linguistic items based on their distributional properties in large samples of language data. The basic idea of distributional semantics can be summed up in the...

Compositional Distributional) is a mathematical framework for natural language processing which uses category theory to unify distributional semantics with the...

stochastic grammar). Lexical semantics What is the computational meaning of individual words in context? Distributional semantics How can we learn semantic...

SNLI dataset. Other approaches are loosely based on the idea of distributional semantics applied to sentences. Skip-Thought trains an encoder-decoder structure...

contrastive distribution, or free variation with another such element, and which is the basis of distributional semantics Film distribution, the process...

(LSA) is a technique in natural language processing, in particular distributional semantics, of analyzing relationships between a set of documents and the...

A distributional–relational database, or word-vector database, is a database management system (DBMS) that uses distributional word-vector representations...

NLP tasks such as syntactic parsing and sentiment analysis. In distributional semantics, a quantitative methodological approach for understanding meaning...

dimensionality reduction method and computational framework for distributional semantics, based on the insight that very-high-dimensional vector space model...

the distribution semantics, which splits a program into a set of probabilistic facts and a logic program. It defines a probability distribution on interpretations...

reasoning Conceptual dependency theory Distributional semantics Face space Formal concept analysis Frame semantics Global workspace theory Image schema...

2020, Sadrzadeh gave a talk "Gaussianity and typicality in matrix distributional semantics" and in 2021 she was co-organiser. In 2022, Sadrzadeh was awarded...

Pointwise Mutual Information. In Proceedings of the Workshop on Distributional Semantics and Compositionality, pages 16–20, Portland, Oregon, USA. Association...

work on Statistical semantics, in particular Distributional semantics and Large language models, is based on the Distributional hypothesis, and explicitly...

Logical metonymy in a distributional model of sentence comprehension. In Sixth Joint Conference on Lexical and Computational Semantics (* SEM 2017) (pp. 168-177)...

read as "necessarily P {\displaystyle P} ". In the standard relational semantics for modal logic, formulas are assigned truth values relative to a possible...

on collocational meaning is widely acknowledged in the field of distributional semantics. In particular, he is known for the famous quotation: You shall...

priors in terms of the sufficient statistics just described, with the same semantics kept in mind as much as possible. To handle the case where both mean and...

Freitas, "Schema-agnostic queries over large-schema databases: a distributional semantics approach" PhD Thesis, 2015 Pat Helland, ["If you have too much...

assumption is known in linguistics as the distributional hypothesis. Emile Delavenay defined statistical semantics as the "statistical study of the meanings...

Magnus Sahlgren is known for his work on Random indexing applied to distributional semantics published through research projects at the Swedish Institute of...

rules R {\displaystyle {\mathcal {R}}} . Using the distribution semantics, a probability distribution is defined over the two-valued well-founded models...

natural-language meaning, both in the frameworks of truth-conditional and distributional semantics, with a special focus on vagueness, ambiguity, and the interaction...

Conceptual semantics is a framework for semantic analysis developed mainly by Ray Jackendoff in 1976. Its aim is to provide a characterization of the...

A semantics encoding is a translation between formal languages. For programmers, the most familiar form of encoding is the compilation of a programming...

two competing frameworks in generative semantics and interpretive semantics. Eventually, generative semantics spawned a different linguistic paradigm...

Statistical semantics – a subfield of computational semantics that establishes semantic relations between words to examine their contexts. Distributional semantics...

the distribution semantics, which splits a program into a set of probabilistic facts and a logic program. It defines a probability distribution on interpretations...

are one of the most studied phenomena in philosophical logic, formal semantics, and philosophy of language. They were first discussed as a problem for...

pdf Wishart, Ryder A (2018-08-10). "Hierarchical and Distributional Lexical Field Theory: A Critical and Empirical Development of Louw and...