A computational approach to lexical polysemy in Ancient Greek. McGillivray, B., Hengchen, S., Lähteenoja, V., Palma, M., & Vatri, A. Digital Scholarship in the Humanities, 34(4):893–907, December, 2019. ![A computational approach to lexical polysemy in Ancient Greek [link]](https://bibbase.org/img/filetypes/link.svg "link")
Paper doi abstract bibtex Language is a complex and dynamic system. If we consider word meaning, which is the scope of lexical semantics, we observe that some words have several meanings, thus displaying lexical polysemy. In this article, we present the first phase of a project that aims at computationally modelling Ancient Greek semantics over time. Our system is based on Bayesian learning and on the Diorisis Ancient Greek corpus, which we have built for this purpose. We illustrate preliminary results in light of expert annotation, and take this opportunity to discuss the role of computational systems and human analysis in a complex research area like historical semantics. On the one hand, computational approaches allow us to model large corpora of texts. On the other hand, a long and rich scholarly tradition in Ancient Greek has provided us with valuable insights into the mechanisms of semantic change (cf. e.g. Leiwo, M. (2012). Introduction: variation with multiple faces. In Leiwo, M., Halla-aho, H., and Vierros, M. (eds), Variation and Change in Greek and Latin, Helsinki: Suomen Ateenan-instituutin säätiö, pp. 1–11.). In this article, we show that these qualitative analyses can be leveraged to support and complement the computational modelling.
@article{mcgillivray_computational_2019,
title = {A computational approach to lexical polysemy in {Ancient} {Greek}},
volume = {34},
issn = {2055-7671},
url = {https://doi.org/10.1093/llc/fqz036},
doi = {10.1093/llc/fqz036},
abstract = {Language is a complex and dynamic system. If we consider word meaning, which is the scope of lexical semantics, we observe that some words have several meanings, thus displaying lexical polysemy. In this article, we present the first phase of a project that aims at computationally modelling Ancient Greek semantics over time. Our system is based on Bayesian learning and on the Diorisis Ancient Greek corpus, which we have built for this purpose. We illustrate preliminary results in light of expert annotation, and take this opportunity to discuss the role of computational systems and human analysis in a complex research area like historical semantics. On the one hand, computational approaches allow us to model large corpora of texts. On the other hand, a long and rich scholarly tradition in Ancient Greek has provided us with valuable insights into the mechanisms of semantic change (cf. e.g. Leiwo, M. (2012). Introduction: variation with multiple faces. In Leiwo, M., Halla-aho, H., and Vierros, M. (eds), Variation and Change in Greek and Latin, Helsinki: Suomen Ateenan-instituutin säätiö, pp. 1–11.). In this article, we show that these qualitative analyses can be leveraged to support and complement the computational modelling.},
number = {4},
urldate = {2023-08-26},
journal = {Digital Scholarship in the Humanities},
author = {McGillivray, Barbara and Hengchen, Simon and Lähteenoja, Viivi and Palma, Marco and Vatri, Alessandro},
month = dec,
year = {2019},
pages = {893--907},
}
Downloads: 0
{"_id":"TmSJma3WRaEbj35K7","bibbaseid":"mcgillivray-hengchen-lhteenoja-palma-vatri-acomputationalapproachtolexicalpolysemyinancientgreek-2019","author_short":["McGillivray, B.","Hengchen, S.","Lähteenoja, V.","Palma, M.","Vatri, A."],"bibdata":{"bibtype":"article","type":"article","title":"A computational approach to lexical polysemy in Ancient Greek","volume":"34","issn":"2055-7671","url":"https://doi.org/10.1093/llc/fqz036","doi":"10.1093/llc/fqz036","abstract":"Language is a complex and dynamic system. If we consider word meaning, which is the scope of lexical semantics, we observe that some words have several meanings, thus displaying lexical polysemy. In this article, we present the first phase of a project that