AdjectiveNounPhrases
Related Papers
A Structured Vector Space Model for Hidden Attribute Meaning in Adjective-Noun Phrases
We present an approach to model hid- den attributes in the compositional se- mantics of adjective-noun phrases in a distributional model. For the represen- tation of adjective meanings, we refor- …...
Literal and Metaphorical Sense Identification through Concrete and Abstract Context
Context Peter D. Turney Inst. for Info. Tech. NRC Canada Ottawa, Canada peter.turney@nrc-cnrc.gc.ca Yair Neuman Dept. of Education Ben-Gurion Univ. Beer-Sheva, Israel yneuman@bgu.ac.il Dan Assaf Dept. of Education Ben-Gurion Univ. …...
Documents and Dependencies: an Exploration of Vector Space Models for Semantic Composition
In most previous research on distribu- tional semantics, Vector Space Models (VSMs) of words are built either from topical information (e.g., documents in which a word is present), or from …...
Improving the Lexical Function Composition Model with Pathwise Optimized Elastic-Net Regression
In this paper, we show that the lexical function model for composition of dis- tributional semantic vectors can be im- proved by adopting a more advanced re- gression technique. We …...
No Word is an Island—A Transformation Weighting Model for Semantic Composition
AbstractComposition models of distributional semantics are used to construct phrase representations from the representations of their words. Composition models are typically situated on two ends of a spectrum. They either …...