Verb Similarity on the Taxonomy of WordNet
نویسندگان
چکیده
In this paper, we introduce two kinds of word similarity algorithms, SHE and RHE, to investigate the capability of WordNet in measuring verb similarity. In the absence of a standard verb set we have proposed two new verb similarity evaluation data sets.
منابع مشابه
Word similarity on the taxonomy of WordNet
In this paper, we introduced two kinds of word similarity tests to investigate the capability of WordNet in measuring word similarity . Both are tested on two noun and verb data sets.
متن کاملMerging Verb Senses of Hindi WordNet using Word Embeddings
In this paper, we present an approach for merging fine-grained verb senses of Hindi WordNet. Senses are merged based on gloss similarity score. We explore the use of word embeddings for gloss similarity computation and compare with various WordNet based gloss similarity measures. Our results indicate that word embeddings show significant improvement over WordNet based measures. Consequently, we...
متن کاملA Proposal for WSD Using Semantic Similarity
The aim of this paper is to describe a new method for the automatic resolution of lexical ambiguity of verbs in English texts, based on the idea of semantic similarity between nouns using WordNet. 1 An outline of our approach. The method of WSD proposed in this paper is based on knowledge and consists basically of sense-disambiguating of the verb that appear in an English sentence. A simple sen...
متن کاملImprovements To Monolingual English Word Sense Disambiguation
Word Sense Disambiguation remains one of the most complex problems facing computational linguists to date. In this paper we present modification to the graph based state of the art algorithm In-Degree. Our modifications entail augmenting the basic Lesk similarity measure with more relations based on the structure of WordNet, adding SemCor examples to the basic WordNet lexical resource and final...
متن کاملAutomatic Construction of Persian ICT WordNet using Princeton WordNet
WordNet is a large lexical database of English language, in which, nouns, verbs, adjectives, and adverbs are grouped into sets of cognitive synonyms (synsets). Each synset expresses a distinct concept. Synsets are interlinked by both semantic and lexical relations. WordNet is essentially used for word sense disambiguation, information retrieval, and text translation. In this paper, we propose s...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2006