Lexical and semantic classification
Visualisation and Exploration of High Dimensional Distributional Features in Lexical Semantic Classification
... 5. Conclusion We presented a novel interactive tool to visualise and explore high-dimensional distributional features in lexical semantic classification. The tool provides a visual overview that ...
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Choosing which to use? A study of distributional models for nominal lexical semantic classification
... It is also noted that although DM performs on par with other models, it is a general model, thus its parameters are not modified for any specific task which can result in a less ac- curate performance when considering ...
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Automatic lexical semantic classification of nouns
... for classification has problems because low frequency evidence is ...class. Classification results depend on the identification of these contexts, but also on their availability with the word to classify, ...
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Extended Lexical Semantic Classification of English Verbs
... utilizing lexical-semantic ...verb classification, which incorporates 57 novel classes and 106 diathesis alternations for verbs not covered comprehensively by ...the classification could be ...
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Extended Lexical-Semantic Classification of English Verbs
... When constructing novel diathesis alternations, we took as a starting point the subcategorization classification of Briscoe (2000). This fairly comprehensive classifica- tion incorporates 163 different ...
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Using unmarked contexts in nominal lexical semantic classification
... These examples are considerably different from those discussed in Section 6.1, as these are far from being cases of silence. In fact, the EVT noun consolidation occurs 312 times in the corpus and 317 times in marked ...
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Integrating Distributional and Lexical Information for Semantic Classification of Words using MRMF
... We have compiled a second, similar but much larger dataset from the Eurovoc Thesaurus (Office for Official Publications of the European Communities, 1995). Eurovoc is a multilingual thesaurus developed by the European ...
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Adjectives in the Dutch Semantic Lexical Database CORNETTO
... the semantic structures of RBN’s Lexical Units and DWN’s synsets by automatic alignment, followed by manual ...further classification of adjectives was needed. From the various classification ...
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Leveraging Lexical-Semantic Knowledge for Text Classification Tasks
... text classification, we refer to the supervised text classification, ...manual classification step is very important for the classification performance, as the errors in it would propagate ...
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UMCC DLSI: Semantic and Lexical features for detection and classification Drugs in biomedical texts
... We accomplished an extensive set of experiments in order to select the best classifier. All algorithms implemented in WEKA, except those that were designed specifically for a regression task, were tried. In each case we ...
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Question Classification: Using Support Vector Machine and Lexical, Semantic and Sytactic Features
... question classification that mark it from the common ...question classification can be also see as a case study is take semantic information to text ...use lexical semantic information ...
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EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks
... discourse classification, and so forth. Lexical semantic relations among words or concepts are important parts of knowledge encoded in ...of lexical semantic relations for WordNets or ...
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DYNAMIC STUDY OF VOCABULARY OF THE RUSSIAN LANGUAGE: THE PROBLEM OF IDENTIFICATION AND CLASSIFICATION OF LEXICAL-SEMANTIC PARADIGMS
... the lexical- semantic, and grammatical level of language: morphemic, derivational, morphological and syntactic are closely «intertwined» and con- stantly interact in the structure and semantics of its ...
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Lexical and Semantic Features for Cross lingual Text Reuse Classification: an Experiment in English and Latin Paraphrases
... of classification for cross- lingual ...a classification task for historical languages when the investigated data sets share similar features, such as structural ...
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Combining dependency information and generalization in a pattern-based approach to the classification of lexical-semantic relation instances
... the classification of word pairs as instances of lexical-semantic ...The classification is approached by leveraging patterns of co-occurrence contexts from corpus ...the classification ...
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Interchanging lexical resources on the Semantic Web
... offline lexical resources, in particular from the Lexical Markup Framework (ISO-24613:2008) (Francopoulo et ...align lexical resources by the ISOcat (Kemps-Snijders et ...of lexical and ...
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The Semantic Atlas: an Interactive Model of Lexical Representation
... hierarchical classification but on a geometrical model generated automatically and statistically which assigns vectors to cliques rather than words and therefore provides representation of word meaning based on ...
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Frame Semantic Enhancement of Lexical Semantic Resources
... identified lexical units appropriate to FrameNet frames that have not yet been incorporated into FrameNet, ...the semantic rep- resentations in ...evoking lexical units from scratch re- quires more ...
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Semantic fieldwork and lexical universals
... In short, the interpretation that hói and hoí are polysemous as we have proposed (i.e. hói ONE or LITTLE~FEW or SMALL; hoí TWO or ‘some, not many’) is an interpretation that makes sense. It is a coherent and viable ...
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Using a Weighted Semantic Network for Lexical Semantic Relatedness
... the semantic relatedness of words, and will con- tribute more than any relations of the class Hyper- ...seven semantic categories that we defined, their corresponding weight, and the WordNet relations they ...
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