Incorporation of Contextual Information into BERT for Dialog Act Classification in Japanese

Recently developed Bidirectional Encoder Representations from Transformers (BERT) outperforms the state-of-the-art in many natural language processing tasks in English. Although contextual information is known to be useful for dialog act classification, fine-tuning BERT with contextual information has not been investigated, especially in head final languages such as Japanese. This paper investigat...