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Time-out: Temporal referencing for robust modeling of lexical semantic change
State-of-the-art models of lexical semantic change detection suffer from noise stemming from
vector space alignment. We have empirically tested the Temporal Referencing method for …
vector space alignment. We have empirically tested the Temporal Referencing method for …
Training temporal word embeddings with a compass
Temporal word embeddings have been proposed to support the analysis of word meaning
shifts during time and to study the evolution of languages. Different approaches have been …
shifts during time and to study the evolution of languages. Different approaches have been …
Survey of computational approaches to lexical semantic change
Our languages are in constant flux driven by external factors such as cultural, societal and
technological changes, as well as by only partially understood internal motivations. Words …
technological changes, as well as by only partially understood internal motivations. Words …
Survey of computational approaches to lexical semantic change detection
The findings from automatic lexical semantic change detection and the models of diachronic
conceptual change are also currently being incorporated in approaches for measuring …
conceptual change are also currently being incorporated in approaches for measuring …
[PDF][PDF] Finding Individual Word Sense Changes and their Delay in Appearance.
We present a method for detecting word sense changes by utilizing automatically induced
word senses. Our method works on the level of individual senses and allows a word to have …
word senses. Our method works on the level of individual senses and allows a word to have …
Studying word meaning evolution through incremental semantic shift detection
The study of semantic shift, that is, of how words change meaning as a consequence of
social practices, events and political circumstances, is relevant in Natural Language …
social practices, events and political circumstances, is relevant in Natural Language …
[PDF][PDF] Exploring the Quality of the Digital Historical Newspaper Archive KubHist.
Abstract The KubHist Corpus is a massive corpus of Swedish historical newspapers,
digitized by the Royal Swedish library, and available through the Språkbanken corpus …
digitized by the Royal Swedish library, and available through the Språkbanken corpus …
Tracing antisemitic language through diachronic embedding projections: France 1789-1914
We investigate some aspects of the history of antisemitism in France, one of the cradles of
modern antisemitism, using diachronic word embeddings. We constructed a large corpus of …
modern antisemitism, using diachronic word embeddings. We constructed a large corpus of …
EmbLexChange at SemEval-2020 Task 1: Unsupervised embedding-based detection of lexical semantic changes
This paper describes EmbLexChange, a system introduced by the “Life-Language” team for
SemEval-2020 Task 1, on unsupervised detection of lexical-semantic changes …
SemEval-2020 Task 1, on unsupervised detection of lexical-semantic changes …
[PDF][PDF] A Study on Word2Vec on a Historical Swedish Newspaper Corpus.
N Tahmasebi - DHN, 2018 - ceurspt.wikidata.dbis.rwth-aachen …
Detecting word sense changes can be of great interest in the field of digital humanities. Thus
far, most investigations and automatic methods have been developed and carried out on …
far, most investigations and automatic methods have been developed and carried out on …