| Trippy: A triple copy strategy for value independent neural dialog state tracking M Heck, C van Niekerk, N Lubis, C Geishauser, HC Lin, M Moresi, ... arXiv preprint arXiv:2005.02877, 2020 | 233 | 2020 |
| Domain-independent user simulation with transformers for task-oriented dialogue systems H Lin, N Lubis, S Hu, C van Niekerk, C Geishauser, M Heck, S Feng, ... arXiv preprint arXiv:2106.08838, 2021 | 45 | 2021 |
| ChatGPT for zero-shot dialogue state tracking: A solution or an opportunity? M Heck, N Lubis, B Ruppik, R Vukovic, S Feng, C Geishauser, HC Lin, ... arXiv preprint arXiv:2306.01386, 2023 | 44 | 2023 |
| LAVA: Latent action spaces via variational auto-encoding for dialogue policy optimization N Lubis, C Geishauser, M Heck, H Lin, M Moresi, C van Niekerk, M Gašić arXiv preprint arXiv:2011.09378, 2020 | 39 | 2020 |
| Emowoz: A large-scale corpus and labelling scheme for emotion recognition in task-oriented dialogue systems S Feng, N Lubis, C Geishauser, H Lin, M Heck, C van Niekerk, M Gašić arXiv preprint arXiv:2109.04919, 2021 | 37 | 2021 |
| Convlab-3: A flexible dialogue system toolkit based on a unified data format Q Zhu, C Geishauser, H Lin, C van Niekerk, B Peng, Z Zhang, M Heck, ... arXiv preprint arXiv:2211.17148, 2022 | 23 | 2022 |
| GenTUS: Simulating user behaviour and language in task-oriented dialogues with generative transformers H Lin, C Geishauser, S Feng, N Lubis, C van Niekerk, M Heck, M Gašić arXiv preprint arXiv:2208.10817, 2022 | 23 | 2022 |
| Dynamic dialogue policy for continual reinforcement learning C Geishauser, C van Niekerk, N Lubis, M Heck, HC Lin, S Feng, M Gašić arXiv preprint arXiv:2204.05928, 2022 | 20 | 2022 |
| Robust dialogue state tracking with weak supervision and sparse data M Heck, N Lubis, C Niekerk, S Feng, C Geishauser, HC Lin, M Gašić Transactions of the Association for Computational Linguistics 10, 1175-1192, 2022 | 18 | 2022 |
| Emous: Simulating user emotions in task-oriented dialogues HC Lin, S Feng, C Geishauser, N Lubis, C van Niekerk, M Heck, B Ruppik, ... Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 14 | 2023 |
| Uncertainty measures in neural belief tracking and the effects on dialogue policy performance C van Niekerk, A Malinin, C Geishauser, M Heck, H Lin, N Lubis, S Feng, ... arXiv preprint arXiv:2109.04349, 2021 | 12 | 2021 |
| Dialogue term extraction using transfer learning and topological data analysis R Vukovic, M Heck, BM Ruppik, C van Niekerk, M Zibrowius, M Gašić arXiv preprint arXiv:2208.10448, 2022 | 8 | 2022 |
| Knowing what you know: Calibrating dialogue belief state distributions via ensembles C van Niekerk, M Heck, C Geishauser, HC Lin, N Lubis, M Moresi, ... arXiv preprint arXiv:2010.02586, 2020 | 8 | 2020 |
| From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue S Feng, N Lubis, B Ruppik, C Geishauser, M Heck, H Lin, C van Niekerk, ... arXiv preprint arXiv:2308.12648, 2023 | 7 | 2023 |
| What does the user want? information gain for hierarchical dialogue policy optimisation C Geishauser, S Hu, H Lin, N Lubis, M Heck, S Feng, C van Niekerk, ... 2021 IEEE automatic speech recognition and understanding workshop (ASRU …, 2021 | 6 | 2021 |
| CAMELL: Confidence-based Acquisition Model for Efficient Self-supervised Active Learning with Label Validation C van Niekerk, C Geishauser, M Heck, S Feng, H Lin, N Lubis, B Ruppik, ... arXiv preprint arXiv:2310.08944, 2023 | 4 | 2023 |
| Out-of-task training for dialog state tracking models M Heck, C van Niekerk, N Lubis, C Geishauser, HC Lin, M Moresi, ... arXiv preprint arXiv:2011.09379, 2020 | 4 | 2020 |
| Local topology measures of contextual language model latent spaces with applications to dialogue term extraction BM Ruppik, M Heck, C van Niekerk, R Vukovic, HC Lin, S Feng, ... arXiv preprint arXiv:2408.03706, 2024 | 3 | 2024 |
| Infusing emotions into task-oriented dialogue systems: Understanding, management, and generation S Feng, H Lin, C Geishauser, N Lubis, C van Niekerk, M Heck, B Ruppik, ... arXiv preprint arXiv:2408.02417, 2024 | 3 | 2024 |
| Learning with an Open Horizon in Ever-Changing Dialogue Circumstances C Geishauser, C van Niekerk, N Lubis, H Lin, M Heck, S Feng, B Ruppik, ... IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024 | 3 | 2024 |