Publications
Learning with an Open Horizon in Ever-Changing Dialogue Circumstances
C. Geishauser, C. van Niekerk, N. Lubis, H-C. Lin, M. Heck, S. Feng, B. Ruppik, R. Vukovic, and M. Gašić
Published in IEEE Transactions on Audio, Speech, and Language Processing
ConvLab-3: A Flexible Dialogue System Toolkit based on a Unified Format
Q. Zhu, C. Geishauser, H-C. Lin, C. van Niekerk, B. Peng, Z. Zhang, M. Heck, N. Lubis, D. Wan, X. Zhu, J. Gao, M. Gašić, and M. Huang
Published at EMNLP 23
Dynamic Dialogue Policy for Continual Reinforcement Learning
C. Geishauser, C. van Niekerk, H-C. Lin, N. Lubis, M. Heck, S. Feng and M. Gašić
Published at COLING 2022.
Robust Dialogue State Tracking with Weak Supervision and Sparse Data
M. Heck, N. Lubis, C. van Niekerk, S. Feng, C. Geishauser, H-C. Lin and M. Gašić
Published in TACL 2022.
Dialogue Evaluation with Offline Reinforcement Learning
N. Lubis, C. Geishauser, H-C. Lin, C. van Niekerk, M. Heck, S. Feng and M. Gašić
Published at SIGDIAL 2022.
H.-C. Lin, C. Geishauser, S. Feng, N. Lubis, C. van Niekerk, M. Heck and M. Gašić
Published at SIGDIAL 2022.
S. Feng, N. Lubis, C. Geishauser, H-C. Lin, M. Heck, C. van Niekerk and M. Gašić
Published at LREC 2022.
What Does The User Want? Information Gain for Hierarchical Dialogue Policy Optimisation
C. Geishauser, S. Hu, H.-C. Lin, N. Lubis, M. Heck, S. Feng, C. van Niekerk and M. Gašić
Published in IEEE ASRU 2021.
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance
C. van Niekerk, A. Malinin, C. Geishauser, M. Heck, H-C. Lin, N. Lubis, S. Feng and M. Gašić
Published at EMNLP 2021.
TripPy: A Triple Copy Strategy for Value Independent Neural Dialog State Tracking
M. Heck, C. van Niekerk, N. Lubis, C. Geishauser, H-C. Lin, M. Moresi and M. Gašić
Published at SIGDIAL 2020