Accepted Papers:

 

1.          Matrix Factorization with Domain Knowledge and Behavioral Patterns for Intent Modeling. Yun-Nung Chen, Ming Sun and Alexander Rudnicky. 

2.          Detecting Interrogative Utterances with Recurrent Neural Networks. Junyoung Chung, Jacob Devlin and Hany Hassan (best paper)

3.          Speech-Based Topological Map Estimation in a Simulated Search and Rescue Environment. Saeid Mokaram Ghotoorlar and Roger K. Moore

4.          Learning Bidirectional Intent Embeddings by Convolutional Deep Structured Semantic Models for Spoken Language Understanding. Yun-Nung Chen, Dilek Hakkani-Tur and Xiaodong He

5.          Multi-agent learning in multi-domain spoken dialogue systems. Milica Gasic, Nikola Mrksic, Lina Rojas-Barahona, Pei-Hao Su, David Vandyke and Tsung-Hsien Wen

6.          Text-Based Speaker Identification For Multi-Participant Open-Domain Dialogue Systems. Iulian Vlad Serban and Joelle Pineau

7.          Toward Multi-domain Language Generation using Recurrent Neural Networks. Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic, Lina M. Rojas-Barahona, Pei-Hao Su, David Vandyke and Steve Young

8.            Attention with Intention for a Neural Network Conversation Model. Kaisheng Yao and Geoffrey Zweig

9.            Understanding User's Cross-Domain Intentions in Spoken Dialog Systems. Ming Sun, Yun-Nung Chen and Alexander Rudnicky

10.          Hybrid Dialog State Tracker. Miroslav Vodolán, Rudolf Kadlec and Jan Kleindienst

11.          Improved Deep Learning Baselines for Ubuntu Corpus Dialogs. Rudolf Kadlec, Martin Schmid and Jan Kleindienst (best paper)

12.          Exploring the use of Attention-Based Recurrent Neural Networks For Spoken Language Understanding. Edwin Simonnet, Nathalie Camelin, Paul Deléglise and Yannick Estève

13.          Lexical embedding adaptation for open-domain spoken language understanding. Jeremie Tafforeau, Frederic Bechet, Benoit Favre and Thierry Artieres (best paper)

14.          Content-based automated assessment of non-native spoken language proficiency in a simulated conversation. Keelan Evanini, Sandeep Singh, Anastassia Loukina, Xinhao Wang and Chong Min Lee

15.          Incorporating Unstructured Textual Knowledge Sources into Neural Dialogue Systems. Ryan Lowe, Nissan Pow, Iulian Serban, Laurent Charlin and Joelle Pineau

16.          Convolutional Neural Network Based Semantic Tagging with Entity Embeddings. Asli Celikyilmaz and Dilek Hakkani-Tur

17.          Long-Term Context Awareness in a Conversational Agent: a Recurrent Neural Approach. Juan Huerta

18.          Recurrent Neural Network Structured Output Prediction for Spoken Language Understanding. Bing Liu and Ian Lane

19.          Context Sensitive Spoken Language Understanding using Role Dependent LSTM layers. Chiori Hori, Takaaki Hori, Shinji Watanabe and John Hershey