Rank	Method	Area	Food	Joint	Price	Request	Paper	Year-Month
1	RNN	92	86	69	86	95.7		-
2	Neural belief tracker	90	84	73.4	94	96.5	Neural Belief Tracker: Data-Driven Dialogue State Tracking	2016-6
3	Liu et al.	90	84	72	92	-	Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems	2018-4
4	Zhong et al.	-	-	74.5	-	97.5	Global-Locally Self-Attentive Dialogue State Tracker	2018-5

Dialogue State Tracking on Second dialogue state tracking challenge

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Rank	Method	Area	Food	Joint	Price	Request	Paper title	Year
1	RNN	92	86	69	86	95.7
2	Neural belief tracker	90	84	73.4	94	96.5	Neural Belief Tracker: Data-Driven Dialogue State Tracking	2016
3	Liu et al.	90	84	72	92	-	Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems	2018
4	Zhong et al.	-	-	74.5	-	97.5	Global-Locally Self-Attentive Dialogue State Tracker	2018

Dialogue State Tracking on Second dialogue state tracking challenge Edit Add Remove