Milica Gasic
Heinrich-Heine-Universität Düsseldorf
H-index: 40
Europe-Germany
Top articles of Milica Gasic
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Learning with an Open Horizon in Ever-Changing Dialogue Circumstances | IEEE/ACM Transactions on Audio, Speech, and Language Processing | Christian Geishauser Carel van Niekerk Nurul Lubis Hsien-chin Lin Michael Heck | 2024/4/4 |
[TACL] Robust Dialogue State Tracking with Weak Supervision and Sparse Data | Michael Heck Nurul Lubis Carel van Niekerk Shutong Feng Christian Geishauser | 2023/7 | |
Speech-based Slot Filling using Large Language Models | arXiv preprint arXiv:2311.07418 | Guangzhi Sun Shutong Feng Dongcheng Jiang Chao Zhang Milica Gašić | 2023/11/13 |
ChatGPT for zero-shot dialogue state tracking: A solution or an opportunity? | arXiv preprint arXiv:2306.01386 | Michael Heck Nurul Lubis Benjamin Ruppik Renato Vukovic Shutong Feng | 2023/6/2 |
CAMELL: Confidence-based Acquisition Model for Efficient Self-supervised Active Learning with Label Validation | arXiv preprint arXiv:2310.08944 | Carel van Niekerk Christian Geishauser Michael Heck Shutong Feng Hsien-chin Lin | 2023/10/13 |
Affect recognition in conversations using large language models | arXiv preprint arXiv:2309.12881 | Shutong Feng Guangzhi Sun Nurul Lubis Chao Zhang Milica Gašić | 2023/9/22 |
From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue | arXiv preprint arXiv:2308.12648 | Shutong Feng Nurul Lubis Benjamin Ruppik Christian Geishauser Michael Heck | 2023/8/24 |
EmoUS: Simulating User Emotions in Task-Oriented Dialogues | Hsien-Chin Lin Shutong Feng Christian Geishauser Nurul Lubis Carel van Niekerk | 2023/7/19 | |
GenTUS: Simulating user behaviour and language in task-oriented dialogues with generative transformers | arXiv preprint arXiv:2208.10817 | Hsien-Chin Lin Christian Geishauser Shutong Feng Nurul Lubis Carel van Niekerk | 2022/8/23 |
Dialogue term extraction using transfer learning and topological data analysis | arXiv preprint arXiv:2208.10448 | Renato Vukovic Michael Heck Benjamin Matthias Ruppik Carel van Niekerk Marcus Zibrowius | 2022/8/22 |
Dynamic dialogue policy for continual reinforcement learning | arXiv preprint arXiv:2204.05928 | Christian Geishauser Carel van Niekerk Nurul Lubis Michael Heck Hsien-Chin Lin | 2022/4/12 |
Convlab-3: A flexible dialogue system toolkit based on a unified data format | arXiv preprint arXiv:2211.17148 | Qi Zhu Christian Geishauser Hsien-chin Lin Carel van Niekerk Baolin Peng | 2022/11/30 |
Report from the nsf future directions workshop on automatic evaluation of dialog: Research directions and challenges | Shikib Mehri Jinho Choi Luis Fernando D'Haro Jan Deriu Maxine Eskenazi | 2022/3/18 | |
Robust dialogue state tracking with weak supervision and sparse data | Transactions of the Association for Computational Linguistics | Michael Heck Nurul Lubis Carel van Niekerk Shutong Feng Christian Geishauser | 2022/11/7 |
Dialogue evaluation with offline reinforcement learning | arXiv preprint arXiv:2209.00876 | Nurul Lubis Christian Geishauser Hsien-Chin Lin Carel van Niekerk Michael Heck | 2022/9/2 |
Emowoz: A large-scale corpus and labelling scheme for emotion recognition in task-oriented dialogue systems | arXiv preprint arXiv:2109.04919 | Shutong Feng Nurul Lubis Christian Geishauser Hsien-chin Lin Michael Heck | 2021/9/10 |
Uncertainty measures in neural belief tracking and the effects on dialogue policy performance | arXiv preprint arXiv:2109.04349 | Carel van Niekerk Andrey Malinin Christian Geishauser Michael Heck Hsien-chin Lin | 2021/9/9 |
Domain-independent user simulation with transformers for task-oriented dialogue systems | arXiv preprint arXiv:2106.08838 | Hsien-chin Lin Nurul Lubis Songbo Hu Carel van Niekerk Christian Geishauser | 2021/6/16 |
What does the user want? information gain for hierarchical dialogue policy optimisation | Christian Geishauser Songbo Hu Hsien-chin Lin Nurul Lubis Michael Heck | 2021/12/13 | |
Actor-double-critic: Incorporating model-based critic for task-oriented dialogue systems | Yen-Chen Wu Bo-Hsiang Tseng Milica Gasic | 2020/11 |
Co-Authors
