upload hub_repos/nlm_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: NLM WSD
+---
+
+
+# Dataset Card for NLM WSD
+
+## Dataset Description
+
+- **Homepage:** https://lhncbc.nlm.nih.gov/restricted/ii/areas/WSD/index.html
+- **Pubmed:** True
+- **Public:** False
+- **Tasks:** Named Entity Disambiguation
+
+
+In order to support research investigating the automatic resolution of word sense ambiguity using natural language
+processing techniques, we have constructed this test collection of medical text in which the ambiguities were resolved
+by hand. Evaluators were asked to examine instances of an ambiguous word and determine the sense intended by selecting
+the Metathesaurus concept (if any) that best represents the meaning of that sense. The test collection consists of 50
+highly frequent ambiguous UMLS concepts from 1998 MEDLINE. Each of the 50 ambiguous cases has 100 ambiguous instances
+randomly selected from the 1998 MEDLINE citations. For a total of 5,000 instances. We had a total of 11 evaluators of
+which 8 completed 100% of the 5,000 instances, 1 completed 56%, 1 completed 44%, and the final evaluator completed 12%
+of the instances. Evaluations were only used when the evaluators completed all 100 instances for a given ambiguity.
+
+
+
+## Citation Information
+
+```
+@article{weeber2001developing,
+  title    = "Developing a test collection for biomedical word sense
+              disambiguation",
+  author   = "Weeber, M and Mork, J G and Aronson, A R",
+  journal  = "Proc AMIA Symp",
+  pages    = "746--750",
+  year     =  2001,
+  language = "en"
+}
+
+```