Композиционная распределительная семантика

In distributional semantics studies, there is a growing attention in compositionally determining the distributional meaning of word sequences. Yet, compositional dis- tributional models depend on a large set of parameters …...

In this work, we present a new task for testing compositional distributional se- mantic models. Recently, there has been a spate of research into how distributional representations of individual words …...

In this study, we use compositional distribu- tional semantic methods to investigate restric- tions in adjective ordering. Specifically, we focus on properties distinguishing Adjective- Adjective-Noun phrases in which there is …...

The field of compositional distributional semantics has proposed very interesting and reliable models for accounting the distributional meaning of simple phrases. These models however tend to disregard the syntactic structures …...

Sometimes modifiers have a strong effect on core aspects of the meaning of the nouns they are attached to: A parrot is a desirable pet, but a dead parrot is, …...

We describe a novel approach to error detection in adjective–noun combinations. We present and release a new dataset of annotated errors where the examples are extracted from learner texts and …...

Compositional distributional semantics is a subfield of Computational Linguistics which investigates methods for represent- ing the meanings of phrases and sen- tences. In this paper, we explore im- plementations of …...

Metaphorical expressions are pervasive in natural language and pose a substan- tial challenge for computational seman- tics. The inherent compositionality of metaphor makes it an important test case for compositional …...

AbstractLanguage is used to describe concepts, and many of these concepts are hierarchical. Moreover, this hierarchy should be compatible with forming phrases and sentences. We use linear-algebraic methods that allow …...