AIMC Topic: Encyclopedias as Topic

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Leveraging Wikipedia knowledge to classify multilingual biomedical documents.

Artificial intelligence in medicine May 3, 2018
This article presents a classifier that leverages Wikipedia knowledge to represent documents as vectors of concepts weights, and analyses its suitability for classifying biomedical documents written in any language when it is trained only with Englis...
Humans Biomedical Research Natural Language Processing Knowledge Bases Data Mining Documentation Semantics Multilingualism Encyclopedias as Topic
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1,003 reference genomes of bacterial and archaeal isolates expand coverage of the tree of life.

Nature biotechnology Jun 12, 2017
We present 1,003 reference genomes that were sequenced as part of the Genomic Encyclopedia of Bacteria and Archaea (GEBA) initiative, selected to maximize sequence coverage of phylogenetic space. These genomes double the number of existing type strai...
Databases, Genetic Knowledge Bases Reference Values High-Throughput Nucleotide Sequencing Datasets as Topic Genome, Bacterial Database Management Systems Chromosome Mapping Encyclopedias as Topic Genome, Archaeal
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Transformer-Based Multilabel NER Using Wikipedia Corpora in Multiple Languages.

Studies in health technology and informatics May 15, 2025
The high cost of manual data labeling and privacy concerns result in a considerable dearth of medical annotations in non-English texts. Recent work by Frank and Kramer [1] introduces an unsupervised approach for constructing an ontology-annotated cor...
Language Natural Language Processing Internet Data Mining Germany Encyclopedias as Topic
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Automatically Expanding the Synonym Set of SNOMED CT using Wikipedia.

Studies in health technology and informatics Jan 1, 2015
Clinical terminologies and ontologies are often used in natural language processing/understanding tasks as a method for semantically tagging text. One ontology commonly used for this task is SNOMED CT. Natural language is rich and varied: many differ...
Machine Learning Social Media Natural Language Processing Data Mining Semantics Systematized Nomenclature of Medicine Terminology as Topic Dictionaries as Topic Encyclopedias as Topic
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