Diachronic word embeddings and semantic shifts: a survey

A Kutuzov, L Øvrelid, T Szymanski, E Velldal - arxiv preprint arxiv …, 2018 - arxiv.org
Recent years have witnessed a surge of publications aimed at tracing temporal changes in
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 …

Slangvolution: A causal analysis of semantic change and frequency dynamics in slang

D Keidar, A Opedal, Z **, M Sachan - arxiv preprint arxiv:2203.04651, 2022 - arxiv.org
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 …

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 …

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 …

Frequency patterns of semantic change: corpus-based evidence of a near-critical dynamics in language change

Q Feltgen, B Fagard, JP Nadal - Royal Society open …, 2017 - royalsocietypublishing.org
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 …

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 …

Quantifying the dynamics of topical fluctuations in language

A Karjus, RA Blythe, S Kirby, K Smith - Language Dynamics and Change, 2020 - brill.com
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 …

[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 …

Diachronic semantic change in language is constrained by how people use and learn language

Y Li, CSQ Siew - Memory & cognition, 2022 - Springer
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 …