Dialog state tracking \u2013 the process of updating the dialog state after each interaction with the user \u2013 is a key component of most dialog systems. Following a similar scheme to the fourth dialog state tracking challenge, this edition again focused on human-human dialogs, but introduced the task of cross-lingual adaptation of trackers. The challenge received a total of 32 entries from 9 research groups. In addition, several pilot track evaluations were also proposed receiving a total of 16 entries from 4 groups. In both cases, the results show that most of the groups were able to outperform the provided baselines for each task.<\/p>\n","protected":false},"excerpt":{"rendered":"
Dialog state tracking \u2013 the process of updating the dialog state after each interaction with the user \u2013 is a key component of most dialog systems. Following a similar scheme to the fourth dialog state tracking challenge, this edition again focused on human-human dialogs, but introduced the task of cross-lingual adaptation of trackers. 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