Deep linguistic processing: Difference between revisions

Revision as of 02:33, 30 October 2013

Revision as of 02:33, 30 October 2013

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In sentence A, a shallow [[information extraction]] system might infer wrongly that Microsoft's headquarters was located in Georgia. While as humans, we understand from the sentence that Microsoft office was never in Georgia.<br>

:b) ''The National Institute for Psychology in Israel was established in May 1971 as the Israel Center for Psychobiology by Prof. Joel.''

In sentence B, a shallow system could wrongly infer that Israel was established in May 1971. Humans one know that it is the National Institute for Psychobiology that was established in 1971.<br>

In summary of the comparison between deep and shallow language processing, deep linguistic processing provides a knowledge-rich analysis of language through manually developed grammars and language resources. Whereas, shallow linguistic processing provides a knowledge-lean analysis of language through statistical/machine learning manipulation of texts and/or [[Annotation|annotated linguistic]] resource.