022 | , en ,
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A Novel Automated Approach to Mutation-Cancer Relation Extraction by Incorporating Heterogeneous Knowledge (2023), in: IEEE Journal of Biomedical and Health Informatics, 27:2(1096 - 1105) | , , , en ,
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Classifying suicide-related content and emotions on Twitter using Graph Convolutional Neural Networks (2022), in: IEEE Transactions on Affective Computing(1-12) | , , , en ,
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UoM&MMU at TSAR-2022 Shared Task: Prompt Learning for Lexical Simplification, in: Proceedings of the Workshop on Text Simplification, Accessibility, and Readability (TSAR-2022), pagina's 218-224, 2022 | , , en ,
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CitationSum: Citation-aware Graph Contrastive Learning for Scientific Paper Summarization, in: Proceedings of the ACM Web Conference, pagina's 1843–1852, 2023 | , en ,
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Span-based Named Entity Recognition by Generating and Compressing Information, in: Proceedings of EACL 2023, pagina's 1984–1996, 2023 | , en ,
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Emotion fusion for mental illness detection from social media: A survey (2023), in: Information Fusion, 92(231-246) | , , en ,
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Cluster-Level Contrastive Learning for Emotion Recognition in Conversations (2023), in: IEEE Transactions on Affective Computing(1-12) | , , en ,
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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 | , en ,
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EPICURE: Ensemble Pretrained Models for Extracting Cancer Mutations from Literature, in: Proceedings of IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS), pagina's 461-467, 2021 | , , , en ,
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Automatic identification of suicide notes with a transformer-based deep learning model (2021), in: Internet Interventions(100422) | , en ,
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A term-based and citation network-based search system for COVID-19 (2021), in: JAMIA Open, 4:4(ooab104) | , , , en ,
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NERO: a biomedical named-entity (recognition) ontology with a large, annotated corpus reveals meaningful associations through text embedding (2021), in: npj systems biology and applications, 7(38) | , , , , , , , , , , , , , , , , , , , , , , , en ,
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A Deep Learning Approach to Refine the Identification of High-Quality Clinical Research Articles From the Biomedical Literature: Protocol for Algorithm Development and Validation (2021), in: JMIR Research Protocols, 10:11(e29398) | , , , , , , , en ,
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BioVAE: a pre-trained latent variable language model for biomedical text mining (2022), 38:3(872-874) | , en ,
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Neural Architectures for Aggregating Sequence Labels from Multiple Annotators (2022), in: Neurocomputing | en ,
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Pre-trained language models with domain knowledge for biomedical extractive summarization (2022), in: Knowledge-Based Systems, 252(109460) | , , en ,
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Comparing neural models for nested and overlapping biomedical event detection (2022), in: BMC Bioinformatics, 23(211) | , , , , en ,
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A Narrative Literature Review of Natural Language Processing Applied to the Occupational Exposome (2022), in: Int. J. Environ. Res. Public Health, 19:14(8544) | , , en ,
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