| 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, ... Proceedings of the 21th Annual Meeting of the Special Interest Group on …, 2020 | 227 | 2020 |
| Feature optimized DPGMM clustering for unsupervised subword modeling: A contribution to zerospeech 2017 M Heck, S Sakti, S Nakamura 2017 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2017 | 60 | 2017 |
| 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 | 43 | 2023 |
| 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, ... Proceedings of the 22nd Annual Meeting of the Special Interest Group on …, 2021 | 43 | 2021 |
| Unsupervised linear discriminant analysis for supporting DPGMM clustering in the zero resource scenario M Heck, S Sakti, S Nakamura Procedia Computer Science 81, 73-79, 2016 | 43 | 2016 |
| 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 Proceedings of the 28th International Conference on Computational …, 2020 | 38 | 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 | 35 | 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 | 21 | 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 | 21 | 2022 |
| Supervised Learning of Acoustic Models in a Zero Resource Setting to Improve DPGMM Clustering. M Heck, S Sakti, S Nakamura INTERSPEECH, 1310-1314, 2016 | 19 | 2016 |
| 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 |
| 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 | 17 | 2022 |
| Iterative training of a DPGMM-HMM acoustic unit recognizer in a zero resource scenario M Heck, S Sakti, S Nakamura 2016 IEEE Spoken Language Technology Workshop (SLT), 57-63, 2016 | 14 | 2016 |
| The 2014 KIT IWSLT speech-to-text systems for English, German and Italian K Kilgour, M Heck, M Müller, M Sperber, S Stüker, A Waibel Proceedings of the 11th International Workshop on Spoken Language …, 2014 | 13 | 2014 |
| 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 |
| 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 | 11 | 2023 |
| Learning supervised feature transformations on zero resources for improved acoustic unit discovery M Heck, S Sakti, S Nakamura IEICE TRANSACTIONS on Information and Systems 101 (1), 205-214, 2018 | 11 | 2018 |
| Segmentation of telephone speech based on speech and non-speech models M Heck, C Mohr, S Stüker, M Müller, K Kilgour, J Gehring, QB Nguyen, ... Speech and Computer: 15th International Conference, SPECOM 2013, Pilsen …, 2013 | 11 | 2013 |
| The 2013 KIT IWSLT Speech-to-Text Systems for German and English K Kilgour, C Mohr, M Heck, QB Nguyen, E Shin, I Tseyzer, J Gehring, ... Proceedings of the 10th International Workshop on Spoken Language …, 2013 | 9 | 2013 |
| 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 |
Nurul LubisHeinrich Heine UniversityVerified email at hhu.de
