Representing Meaning with a Combination of Logical and Distributional Models
Computational Linguistics, Volume 42, Issue 4, 2016, Pages 763-808.
NLP tasks differ in the semantic information they require, and at this time no single semantic representation fulfills all requirements. Logic-based representations characterize sentence structure, but do not capture the graded aspect of meaning. Distributional models give graded similarity ratings for words and phrases, but do not captur...More
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