Descoberta de Synsets Difusos com base na Redundância em vários Dicionários
Linguamática, 2015 Numa wordnet, conceitos são representados através de grupos de palavras, vulgarmente chamados de synsets, e cada pertença de uma palavra a um synset representa um diferente sentido dessa mesma palavra.
Fábio Santos, Hugo Gonçalo Oliveira
doaj
A Visual Distance for WordNet [PDF]
arXiv, 2018 Measuring the distance between concepts is an important field of study of Natural Language Processing, as it can be used to improve tasks related to the interpretation of those same concepts. WordNet, which includes a wide variety of concepts associated with words (i.e., synsets), is often used as a source for computing those distances.
arxiv
Interlinking Valency Frames and WordNet Synsets in the LiLa Knowledge Base of Linguistic Resources for Latin [PDF]
, 2021 Francesco Mambrini +3 more
openalex +1 more source
Synset-based dataset built by using semantic-based feature reduction techniques.
, 2022 María Novo-Lourés +5 more
openalex +4 more sources
assigning polarity automatically to the synsets of a wordnet like resource
, 2014 This article describes work towards the automatic creation of a conceptual polarity lexicon for Portuguese. For this purpose, we take advantage of a polarity lexicon based on single lemmas to assign polarities to the synsets of a wordnet-like resource.
Gonçalo Oliveira, Hugo +2 more
openaire +3 more sources
Automatic Synset Extraction from text documents using a Graph-Based Clustering Approach
International Journal of Information and Communication Technology Research, 2019 Semantic relations between words like synsets are used in automatic ontology production which is a strong tool in many NLP tasks. Synset extraction is usually dependent on other languages and resources using techniques such as mapping or translation. In
Mahsa Khorasani +2 more
doaj
Persian Wordnet Construction using Supervised Learning [PDF]
arXiv, 2017 This paper presents an automated supervised method for Persian wordnet construction. Using a Persian corpus and a bi-lingual dictionary, the initial links between Persian words and Princeton WordNet synsets have been generated. These links will be discriminated later as correct or incorrect by employing seven features in a trained classification system.
arxiv
Extending and Improving Wordnet via Unsupervised Word Embeddings [PDF]
arXiv, 2017 This work presents an unsupervised approach for improving WordNet that builds upon recent advances in document and sense representation via distributional semantics. We apply our methods to construct Wordnets in French and Russian, languages which both lack good manual constructions.1 These are evaluated on two new 600-word test sets for word-to-synset
arxiv
BhojpuriWordNet: Problems in Translating Hindi Synsets into Bhojpuri
, 2023 Imran Ali, Praveen Gatla
openalex +1 more source
Automatic Web Service Tagging Using Machine Learning and WordNet Synsets [PDF]
, 2011 The importancy of Web services comes from the fact that they are an important means to realize SOA applications. Their increasing popularity caused the emergence of a fairly huge number of services. Therefore, finding a particular service among this large service space can be a hard task.
Azmeh, Zeina +3 more
openaire +3 more sources