论文标题
开发伊博语的通用情绪词典
Development of a General Purpose Sentiment Lexicon for Igbo Language
论文作者
论文摘要
在某些高资源语言中，有公共可用的通用情感词典，但资源低下的人数很少。这使得很难直接使用此类语言执行情感分析任务。这项工作的目的是为Igbo语言创建一个通用情绪词典，该词典可以确定用Igbo语言编写的文档的情感，而不必将其翻译成英语。所使用的材料是由刘自动翻译的词典，以及手动添加伊博本地单词。这项工作的结果是通用词典，称为igbosentilex。表演在BBC IGBO新闻频道上进行了测试。它与其他通用情感词典一起返回了95.75％的平均极性协议。
There are publicly available general purpose sentiment lexicons in some high resource languages but very few exist in the low resource languages. This makes it difficult to directly perform sentiment analysis tasks in such languages. The objective of this work is to create a general purpose sentiment lexicon for the Igbo language that can determine the sentiment of documents written in the Igbo language without having to translate it to the English language. The material used was an automatically translated lexicon by Liu and the manual addition of Igbo native words. The result of this work is a general purpose lexicon called IgboSentilex. The performance was tested on the BBC Igbo news channel. It returned an average polarity agreement of 95.75 percent with other general purpose sentiment lexicons.
