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Portuguese text generation using factored language models
(SpringerGuildford, 2011)
As in many other natural language processing (NLP) fields, the use of statistical methods is now part of mainstream natural language generation (NLG). In the development of systems of this kind, however, there is the issue ...
Using Interpretive Semantics Techniques to Enhance Ontology Learning
(ITESO, 2021-06)
Using Interpretive Semantics Techniques to Enhance Ontology Learning
(ITESO, 2021-06)
Vector representation of texts applied to prediction models
(Universidade Federal de São CarlosUFSCarPrograma Interinstitucional de Pós-Graduação em Estatística - PIPGEsCâmpus São Carlos, 2020-03-09)
Natural Language Processing has gone through substantial changes over time. It was only recently that statistical approaches started receiving attention. The Word2Vec model is one of these. It is a shallow neural network ...
Semântica computacional com Wordnet
(2016-07)
Mathematical and computational studies of natural language has been advancing largely in the last decades, prompted by development on techniques and by practical applications. The semantical side is no exception, being ...
OntoMap: an ontology-based architecture to perform the semantic mapping between an interlingua and software components
(SPRINGER LONDON LTD, 2010)
This paper is about the use of natural language to communicate with computers. Most researches that have pursued this goal consider only requests expressed in English. A way to facilitate the use of several languages in ...
Training and intrinsic evaluation of lightweight word embeddings for the clinical domain in Spanish
(2022)
Resources for Natural Language Processing (NLP) are less numerous for languages different from English. In the clinical domain, where these resources are vital for obtaining new knowledge about human health and diseases, ...
A general process for the semantic annotation and enrichment of electronic program guides
(Springer Verlag, 2019)
Electronic Program Guides (EPGs) are usual resources aimed to inform the audience about the programming being transmitted by TV stations and cable/satellite TV providers. However, they only provide basic metadata about the ...
Aprendizado sem-fim de paráfrases
(Universidade Federal de São CarlosUFSCarPrograma de Pós-Graduação em Ciência da Computação - PPGCCCâmpus São Carlos, 2016-03-04)
Use different words to express/convey the same message is a necessity in any natural language and, as such, should be investigated in research in Natural Language Processing (NLP). When it is just a simple word, we say ...