AIMC Topic: Multilingualism

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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...
Humans Data Mining Multilingualism Language Natural Language Processing
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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 ...
Multilingualism Humans Natural Language Processing
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First 'bilingual' brain-reading device decodes Spanish and English words.

Nature May 1, 2024
Humans Artificial Intelligence England Prostheses and Implants Spain Multilingualism Male Brain Speech
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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...
Semantics Transcription, Genetic Data Accuracy Multilingualism Enhancer Elements, Genetic Computational Biology Natural Language Processing DNA Models, Biological Sensitivity and Specificity Deep Learning Computer Simulation 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...
Learning Machine Learning Multilingualism Language 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...
Language Natural Language Processing International Classification of Diseases Unified Medical Language System Multilingualism
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L2TOR: Second-Language Tutoring Using Social Robots.

Cyberpsychology, behavior and social networking Oct 1, 2019
Interpersonal Relations Teaching Multilingualism Learning Humans Robotics Language
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Discovering the role of morphology on the understanding of biomedical terminology by paramedical students.

Studies in health technology and informatics Jan 1, 2015
The ability to learn specialized languages, such as biomedical language, requires not only specialized knowledge specific to this area, but also linguistic skills. We propose to study this hypothesis on the example of biomedical language as it is lea...
Linguistics Algeria Biological Ontologies Allied Health Personnel Multilingualism Comprehension Humans France Arabs Language Tests
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