Incorporating Connotation of Meaning into Models of Semantic Representation : An Application in Text Corpus Analysis

Abstract

Connotation of meaning is an important aspect of human semantic knowledge, and it cannot be captured in simple prototype representations of concepts. Yet models of human episodic memory typically rely on prototype representations, as do statistical techniques for extracting meaningful representations from text corpora (such as LSA). We will demonstrate how… (More)
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