自主技术
摘要: 分词与词性标注
东西 总体来说,中文的分词和词性标注比英文要困难得多。这些困难主要体现在:歧义的情形(如“和服”、“产品和服务”、“东和服装”);未登录词的处理(如新 产品名、人名等专有名词);处理标准一致的判定(如“吃饭”和“洗澡”是当成一个词还是两个词)。在社会媒体中,中文的分词和词性标注包含了更多的挑战:
这些因素表明,网络语言中有很多传统的分词和词性标注程序不能处理的情形。 我们的分词和词性标注系统,针对这些社会媒体的特殊性行进了特别处理。 在现有公共分词和词性标注语料库的基础上,我们专门收集了大量的典型网络文章, 重新训练了分析和词性标注的语言模型。 因此,能够很好地处理很有“个性”的网络文章。
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