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Diachronic word embeddings and semantic shifts: a survey
Recent years have witnessed a surge of publications aimed at tracing temporal changes in
lexical semantics using distributional methods, particularly prediction-based word …
lexical semantics using distributional methods, particularly prediction-based word …
Outta control: Laws of semantic change and inherent biases in word representation models
H Dubossarsky, D Weinshall… - Proceedings of the 2017 …, 2017 - aclanthology.org
This article evaluates three proposed laws of semantic change. Our claim is that in order to
validate a putative law of semantic change, the effect should be observed in the genuine …
validate a putative law of semantic change, the effect should be observed in the genuine …
Slangvolution: A causal analysis of semantic change and frequency dynamics in slang
Languages are continuously undergoing changes, and the mechanisms that underlie these
changes are still a matter of debate. In this work, we approach language evolution through …
changes are still a matter of debate. In this work, we approach language evolution through …
Historical evolution of concrete and abstract language revisited
B Snefjella, M Généreux, V Kuperman - Behavior research methods, 2019 - Springer
This paper investigates the historical (1850s–2000s) evolution of semantics in the English
language using contemporaneous, decade-specific computational estimates of word …
language using contemporaneous, decade-specific computational estimates of word …
Panta rei: Tracking semantic change with distributional semantics in Ancient Greek
MA Rodda, MSG Senaldi… - IJCoL. Italian Journal of …, 2017 - journals.openedition.org
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 spaces. In this paper, we apply this approach to automatically identify the areas of …
Frequency patterns of semantic change: corpus-based evidence of a near-critical dynamics in language change
It is generally believed that when a linguistic item acquires a new meaning, its overall
frequency of use rises with time with an S-shaped growth curve. Yet, this claim has only …
frequency of use rises with time with an S-shaped growth curve. Yet, this claim has only …
A computational analysis of crosslinguistic regularity in semantic change
O Fugikawa, O Hayman, R Liu, L Yu… - Frontiers in …, 2023 - frontiersin.org
Semantic change is attested commonly in the historical development of lexicons across the
world's languages. Extensive research has sought to characterize regularity in semantic …
world's languages. Extensive research has sought to characterize regularity in semantic …
Quantifying the dynamics of topical fluctuations in language
The availability of large diachronic corpora has provided the impetus for a growing body of
quantitative research on language evolution and meaning change. The central quantities in …
quantitative research on language evolution and meaning change. The central quantities in …
[PDF][PDF] Distributional word embeddings in modeling diachronic semantic change
A Kutuzov - 2020 - duo.uio.no
Words of human languages change their meaning over time. This linguistic phenomenon is
known as 'diachronic semantic change'. Such shifts are of interest both for linguists and for …
known as 'diachronic semantic change'. Such shifts are of interest both for linguists and for …
Diachronic semantic change in language is constrained by how people use and learn language
While it has long been understood that the human mind evolved to learn language, recent
studies have begun to ask the inverted question: How has language evolved under the …
studies have begun to ask the inverted question: How has language evolved under the …