20 citations · 21 across the 5 of their papers we have counts for
5 papers
Geometry of Semantic Space: Comparative Study of Discrete and Continuous Models
Gabriel Bounias, Sabine Ploux
This work examines the semantic geometry underlying NLP models. We compare supervised vector embeddings, such as CamemBERT, with lexical co-occurrence graphs that encode semantic r…
Organization and Independence or Interdependence? Study of the Neurophysiological Dynamics of Syntactic and Semantic Processing
Sabine Ploux, Viviane Déprez
In this article we present a multivariate model for determining the different syntactic, semantic, and form (surface-structure) processes underlying the comprehension of simple phr…
Structural Stability of Lexical Semantic Spaces: Nouns in Chinese and French
Sabine Ploux, Rui Wang, ZhengFeng Zhong +3
Many studies in the neurosciences have dealt with the semantic processing of words or categories, but few have looked into the semantic organization of the lexicon thought as a sys…
Random vector generation of a semantic space
Jean-François Delpech, Sabine Ploux
We show how random vectors and random projection can be implemented in the usual vector space model to construct a Euclidean semantic space from a French synonym dictionary. We eva…
A Novel Bilingual Word Embedding Method for Lexical Translation Using Bilingual Sense Clique
Rui Wang, Hai Zhao, Sabine Ploux +3
Most of the existing methods for bilingual word embedding only consider shallow context or simple co-occurrence information. In this paper, we propose a latent bilingual sense unit…