GH-832: fixes in logging and code redundancies #843
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This PR contains minor fixes on code style and redundancies.
It also simplifies the implementation of the logging in
ModelTrainerso that no dummySentenceis required to output the log header, making it easier to add new downstream task models.The PR also adds updated models for 'pos' and 'chunk' since the old models still used the long-deprecated
CharLMEmbeddingsclass (see #797).