Lexical diachronic semantic maps

Analyzing lexical change in diachronic corpora

Exploring Diachronic Lexical Semantics with JeSemE

Recent advances in distributional semantics combined with the availability of large-scale diachronic corpora offer new research avenues for the Digital Humanities. JESEME, the Jena Semantic Explorer, renders assistance to a non-technical audience to investigate diachronic semantic topics. JESEME runs as a website with query options and interactive visualizations of results, as well as a REST AP...

On the Problem of Lexical Semantic Change

The article provides an insight into a problem of lexical semantic change. A short historical outline of the development of semantic studies is given. The authors analyze some of the most important stages in the history of the formation of this field. The existing approaches to dealing with form and meaning, namely semasiological and onomasiological ones are discussed. The authors consider the ...

Identifying diachronic change in semantic relations

test the hypothesis that words which are similar in meaning occur in similar contexts, this being a corollary of the initial hypothesis that the meaning of a word is defined by the collocational company which it keeps. This similarity is measured by creating 'collocational profiles'-summaries of the words typically occurring in the context of a given word-for each unique word form (type) in a l...

Temporal Word Analogies: Identifying Lexical Replacement with Diachronic Word Embeddings

This paper introduces the concept of temporal word analogies: pairs of words which occupy the same semantic space at different points in time. One well-known property of word embeddings is that they are able to effectively model traditional word analogies (“word w1 is to word w2 as word w3 is to word w4”) through vector addition. Here, I show that temporal word analogies (“wordw1 at time tα is ...