Img

DSTC6

Dialog System Technology Challenges
Long Beach, USA, December 10, 2017

Accepted Papers

Track 1: End-to-End Goal Oriented Dialog Learning

Dialog System Technology Challenge 6 Overview of Track 1 - End-to-End Goal-Oriented Dialog Learning
Julien Perez, Y-Lan Boureau, Antoine Bordes

End-to-End Recurrent Entity Network for Entity-Value Independent Goal-Oriented Dialog Learning
Chien-Sheng Wu, Andrea Madotto, Genta Winata, Pascale Fung

Learning Dynamic Memory Network with Two Views
Chang-Uk Shin, Jeong-Won Cha

Modeling Conversations to Learn Responding Policies of E2E Task-oriented Dialog System
Ziwei Bai, Bo Yu, Guangyu Chen, Baoxun Wang, Zhuoran Wang

End-to-end memory networks with word-abstraction and contextual-numbering for goal oriented task
Asuka Sakai, Hongjie Shi, Takashi Ushio, Mitsuru Endo

End-to-End Goal Oriented Dialog Learning Based On Memory Network
Byoungjae Kim, KyungTae Chung, Jeongpil Lee, Jungyun Seo, Myoung-Wan Koo

Extended Hybrid Code Networks for DSTC6 FAIR Dialog Dataset
Jiyeon Ham, Soohyun Lim, Kee-Eung Kim

Quantized-Dialog Language Model for Goal-Oriented Conversational Systems
Chulaka Gunasekara, David Namahoo, Lazaros Polymenakos, Jatin Ganhotra, Kshitij Fadnis

Track 2: End-to-End Conversation Modeling

End-to-end Conversation Modeling Track in DSTC6
Chiori Hori, Takaaki Hori

A Knowledge Enhanced Generative Conversational Service Agent
Yinong Long, Jianan Wang, Zhen Xu, Zongsheng Wang, Baoxun Wang, Zhuoran Wang

The MSR-NLP System at Dialog System Technology Challenges 6
Michel Galley, Chris Brockett, Bill Dolan, Jianfeng Gao

Comparative Analysis of Word Embedding Methods for DSTC6 End-to-End Conversation Modeling Track
Bairong Zhuang, Wenbo Wang, Zhiyu Li, Chonghui Zheng, Takahiro Shinozaki

Sequence Adversarial Training and Minimum Bayes Risk Decoding for End-to-end Neural Conversation Models
Wen Wang, Yusuke Koji, Bret Harsham, Takaaki Hori, John Hershey

Track 3: Dialog Breakdown Detection

Overview of Dialogue Breakdown Detection Challenge 3
Ryuichiro Higashinaka, Kotaro Funakoshi, Michimasa Inaba, Yuiko Tsunomori, Tetsuro Takahashi, Nobuhiro Kaji

Dialogue Breakdown Detection based on Estimating Appropriateness of Topic Transition
Hiroaki Sugiyama

How Generic Can Dialogue Breakdown Detection Be? The KTH entry to DBDC3
Jose Lopes

End-to-end Character-Level Dialogue Breakdown Detection with External Memory Models
Atsushi Saito, Taichi Iki

Dialogue Breakdown Detection using Hierarchical Bi-Directional LSTMs
Zeying Xie, Guang Ling

RSL17BD at DBDC3: Computing Utterance Similarities based on Term Frequency and Word Embedding Vectors
Sosuke Kato, Tetsuya Sakai

Attention-based Dialog Embedding for Dialog Breakdown Detection
Chanyoung Park, Kyungduk Kim, Songkuk Kim

Dialogue Breakdown Detection Considering Annotation Biases
Junya Takayamy, Eriko Nomoto, Yuki Arase