id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
dad-10729	Williams, Jason D. ; Raux, Antoine ; Henderson, Matthew 	The Dialog State Tracking Challenge Series: A Review	2016	30	.pdf	application/pdf	13628	760	64	3.3 Discriminative models for dialog state tracking In contrast to generative models, discriminative approaches to dialog state tracking compute scores for dialog states with discriminatively trained conditional models of the form b′(s′) Dialog state tracking in situated environments – for example, robots or embodied agents – is also out of scope for this review, but it is noted that dialog state tracking is also used in this setting (Bohus and Horvitz, 2009;	cache/dad-10729.pdf	txt/dad-10729.txt