The dialog state tracking challenges are an effort to provide the research community with a framework to do comparable research by providing common testbeds and evaluation metrics.
Papers
- Williams, Jason, et al. “The dialog state tracking challenge.” Proceedings of the SIGDIAL 2013 Conference. 2013.
- Henderson, Matthew, Blaise Thomson, and Jason D. Williams. “The Second Dialog State Tracking Challenge.” SIGDIAL Conference. 2014.
- Overview paper: Henderson, Matthew, Blaise Thomson, and Jason D. Williams. “The third dialog state tracking challenge.” Spoken Language Technology Workshop (SLT), 2014 IEEE. IEEE, 2014.
- Kim, Seokhwan, et al. “The fourth dialog state tracking challenge.” Dialogues with Social Robots. Springer Singapore, 2017. 435-449