van Niekerk, Carel

1. ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format
   2022/11/30 by Qi Zhu, Christian Geishauser, Zhu, Qi +23 · 6 citations
   Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
2. GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers
   2022/08/23 by Lin, Hsien-Chin, Geishauser, Christian, Feng, Shutong +4 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?
   2023/06/02 by Heck, Michael, Lubis, Nurul, Ruppik, Benjamin +6 · 4 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems
   2021/06/16 by Lin, Hsien-chin, Lubis, Nurul, Hu, Songbo +5 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Infusing Emotions into Task-oriented Dialogue Systems: Understanding, Management, and Generation
   2024/08/05 by Feng, Shutong, Lin, Hsien-chin, Geishauser, Christian +6 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue\n Policy Optimization
   2020/11/18 by Nurul Lubis, Lubis, Nurul, Christian Geishauser +11 · 1 citation
   Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
7. What Does The User Want? Information Gain for Hierarchical Dialogue Policy Optimisation
   2021/09/15 by Geishauser, Christian, Hu, Songbo, Lin, Hsien-chin +5 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems
   2021/09/10 by Feng, Shutong, Lubis, Nurul, Geishauser, Christian +4 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. Post-Training Large Language Models via Reinforcement Learning from Self-Feedback
   2025/07/29 by van Niekerk, Carel, Vukovic, Renato, Ruppik, Benjamin Matthias +2 · 5 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. Local Topology Measures of Contextual Language Model Latent Spaces With Applications to Dialogue Term Extraction
    2024/08/07 by Ruppik, Benjamin Matthias, Heck, Michael, van Niekerk, Carel +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)