Panta rei: Tracking Semantic Change with Distributional Semantics in Ancient Greek
نویسندگان
چکیده
منابع مشابه
Panta Rei: Tracking Semantic Change with Distributional Semantics in Ancient Greek
English. We present a method to explore semantic change as a function of variation in distributional semantic spaces. In this paper we apply this approach to automatically identify the areas of semantic change in the lexicon of Ancient Greek between the pre-Christian and Christian era. Distributional Semantic Models are used to identify meaningful clusters and patterns of semantic shift within ...
متن کاملAnalogy and Sound Change in Ancient Greek
A key observation that has emerged out of the examination of different stages of a language is that no language is static; all aspects of language are subject to change, including the sounds, the forms, the sentence structure, meanings, etc. Indeed, as far as Greek is concerned, the evidence presented in the chapters on syntactic change between Classical and Hellenistic Greek and on movement to...
متن کاملDistributional semantic phrases vs. semantic distributional nonsense: Adjective modification in compositional distributional semantics
In this talk, I discuss the ability of compositional distributional semantics to model adjective modification. I present three studies that explore the degree to which semantic intuitions are grounded in the distributional representations of adjective-noun phrases, as well as provide insight into various linguistic phenomena by extracting unsupervised cues from these distributional representati...
متن کاملComputing Semantic Compositionality in Distributional Semantics
This article introduces and evaluates an approach to semantic compositionality in computational linguistics based on the combination of Distributional Semantics and supervised Machine Learning. In brief, distributional semantic spaces containing representations for complex constructions such as Adjective-Noun and Verb-Noun pairs, as well as for their constituent parts, are built. These represen...
متن کاملSemantic transparency: challenges for distributional semantics
Using data from Reddy et al. (2011), we present a series of regression models of semantic transparency in compound nouns. The results indicate that the frequencies of the compound constituents, the semantic relation between the constituents, and metaphorical shift of a constituent or of the compound as a whole, all contribute to the overall perceived level of transparency. While not proposing a...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Italian Journal of Computational Linguistics
سال: 2017
ISSN: 2499-4553
DOI: 10.4000/ijcol.421