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Performance of a Lexical and POS Tagger for Sanskrit

机译:用于梵语的词汇和POS标签的表现

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Due to the phonetic, morphological, and lexical complexity of Sanskrit, the automatic analysis of this language is a real challenge in the area of natural language processing. The paper describes a series of tests that were performed to assess the accuracy of the tagging program SanskritTagger. To our knowlegde, it offers the first reliable benchmark data for evaluating the quality of taggers for Sanskrit using an unrestricted dictionary and texts from different domains. Based on a detailed analysis of the test results, the paper points out possible directions for future improvements of statistical tagging procedures for Sanskrit.
机译:由于Sanskrit的语音,形态和词汇复杂性,这种语言的自动分析是自然语言处理领域的真正挑战。本文描述了一系列测试,以评估标记程序Sanskrittagger的准确性。对于我们的知识,它提供了第一种可靠的基准数据,用于使用来自不同域的不受限制的字典和文本来评估Sanskrit的标记器质量的可靠基准数据。基于对测试结果的详细分析,本文指出了未来改进梵语标记程序的可能指示。

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