TY - JOUR AU - Jimeno-Yepes, Antonio J. AU - Aronson, Alan R. PY - 2010 DA - 2010/11/22 TI - Knowledge-based biomedical word sense disambiguation: comparison of approaches JO - BMC Bioinformatics SP - 569 VL - 11 IS - 1 AB - Word sense disambiguation (WSD) algorithms attempt to select the proper sense of ambiguous terms in text. Resources like the UMLS provide a reference thesaurus to be used to annotate the biomedical literature. Statistical learning approaches have produced good results, but the size of the UMLS makes the production of training data infeasible to cover all the domain. SN - 1471-2105 UR - https://doi.org/10.1186/1471-2105-11-569 DO - 10.1186/1471-2105-11-569 ID - Jimeno-Yepes2010 ER -