Symmetric Patterns

material ID: symmetricpatterns

Related Papers

Efficient Unsupervised Discovery of Word Categories Using Symmetric Patterns and High Frequency Words

Authors: nan

Publication: TIPSTER (2006)

DOI: nan

We present a novel approach for discov- ering word categories, sets of words shar- ing a significant aspect of their mean- ing. We utilize meta-patterns of high- frequency words and …...

6732

Superior and Efficient Fully Unsupervised Pattern-based Concept Acquisition Using an Unsupervised Parser

Authors: nan

Publication: TIPSTER (2009)

DOI: nan

Sets of lexical items sharing a significant aspect of their meaning (concepts) are fun- damental for linguistics and NLP. Unsuper- vised concept acquisition algorithms have been shown to produce good …...

42345

Minimally Supervised Classification to Semantic Categories using Automatically Acquired Symmetric Patterns

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

Classifying nouns into semantic categories (e.g., animals, food) is an important line of research in both cognitive science and natural language processing. We present a minimally supervised model for noun …...

5704

Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction

Authors: nan

Publication: TIPSTER (2015)

DOI: nan

We present a novel word level vector rep- resentation based on symmetric patterns (SPs). For this aim we automatically ac- quire SPs (e.g., “X and Y”) from a large corpus …...

42087