An Efficient Approach for Measuring Semantic Similarity Combining WordNet and Wikipedia
IEEE Access, 2020 The measurement of semantic similarity between concepts is an important research topic in natural language processing. In the past, several approaches for measuring the semantic similarity between concepts have been proposed based on WordNet or Wikipedia.
Fei Li +5 more
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Evaluating WordNet-based Measures of Lexical Semantic Relatedness
Computational Linguistics, 2006 The quantification of lexical semantic relatedness has many applications in NLP, and many different measures have been proposed. We evaluate five of these measures, all of which use WordNet as their central resource, by comparing their performance in ...
Graeme Hirst
exaly +2 more sources
Strategies for building wordnets for under-resourced languages: The case of African languages
Literator, 2017 The African Wordnet Project (AWN) aims at building wordnets for five African languages: Setswana, isiXhosa, isiZulu, Sesotho sa Leboa (also referred to as Sepedi or Northern Sotho) and Tshivenda.
Sonja E. Bosch, Marissa Griesel
doaj +3 more sources
Word Sense Disambiguation Using Cosine Similarity Collaborates with Word2vec and WordNet
Future Internet, 2019 Words have different meanings (i.e., senses) depending on the context. Disambiguating the correct sense is important and a challenging task for natural language processing.
Korawit Orkphol, Wu Yang
exaly +2 more sources
A new approach for query expansion using Wikipedia and WordNet [PDF]
Information Sciences, 2019 Hiteshwar Kumar Azad, Akshay Deepak
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Mapping wordnets from the perspective of inter-lingual equivalence
Cognitive Studies | Études cognitives, 2017 Mapping wordnets from the perspective of inter-lingual equivalence This paper explores inter-lingual equivalence from the perspective of linking two large lexico-semantic databases, namely the Princeton WordNet of English and the plWordnet (pl ...
Ewa Katarzyna Rudnicka +4 more
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A semantic approach for text clustering using WordNet and lexical chains
Expert Systems With Applications, 2015 Yonghe Lu
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The Arabic ontology – an Arabic wordnet with ontologically clean content [PDF]
Appl. Ontology, 2020 We present a formal Arabic wordnet built on the basis of a carefully designed ontology hereby referred to as the Arabic Ontology. The ontology provides a formal representation of the concepts that the Arabic terms convey, and its content was built with ...
Mustafa Jarrar
semanticscholar +1 more source
Aproximación al trasvase automático de predicados de FrameNet al español mediante WordNet
Revista de Lingüística y Lenguas Aplicadas, 2021 Dentro del procesamiento del lenguaje, los recursos lingüísticos son descripciones estructuradas y detalladas de una determinada lengua, esenciales a la hora de estudiar el lenguaje y crear aplicaciones.
Mario Crespo Miguel
doaj +1 more source
Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation [PDF]
Annual Meeting of the Association for Computational Linguistics, 2019 Contextual embeddings represent a new generation of semantic representations learned from Neural Language Modelling (NLM) that addresses the issue of meaning conflation hampering traditional word embeddings.
Daniel Loureiro, A. Jorge
semanticscholar +1 more source