A Bayesian Model of Diachronic Meaning Change
نویسندگان
چکیده
منابع مشابه
A Bayesian Model of Diachronic Meaning Change
Word meanings change over time and an automated procedure for extracting this information from text would be useful for historical exploratory studies, information retrieval or question answering. We present a dynamic Bayesian model of diachronic meaning change, which infers temporal word representations as a set of senses and their prevalence. Unlike previous work, we explicitly model language...
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15 صفحه اولDiachronic Word Sense Change Identification
Language has continuously changed over time. New senses for some words took birth while some old senses demised. For an example the word ‘instant’ which referred to the current month about a century ago but is now used to refer to a very small brief time; ‘economy’ referred to management of resources in the past and is now being referred to state of country in terms of productions. Diachronic w...
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ژورنال
عنوان ژورنال: Transactions of the Association for Computational Linguistics
سال: 2016
ISSN: 2307-387X
DOI: 10.1162/tacl_a_00081