Word Sense Disambiguation Using Cosine Similarity Collaborates with Word2vec and WordNet
نویسندگان
چکیده
منابع مشابه
Automatic WordNet Mapping Using Word Sense Disambiguation
This paper presents the automatic construction of a Korean WordNet from pre-existing lexical resources. A set of automatic WSD techniques is described for linking Korean words collected from a bilingual MRD to English WordNet synsets. We will show how individual linking provided by each WSD method is then combined to produce a Korean WordNet for nouns.
متن کاملUnsupervised word sense disambiguation using WordNet relatives
This paper describes a sense disambiguation method for a polysemous target noun using the context words surrounding the target noun and its WordNet relatives, such as synonyms, hypernyms and hyponyms. The result of sense disambiguation is a relative that can substitute for that target noun in a context. The selection is made based on co-occurrence frequency between candidate relatives and each ...
متن کاملWord Sense Disambiguation Using WordNet Relations
In this paper, the “Weighted Overlapping” Disambiguation method is presented and evaluated. This method extends the Lesk’s approach to disambiguate a specific word appearing in a context (usually a sentence). Sense’s definitions of the specific word, “Synset” definitions, the “Hypernymy” relation, and definitions of the context features (words in the same sentence) are retrieved from the WordNe...
متن کاملWord sense disambiguation of WordNet glosses
This paper presents a suite of methods and results for the semantic disambiguation of WordNet glosses. WordNet is a resource widely used in natural language processing and artificial intelligence. Intended and designed as a lexical database, WordNet exhibits some deficiencies when used as a knowledge base. By semantically disambiguating the words in the glosses, we add pointers from each word t...
متن کاملWord Sense Disambiguation using Statistical Models and WordNet
One of the main problems in Natural Language Processing is lexical ambiguity, words often have multiple lexical functionalities (i.e. they can have various parts-of-speech) or have several semantic meanings. Nowadays, the semantic ambiguity problem, most known as Word Sense Disambiguation, is still an open problem in this area. The accuracy of the different approaches for semantic disambiguatio...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Future Internet
سال: 2019
ISSN: 1999-5903
DOI: 10.3390/fi11050114