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首页> 外文会议>9th International conference on language resources and evaluation >Choosing which to use? A study of distributional models for nominal lexical semantic classification
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Choosing which to use? A study of distributional models for nominal lexical semantic classification

机译：选择哪个？标称词汇语义分类分配模型研究

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摘要

This paper empirically evaluates the performances of different state-of-the-art distributional models in a nominal lexical semantic classification task. We consider models that exploit various types of distributional features, which thereby provide different representations of nominal behavior in context The experiments presented in this work demonstrate the advantages and disadvantages of each model considered. This analysis also considers a combined strategy that we found to be capable of leveraging the bottlenecks of each model, especially when large robust data is not available.
机译：本文在标称词汇语义分类任务中凭经验评估了不同最先义的分布模型的性能。我们考虑利用各种类型的分布特征的模型，从而在本工作中提供的实验中提供的实验证明了考虑的各种模型的优点和缺点。此分析还考虑了我们发现能够利用每个模型的瓶颈的组合策略，特别是当没有大型强大数据时。

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