aims at computationally modelling Ancient Greek semantics over time. Our system is based on Bayesian learning and on the Diorisis Ancient Greek corpus, which we have built for this purpose. We illustrate preliminary results in light of expert annotation, and take this opportunity to discuss the role of computational systems and human analysis in a complex research area like historical semantics. On the one hand, computational approaches allow us to model large corpora of texts. On the other hand, a long and rich scholarly tradition in Ancient Greek has provided us with valuable insights into the mechanisms of semantic change (cf. e.g. Leiwo, M. (2012). Introduction: variation with multiple faces. In Leiwo, M., Halla-aho, H., and Vierros, M. (eds), Variation and Change in Greek and Latin, Helsinki: Suomen Ateenan-instituutin säätiö, pp. 1–11.). In this article, we show that these qualitative analyses can be leveraged to support and complement the computational modelling.","number":"4","urldate":"2023-08-26","journal":"Digital Scholarship in the Humanities","author":[{"propositions":[],"lastnames":["McGillivray"],"firstnames":["Barbara"],"suffixes":[]},{"propositions":[],"lastnames":["Hengchen"],"firstnames":["Simon"],"suffixes":[]},{"propositions":[],"lastnames":["Lähteenoja"],"firstnames":["Viivi"],"suffixes":[]},{"propositions":[],"lastnames":["Palma"],"firstnames":["Marco"],"suffixes":[]},{"propositions":[],"lastnames":["Vatri"],"firstnames":["Alessandro"],"suffixes":[]}],"month":"December","year":"2019","pages":"893–907","bibtex":"@article{mcgillivray_computational_2019,\n\ttitle = {A computational approach to lexical polysemy in {Ancient} {Greek}},\n\tvolume = {34},\n\tissn = {2055-7671},\n\turl = {https://doi.org/10.1093/llc/fqz036},\n\tdoi = {10.1093/llc/fqz036},\n\tabstract = {Language is a complex and dynamic system. If we consider word meaning, which is the scope of lexical semantics, we observe that some words have several meanings, thus displaying lexical polysemy. In this article, we present the first phase of a project that aims at computationally modelling Ancient Greek semantics over time. Our system is based on Bayesian learning and on the Diorisis Ancient Greek corpus, which we have built for this purpose. We illustrate preliminary results in light of expert annotation, and take this opportunity to discuss the role of computational systems and human analysis in a complex research area like historical semantics. On the one hand, computational approaches allow us to model large corpora of texts. On the other hand, a long and rich scholarly tradition in Ancient Greek has provided us with valuable insights into the mechanisms of semantic change (cf. e.g. Leiwo, M. (2012). Introduction: variation with multiple faces. In Leiwo, M., Halla-aho, H., and Vierros, M. (eds), Variation and Change in Greek and Latin, Helsinki: Suomen Ateenan-instituutin säätiö, pp. 1–11.). In this article, we show that these qualitative analyses can be leveraged to support and complement the computational modelling.},\n\tnumber = {4},\n\turldate = {2023-08-26},\n\tjournal = {Digital Scholarship in the Humanities},\n\tauthor = {McGillivray, Barbara and Hengchen, Simon and Lähteenoja, Viivi and Palma, Marco and Vatri, Alessandro},\n\tmonth = dec,\n\tyear = {2019},\n\tpages = {893--907},\n}\n\n\n\n","author_short":["McGillivray, B.","Hengchen, S.","Lähteenoja, V.","Palma, M.","Vatri, A."],"key":"mcgillivray_computational_2019","id":"mcgillivray_computational_2019","bibbaseid":"mcgillivray-hengchen-lhteenoja-palma-vatri-acomputationalapproachtolexicalpolysemyinancientgreek-2019","role":"author","urls":{"Paper":"https://doi.org/10.1093/llc/fqz036"},"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"https://bibbase.org/zotero-group/schulzkx/5158478","dataSources":["JFDnASMkoQCjjGL8E"],"keywords":[],"search_terms":["computational","approach","lexical","polysemy","ancient","greek","mcgillivray","hengchen","lähteenoja","palma","vatri"],"title":"A computational approach to lexical polysemy in Ancient Greek","year":2019}