0. Child-robot Interaction
(NEW!) M. Sun, I. Leite, J. Lehman and B. Li, "Collaborative Storytelling with Children: A Feasibility Study". 16th ACM SIGCHI Interaction Design and Children Conference (IDC) 2017. [PRESS]
1. Multi-domain Dialog System
M. Sun, A. Pappu, YN. Chen, A. I. Rudnicky, "Weakly Supervised User Intent Detection for Multi-Domain Dialogues". (to appear) IEEE Workshop on Spoken Language Technology (SLT) 2016. [PDF] [BIB] [DATA & CODE]
YN. Chen, M. Sun, A. I. Rudnicky and Anatole Gershman, "Unsupervised User Intent Modeling by Feature-Enriched Matrix Factorization". IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2016. [PDF] [BIB]
M. Sun, YN. Chen and A. I. Rudnicky, "AppDialogue: Multi-App Dialogues for Intelligent Assistants". International Conference on Language Resources and Evaluation (LREC) 2016. [PDF] [BIB] [DATA]
M. Sun, YN. Chen and A. I. Rudnicky, "An Intelligent Assistant for High-Level Task Understanding". ACM Conference on Intelligent User Interfaces (IUI) 2016. [PDF] [BIB] [DEMO]
M. Sun, YN. Chen and A. I. Rudnicky, "Learning User Intentions Spanning Multiple Domains", Workshop on Smart Connected and Wearable Things (SCWT) 2016 [PDF]
YN. Chen, M. Sun and A. I. Rudnicky, "Towards Spoken Language Interfaces for Mobile Applications". CHI Workshop on Designing Speech and Language Interaction for Mobile and Wearable Computing (DSLI) 2016.
M. Sun, YN. Chen and A. I. Rudnicky, "HELPR: A Framework to Break the Barrier across Domains in Spoken Dialog Systems". International Workshop on Spoken Dialogue Systems (IWSDS) 2016.
M. Sun, YN. Chen and A. I. Rudnicky, "Understanding User's Cross-Domain Intentions in Spoken Dialog Systems". NIPS Workshop on Machine Learning for SLU and Interaction (NIPS-SLU) 2015. [PDF] [BIB]
YN. Chen, M. Sun, A. I. Rudnicky and Anatole Gershman, "Leveraging Behavioral Patterns of Mobile Applications for Personalized Spoken Language Understanding". International Conference on Multimodal Interaction (ICMI) 2015. [PDF] [BIB] [DATA]
2. Multi-modal & Multi-party Dialog Systems
A. Pappu, M. Sun, S. Sridharan and A. I. Rudnicky, "Situated Multiparty Interactions between Humans and Agents". HCII, 2013. [PDF] [BIB]
A. Pappu, M. Sun, S. Sridharan and A. I. Rudnicky, "Conversational Strategies for Robustly Managing Dialog in Public Spaces". European Chapter of the Association for Computational Linguistics (EACL) Dialog in Motion Workshop, 2014. [PDF] [BIB]
3. Out-of-vocabulary Learning
M. Sun, YN. Chen and A. I. Rudnicky, "Learning OOV through Semantic Relatedness in Dialog Systems". Interspeech, 2015. [PDF] [BIB]
L. Qin, M. Sun, A. I. Rudnicky, "System Combination for Out-of-vocabulary Word Detection", ICASSP, 2012. [PDF] [BIB]
L. Qin, M. Sun, A. I. Rudnicky, "OOV Detection and Recovery Using Hybrid Models with Different Fragments", Interspeech, 2011. [PDF] [BIB]
4. Adaptive Dialog Systems
M. Sun, A. I. Rudnicky, U. Winter "User Adaptation in Automotive Environments", AHFE, 2012
M.Sun and A. I. Rudnicky, "Spoken Dialog Systems Adaptation for Domains and for Users" in U. Winter. Design of Multimodal Mobile Interfaces.