AIMC Topic: Multilingualism

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Exploring Zero-Shot Cross-Lingual Biomedical Concept Normalization via Large Language Models.

Studies in health technology and informatics May 15, 2025
Over the past few years, discriminative and generative large language models (LLMs) have emerged as the predominant approaches in natural language processing. However, despite significant advancements, there remains a gap in comparing the performance...
Natural Language Processing Multilingualism Large Language Models Humans
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The relationship between mindfulness and second language resilience among Chinese English majors: the mediating role of academic hope.

BMC psychology May 10, 2025
BACKGROUND: In light of the heightened expectations surrounding the development of foreign language professionals in the age of artificial intelligence and the pursuit of academic excellence in Asian culture, Chinese English majors are faced with tre...
Multilingualism Hope East Asian People Male Young Adult China Mindfulness Humans Students Adult Resilience, Psychological Female
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Using articulatory feature detectors in progressive networks for multilingual low-resource phone recognitiona).

The Journal of the Acoustical Society of America Nov 1, 2024
Systems inspired by progressive neural networks, transferring information from end-to-end articulatory feature detectors to similarly structured phone recognizers, are described. These networks, connecting the corresponding recurrent layers of pre-tr...
Speech Acoustics Multilingualism Speech Recognition Software Neural Networks, Computer Phonetics Language Speech Production Measurement Humans
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Taiyi: a bilingual fine-tuned large language model for diverse biomedical tasks.

Journal of the American Medical Informatics Association : JAMIA Sep 1, 2024
OBJECTIVE: Most existing fine-tuned biomedical large language models (LLMs) focus on enhancing performance in monolingual biomedical question answering and conversation tasks. To investigate the effectiveness of the fine-tuned LLMs on diverse biomedi...
Data Mining Multilingualism Language Natural Language Processing Humans
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Recognition and normalization of multilingual symptom entities using in-domain-adapted BERT models and classification layers.

Database : the journal of biological databases and curation Aug 28, 2024
Due to the scarcity of available annotations in the biomedical domain, clinical natural language processing poses a substantial challenge, especially when applied to low-resource languages. This paper presents our contributions for the detection and ...
Humans Natural Language Processing Multilingualism
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First 'bilingual' brain-reading device decodes Spanish and English words.

Nature May 1, 2024
Speech England Brain Male Multilingualism Prostheses and Implants Spain Humans Artificial Intelligence
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A transformer architecture based on BERT and 2D convolutional neural network to identify DNA enhancers from sequence information.

Briefings in bioinformatics Sep 2, 2021
Recently, language representation models have drawn a lot of attention in the natural language processing field due to their remarkable results. Among them, bidirectional encoder representations from transformers (BERT) has proven to be a simple, yet...
Transcription, Genetic Multilingualism Enhancer Elements, Genetic Data Accuracy Semantics DNA Models, Biological Computer Simulation Sensitivity and Specificity Computational Biology Natural Language Processing Deep Learning Humans
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Transfer Learning for Classifying Spanish and English Text by Clinical Specialties.

Studies in health technology and informatics May 27, 2021
Transfer learning has demonstrated its potential in natural language processing tasks, where models have been pre-trained on large corpora and then tuned to specific tasks. We applied pre-trained transfer models to a Spanish biomedical document class...
Machine Learning Language Multilingualism Learning Natural Language Processing
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A Semi-Automated Approach for Multilingual Terminology Matching: Mapping the French Version of the ICD-10 to the ICD-10 CM.

Studies in health technology and informatics Jun 16, 2020
The aim of this study was to develop a simple method to map the French International Statistical Classification of Diseases and Related Health Problems, 10th revision (ICD-10) with the International Classification of Diseases, 10th Revision, Clinical...
International Classification of Diseases Unified Medical Language System Multilingualism Language Natural Language Processing
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L2TOR: Second-Language Tutoring Using Social Robots.

Cyberpsychology, behavior and social networking Oct 1, 2019
Interpersonal Relations Learning Teaching Humans Robotics Language Multilingualism
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