* THE FIFTH DIALOG STATE TRACKING CHALLENGE Seokhwan Kim, Luis Fernando D'Haro, Rafael E. Banchs, Jason D. Williams, Matthew Henderson, Koichiro Yoshino
* THE MSIIP SYSTEM FOR DIALOG STATE TRACKING CHALLENGE 5 Ying Su, Miao Li, Ji Wu, * NEURAL DIALOG STATE TRACKER FOR LARGE ONTOLOGIES BY ATTENTION MECHANISM Youngsoo Jang, Jiyeon Ham, Byung-Jun Lee, Youngjae Chang, Kee-Eung Kim * TRACKING DIALOG STATES USING AN AUTHOR-TOPIC BASED REPRESENTATION Richard Dufour, Mohamed Morchid, Titouan Parcollet * DIALOG STATE TRACKING WITH ATTENTION-BASED SEQUENCE-TO-SEQUENCE LEARNING Takaaki Hori, Hai Wang, Chiori Hori, Shinji Watanabe, Bret Harsham, Jonathan Le Roux, John Hershey, Yusuke Koji, Yi Jing, Zhaocheng Zhu, Takeyuki Aikawa * A MULTICHANNEL CONVOLUTIONAL NEURAL NETWORK FOR CROSS-LANGUAGE DIALOG STATE TRACKING Hongjie Shi, Takashi Ushio, Mitsuru Endo, Katsuyoshi Yamagami, Noriaki Horii
* RECURRENT CONVOLUTIONAL NEURAL NETWORKS FOR STRUCTURED SPEECH ACT TAGGING Takashi Ushio, Hongjie Shi, Mitsuru Endo, Katsuyoshi Yamagami, Noriaki Horii * LSTM ENCODER-DECODER FOR DIALOGUE RESPONSE GENERATION Zhenlong Yu, Caixia Yuan, Xiaojie Wang, Guohua Yang