Automatic Classification of WordNet Morphosemantic Relations

Automatic Prediction of Morphosemantic Relations

This paper presents a machine learning method for automatic identification and classification of morphosemantic relations (MSRs) between verb and noun synset pairs in the Bulgarian WordNet (BulNet). The core training dat…

Semantic Links for Portuguese

This paper describes work on incorporating Princenton{'}s WordNet morphosemantics links to the fabric of the Portuguese OpenWordNet-PT. Morphosemantic links are relations between verbs and derivationally related nouns th…

Morphosemantic relations between verbs in Croatian WordNet

Semantic Analysis of Verb-Noun Derivation in Princeton WordNet

We present here the results of a morphosemantic analysis of the verb-noun pairs in the Princeton WordNet as reflected in the standoff file containing pairs annotated with a set of 14 semantic relations. We have automatic…

EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks

Researchers use wordnets as a knowledge base in many natural language processing tasks and applications, such as question answering, textual entailment, discourse classification, and so forth. Lexico-semantic relations a…