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University of Cambridge > Talks.cam > RCEAL Tuesday Colloquia > Linguistic complexity as optimal grammar length: An information-theoretic approach
Linguistic complexity as optimal grammar length: An information-theoretic approachAdd to your list(s) Download to your calendar using vCal
If you have a question about this talk, please contact Chris Cummins. I will introduce a general and easily computable definition of linguistic complexity. I will show how simple information-theoretical measures can be used to compute Gell-Mann’s Effective Complexity measure for language. The measure is derived as the minimal possible size of a grammar that can generate all sentences in a reference corpus. The length of the reference corpus is then taken to its infinite limit (thus ensuring that all possible sentences in the language can be generated). I discuss the necessary condition that must be met for the existence of a finite grammar describing a given language. Finally, through the analysis of two American English corpora (one written and one spoken), I demonstrate the impossibility of constructing a finite grammar with full coverage of English. I will conclude by discussing the theoretical implications of this finding. This talk is part of the RCEAL Tuesday Colloquia series. This talk is included in these lists:Note that ex-directory lists are not shown. |
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