Semantic Compositionality

otherentity ID: semanticcompositionality

Related Papers

Explaining real MT to translators: between compositional semantics and word-for-word

Authors: nan

Publication: TIPSTER (2002)

DOI: nan

Real (i.e., working) machine translation may be presented both as the result of inevitable approximations over an ideal, theoretically motivated model based on the principle of semantic compositionality and as …...

3534

Task-based Evaluation of Multiword Expressions: a Pilot Study in Statistical Machine Translation

Authors: nan

Publication: TIPSTER (2010)

DOI: nan

We conduct a pilot study for task-oriented evaluation of Multiword Expression (MWE) in Statistical Machine Translation (SMT). We propose two different integration strategies for MWE in SMT, which take advantage …...

23887

Measuring the compositionality of NV expressions in Basque by means of distributional similarity techniques

Authors: nan

Publication: TIPSTER (2012)

DOI: nan

AbstractWe present several experiments aiming at measuring the semantic compositionality of NV expressions in Basque. Our approach is based on the hypothesis that compositionality can be related to distributional similarity. …...

13723

Zero-Shot Learning of Language Models for Describing Human Actions Based on Semantic Compositionality of Actions

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

We propose a novel framework for zero-shot learning of topic-dependent language models, which enables the learning of language mod- els corresponding to specific topics for which no language data is …...

19251

A type-theoretical reduction of morphological, syntactic and semantic compositionality to a single level of description

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractThe paper presents NLC, a new formalism for modeling natural language (NL) compositionality. NLC is a functional type system (i.e. one based on mathematical functions and their types). Its main …...

19737

Modeling Semantic Compositionality with Sememe Knowledge

Authors: nan

Publication: TIPSTER (2019)

DOI: nan

AbstractSemantic compositionality (SC) refers to the phenomenon that the meaning of a complex linguistic unit can be composed of the meanings of its constituents. Most related works focus on using …...

39394

Are representations built from the ground up? An empirical examination of local composition in language models

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractCompositionality, the phenomenon where the meaning of a phrase can be derived from its constituent parts, is a hallmark of human language. At the same time, many phrases are non-compositional, …...

30235