Difference between revisions of "Coarse to Fine Grained Sense Disambiguation in Wikipedia"
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| − | '''Coarse to Fine Grained Sense Disambiguation in Wikipedia''' - scientific work related to Wikipedia quality published in 2013, written by Hui Shen, Razvan C. Bunescu and Rada Mihalcea. | + | '''Coarse to Fine Grained Sense Disambiguation in Wikipedia''' - scientific work related to [[Wikipedia quality]] published in 2013, written by [[Hui Shen]], [[Razvan C. Bunescu]] and [[Rada Mihalcea]]. |
== Overview == | == Overview == | ||
| − | Wikipedia articles are annotated by volunteer contributors with numerous links that connect words and phrases to relevant titles. Links to general senses of a word are used concurrently with links to more specific senses, without being distinguished explicitly. Authors present an approach to training coarse to fine grained sense disambiguation systems in the presence of such annotation inconsistencies. Experimental results show that accounting for annotation ambiguity in Wikipedia links leads to significant improvements in disambiguation. | + | Wikipedia articles are annotated by volunteer contributors with numerous links that connect words and phrases to relevant titles. Links to general senses of a word are used concurrently with links to more specific senses, without being distinguished explicitly. Authors present an approach to training coarse to fine grained sense disambiguation systems in the presence of such annotation inconsistencies. Experimental results show that accounting for annotation ambiguity in [[Wikipedia]] links leads to significant improvements in disambiguation. |
Revision as of 09:47, 4 September 2019
Coarse to Fine Grained Sense Disambiguation in Wikipedia - scientific work related to Wikipedia quality published in 2013, written by Hui Shen, Razvan C. Bunescu and Rada Mihalcea.
Overview
Wikipedia articles are annotated by volunteer contributors with numerous links that connect words and phrases to relevant titles. Links to general senses of a word are used concurrently with links to more specific senses, without being distinguished explicitly. Authors present an approach to training coarse to fine grained sense disambiguation systems in the presence of such annotation inconsistencies. Experimental results show that accounting for annotation ambiguity in Wikipedia links leads to significant improvements in disambiguation.
