Results 11 to 20 of about 39,339,553 (230)

Event Knowledge in Compositional Distributional Semantics [PDF]

IJCoL, 2019
The great majority of compositional models in distributional semantics present methods to compose vectors or tensors in a representation of the sentence.
Ludovica Pannitto, Alessandro Lenci
doaj   +2 more sources

Estimating linear models for compositional distributional semantics [PDF]

, 2010
In distributional semantics studies, there is a growing attention in compositionally determining the distributional meaning of word sequences. Yet, compositional distributional models depend on a large set of parameters that have not been explored.
Zanzotto, Fm, Korkontzelos, Ioannis, Manandhar, Suresh, Fallucchi, Francesca, Manandhar, S, Zanzotto, Fabio Massimo, Fallucchi, F, Manandhar, S., Korkontzelos, I   +8 more
core   +11 more sources

Polysemy in Compositional Distributional Semantics [PDF]

, 2012
Research in distributional semantics has made good progress in capturing individual word meanings using contextual frequencies obtained from a large corpus.
Reddy, Siva
core   +6 more sources

Compositional Distributional Semantics with Syntactic Dependencies and Selectional Preferences

Applied Sciences, 2021
This article describes a compositional model based on syntactic dependencies which has been designed to build contextualized word vectors, by following linguistic principles related to the concept of selectional preferences.
Pablo Gamallo
doaj   +1 more source

Distributional formal semantics [PDF]

, 2021
Natural language semantics has recently sought to combine the complementary strengths of formal and distributional approaches to meaning. However, given the fundamentally different ‘representational currency’ underlying these approaches—models of the ...
Crocker, Matthew W., Brouwer, Harm, Crocker, Matthew, Hendriks, Petra; id_orcid, Venhuizen, Noortje J., Hendriks, Petra, Venhuizen, Noortje   +6 more
core   +2 more sources

A Special Issue on Statistical and Logical Models of Meaning

Journal of Language Modelling, 2019
In this special issue we collect five papers derived from the workshop on Statistical and Logical Models of Meaning (SaLMoM) celebrated 11th–15th July 2016 as part of the North American Summer School in Logic, Language and Information at Rutgers ...
Mehrnoosh Sadrzadeh, Glyn Morrill
doaj   +1 more source

A framework for Distributional Formal Semantics [PDF]

, 2019
Formal semantics and distributional semantics offer complementary strengths in capturing the meaning of natural language. As such, a considerable amount of research has sought to unify them, either by augmenting formal semantic systems with a ...
Harm Brouwer, Brouwer, Harm, Matthew W. Crocker, Crocker, Matthew, Hendriks, Petra; id_orcid, Venhuizen, Noortje J., Noortje J. Venhuizen, Petra Hendriks, Hendriks, Petra   +8 more
core   +3 more sources

Idiosyncratic frequency as a measure of derivation vs. inflection

Journal of Language Modelling, 2023
There is ongoing discussion about how to conceptualize the nature of the distinction between inflection and derivation. A common approach relies on qualitative differences in the semantic relationship between inflectionally versus derivationally related
Maria Copot, Timothee Mickus, Olivier Bonami   +2 more
doaj   +1 more source

Graded hyponymy for compositional distributional semantics

Journal of Language Modelling, 2019
The categorical compositional distributional model of natural language provides a conceptually motivated procedure to compute the meaning of a sentence, given its grammatical structure and the meanings of its words.
Dea Bankova, Bob Coecke, Martha Lewis, Dan Marsden   +3 more
doaj   +1 more source

Distributional Semantics

, 2023
Distributional semantics develops theories and methods to represent the meaning of natural language expressions, with vectors encoding their statistical distribution in linguistic contexts.
Magnus Sahlgren, Alessandro Lenci
core   +1 more source