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Using unmarked contexts in nominal lexical semantic classification
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The Structure of the lexicon in the task of the automatic acquisition of lexical information
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In: TDX (Tesis Doctorals en Xarxa) (2015)
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Automatic lexical semantic classification of nouns ...
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Abstract:
The work we present here addresses cue-based noun classification in English and Spanish. Its main objective is to automatically acquire lexical semantic information by classifying nouns into previously known noun lexical classes. This is achieved by using particular aspects of linguistic contexts as cues that identify a specific lexical class. Here we concentrate on the task of identifying such cues and the theoretical background that allows for an assessment of the complexity of the task. The results show that, despite of the a-priori complexity of the task, cue-based classification is a useful tool in the automatic acquisition of lexical semantic classes. ... : 8 pages, 8 tables. Also available in UPF institutional repository (http://hdl.handle.net/10230/20420) ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://arxiv.org/abs/1303.1930 https://dx.doi.org/10.48550/arxiv.1303.1930
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Using qualia information to identify lexical semantic classes in an unsupervised clustering task ...
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Choosing which to use? A study of distributional models for nominal lexical semantic classification
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Towards the automatic classification of complex-type nominals
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Using qualia information to identify lexical semantic classes in an unsupervised clustering task
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Structure of lexicon in the automatic acquisition of lexical information [research data]
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Using unmarked contexts in nominal lexical semantic classification
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