"There's nothing interesting about the C.B.A.," said a Beijing restaurant owner and avid basketball fan named Zhai Jianming, who was echoing popular Chinese sentiment.
We propose a Chinese sentiment classification model on the concept of convolution control block (CCB).
In the following, we will introduce some sentiment frameworks briefly and offer a simple and practical criterion for Chinese sentiment annotation.
Although researchers have contributed much work in this field, it is still a bit difficult to apply it directly to Chinese sentiment annotation.
Based on the analysis of these models, and with an aim to improve Chinese sentiment annotation, we propose a simple and practical criterion (see Table 2) for Chinese sentiment annotation that will describe concepts such as emotion, evaluation, contextual polarity, prior polarity, and neutrality.
To improve sentiment analysis consequences, Xing Wu and Shaojian Zhu investigated the limitations of traditional sentiment analysis approaches and proposed an effective Chinese sentiment analysis approach based on emotion degree lexicon to obtain significant improvement in Chinese text [22].
So far, most of the works on Chinese sentiment analysis have been heavily relied on bag-of-word-alike paradigm which requires identifying wordhood as the pre-processing task.
As for valence information, the two major Chinese sentiment databases are Affective Lexicon Ontology (Xu et al. 2008) and Hownet (Dong and Dong 2006), both of which are constructed by automatic or semi-automatic techniques.
As the first scheme is very time-consuming and the second scheme cannot provide high-quality annotation, we chose the third scheme for our experiments, using existing Chinese sentiment lexicons to narrow the range of annotation and save on labor: 1. Hownet sentiment lexicon5 2.
On the streets of Japan, meanwhile, loudspeakers on rightists' trucks have been venting anti-Chinese sentiments, for once not quite out of touch with ordinary people's anger at the public humiliation inflicted by Beijing.
Anti-Chinese sentiments were apparent in the Independence Day speeches and demonstrations of 16 September 1910.
