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Computational modeling of semantic change

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arxiv 2304.06337 v1 pith:YHNRMZ7J submitted 2023-04-13 cs.CL

Nina Tahmasebi , Haim Dubossarsky This is my paper · ORCID
classification cs.CL
keywords changesemanticcomputationalmodelingaspectsavailableavenueschapter
verification ladder T0 review T1 audit T2 compute T3 formal
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In this chapter we provide an overview of computational modeling for semantic change using large and semi-large textual corpora. We aim to provide a key for the interpretation of relevant methods and evaluation techniques, and also provide insights into important aspects of the computational study of semantic change. We discuss the pros and cons of different classes of models with respect to the properties of the data from which one wishes to model semantic change, and which avenues are available to evaluate the results.

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