Abstract: This paper presented our latest approaches for improving English part-of-speech tagging with a large tagset by using a log-linear model. We found that integration of multiple probability models log-linearly led to significant improvements on part-of-speec

Key words: Log-linear model, Maximum entropy, Natural language processing, Part-of-speech tagging