Modelling Grammaticality-grading in Natural Language Systems Using a Vector Space Approach

2017 ◽  
Vol 23 (3) ◽  
pp. 1-15
Author(s):  
Moses Aregbesola ◽  
Rafiu Ganiyu ◽  
Stephen Olabiyisi ◽  
Elijah Omidiora ◽  
Oluwaseun Alo
Keyword(s):  
Natural Language ◽  
Vector Space ◽  
Space Approach

Multivariate Statistics: A Vector Space Approach

1984 ◽  
Vol 21 (2) ◽  
pp. 236 ◽  
Author(s):  
Thomas J. Page ◽  
Morris L. Eaton
Keyword(s):  
Vector Space ◽  
Multivariate Statistics ◽  
Space Approach

scholarly journals A generalised quantifier theory of natural language in categorical compositional distributional semantics with bialgebras

2019 ◽  
Vol 29 (06) ◽  
pp. 783-809
Author(s):  
Jules Hedges ◽  
Mehrnoosh Sadrzadeh
Keyword(s):  
Natural Language ◽  
Vector Space ◽  
Generative Grammar ◽  
Distributional Semantics ◽  
Compositional Semantics ◽  
Finite Dimensional ◽  
Linear Maps ◽  
First Time ◽  
Quantifier Theory ◽  
Compositional Distributional Semantics

AbstractCategorical compositional distributional semantics is a model of natural language; it combines the statistical vector space models of words with the compositional models of grammar. We formalise in this model the generalised quantifier theory of natural language, due to Barwise and Cooper. The underlying setting is a compact closed category with bialgebras. We start from a generative grammar formalisation and develop an abstract categorical compositional semantics for it, and then instantiate the abstract setting to sets and relations and to finite-dimensional vector spaces and linear maps. We prove the equivalence of the relational instantiation to the truth theoretic semantics of generalised quantifiers. The vector space instantiation formalises the statistical usages of words and enables us to, for the first time, reason about quantified phrases and sentences compositionally in distributional semantics.

scholarly journals Learning Semantic Hierarchies: A Continuous Vector Space Approach

2015 ◽  
Vol 23 (3) ◽  
pp. 461-471 ◽  
Author(s):  
Ruiji Fu ◽  
Jiang Guo ◽  
Bing Qin ◽  
Wanxiang Che ◽  
Haifeng Wang ◽  
...  
Keyword(s):  
Vector Space ◽  
Continuous Vector ◽  
Semantic Hierarchies ◽  
Space Approach

A vector space approach to the indefinite LQR problem

1984 ◽  
Vol 39 (3) ◽  
pp. 507-515 ◽  
Author(s):  
U. B. DESAI ◽  
H. L. WEINERT
Keyword(s):  
Vector Space ◽  
Lqr Problem ◽  
Space Approach

scholarly journals A Vector Space Approach for Aspect Based Sentiment Analysis

2015 ◽  
Author(s):  
Abdulaziz Alghunaim ◽  
Mitra Mohtarami ◽  
Scott Cyphers ◽  
Jim Glass
Keyword(s):  
Vector Space ◽  
Sentiment Analysis ◽  
Space Approach
Sign in / Sign up

Export Citation Format

Share Document