... unlabeled data and its automatic Chinese translation, and vice versa. Although not as significant as those with parallel data, we can still obtain improvements using the pseudo-parallel data, ... Banea, Rada Mihalcea, and Janyce Wiebe. 2010. Multilingual subjectivity: Are more languages better? In Proceedings of COLING’10. Carmen Banea, Rada Mihalcea, Janyce Wiebe, and Samer Hassan. ... labeled data, with and without the unlabeled parallel data. From Figure 5 for setting 1, we can see that the translated data can be helpful given the labeled data and even the unlabeled data,...