Hierarchical Deep Learning Architecture For 10K Objects Classification
, 2015 Evolution of visual object recognition architectures based on Convolutional Neural Networks & Convolutional Deep Belief Networks paradigms has revolutionized artificial Vision Science.
Bedi, Amish Kumar +4 more
core +1 more source
Basic concepts and tools for the Toki Pona minimalist and constructed language: Wordnet synsets; analysis of the vocabulary; synthesis and syntax highlighting of texts. [PDF]
, 2017 Renato Fabbri +1 more
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Non-distributional Word Vector Representations
, 2015 Data-driven representation learning for words is a technique of central importance in NLP. While indisputably useful as a source of features in downstream tasks, such vectors tend to consist of uninterpretable components whose relationship to the ...
Dyer, Chris, Faruqui, Manaal
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A proposal for a shallow ontologization of WordNet [PDF]
, 2005 En este artículo se presenta el trabajo que se está realizando para la llamada ontologización superficial de WordNet, una estructura orientada a superar muchos de los problemas estructurales de la popular base de conocimiento léxico.
Atserias Batalla, Jordi +2 more
core
Mapping Persian Words to WordNet Synsets
International Journal of Interactive Multimedia and Artificial Intelligence, 2009 Lexical ontologies are one of the main resources for developing natural language processing and semantic web applications. Mapping lexical ontologies of different languages is very important for inter-lingual tasks. On the other hand mapping approaches can be implied to build lexical ontologies for a new language based on pre-existing resources of ...
Dehkharghani, Rahim +1 more
openaire +2 more sources
Watset: Automatic Induction of Synsets from a Graph of Synonyms
, 2017 Amazon;Apple;Baidu;et al.;Google ...
Ustalov, Dmitry +2 more
openaire +4 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
Medical WordNet: A new methodology for the construction and validation of information resources for consumer health [PDF]
, 2004 A consumer health information system must be able to comprehend both expert and non-expert medical vocabulary and to map between the two. We describe an ongoing project to create a new lexical database called Medical WordNet (MWN), consisting ...
Fellbaum, Christiane, Smith, Barry
core
The Influence of Text Pre-processing on Plagiarism Detection [PDF]
, 2011 This paper explores the influence of text preprocessing techniques on plagiarism detection. We examine stop-word removal, lemmatization,number replacement, synonymy recognition, and word generalization.
Ceska, Z, Fox, C
core
Determining Semantic Textual Similarity using Natural Deduction Proofs
, 2017 Determining semantic textual similarity is a core research subject in natural language processing. Since vector-based models for sentence representation often use shallow information, capturing accurate semantics is difficult.
Bekki, Daisuke +3 more
core +1 more source