Information-theoretic causal inference of lexical flow Johannes Dellert.
Material type:
TextSeries: Language VariationPublisher: Language Science Press, Description: 1 online resource (1 p.)ISBN: 9783961101436Subject(s): Language Arts & Disciplines / Linguistics | Language artsGenre/Form: Electronic books.Online resources: View this content on Open Research Library. Summary: This volume seeks to infer large phylogenetic networks from phonetically encoded lexical data and contribute in this way to the historical study of language varieties. The technical step that enables progress in this case is the use of causal inference algorithms. Sample sets of words from language varieties are preprocessed into automatically inferred cognate sets, and then modeled as information-theoretic variables based on an intuitive measure of cognate overlap. Causal inference is then applied to these variables in order to determine the existence and direction of influence among the varieties. The directed arcs in the resulting graph structures can be interpreted as reflecting the existence and directionality of lexical flow, a unified model which subsumes inheritance and borrowing as the two main ways of transmission that shape the basic lexicon of languages.
| Item type | Current library | Call number | URL | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|---|
eBook
|
Digital Library
Resources in this library are accessible in digital format e.g. eBooks or eJournals accessible online. |
Link to resource | Available |
Access copy available to the general public. Unrestricted star
This volume seeks to infer large phylogenetic networks from phonetically encoded lexical data and contribute in this way to the historical study of language varieties. The technical step that enables progress in this case is the use of causal inference algorithms. Sample sets of words from language varieties are preprocessed into automatically inferred cognate sets, and then modeled as information-theoretic variables based on an intuitive measure of cognate overlap. Causal inference is then applied to these variables in order to determine the existence and direction of influence among the varieties. The directed arcs in the resulting graph structures can be interpreted as reflecting the existence and directionality of lexical flow, a unified model which subsumes inheritance and borrowing as the two main ways of transmission that shape the basic lexicon of languages.
Description based on print version record.
Language Science Press 2018-2020
There are no comments on this title.