upload hub_repos/msh_wsd/README.md to hub from bigbio repo

README.md

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+
+---
+language: 
+- en
+license: other
+license_bigbio_shortname: UMLS_LICENSE
+pretty_name: MSH WSD
+---
+
+
+# Dataset Card for MSH WSD
+
+## Dataset Description
+
+- **Homepage:** https://lhncbc.nlm.nih.gov/ii/areas/WSD/collaboration.html
+- **Pubmed:** True
+- **Public:** False
+- **Tasks:** Named Entity Disambiguation
+
+
+Evaluation of Word Sense Disambiguation methods (WSD) in the biomedical domain is difficult because the available
+resources are either too small or too focused on specific types of entities (e.g. diseases or genes). We have
+developed a method that can be used to automatically develop a WSD test collection using the Unified Medical Language
+System (UMLS) Metathesaurus and the manual MeSH indexing of MEDLINE. The resulting dataset is called MSH WSD and
+consists of 106 ambiguous abbreviations, 88 ambiguous terms and 9 which are a combination of both, for a total of 203
+ambiguous words. Each instance containing the ambiguous word was assigned a CUI from the 2009AB version of the UMLS.
+For each ambiguous term/abbreviation, the data set contains a maximum of 100 instances per sense obtained from
+MEDLINE; totaling 37,888 ambiguity cases in 37,090 MEDLINE citations.
+
+
+
+## Citation Information
+
+```
+@article{jimeno2011exploiting,
+  title={Exploiting MeSH indexing in MEDLINE to generate a data set for word sense disambiguation},
+  author={Jimeno-Yepes, Antonio J and McInnes, Bridget T and Aronson, Alan R},
+  journal={BMC bioinformatics},
+  volume={12},
+  number={1},
+  pages={1--14},
+  year={2011},
+  publisher={BioMed Central}
+}
+
+```