Michael Heck

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 · 7 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. ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?
   2023/06/02 by Michael Heck, Heck, Michael, Nurul Lubis +15 · 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
3. LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue\n Policy Optimization
   2020/11/18 by Nurul Lubis, Lubis, Nurul, Christian Geishauser +11 · 2 citations
   Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
4. EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems
   2021/09/10 by Shutong Feng, Nurul Lubis, Feng, Shutong +11 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Speech and dialogue systems #Topic Modeling
5. Dynamic Dialogue Policy for Continual Reinforcement Learning
   2022/04/12 by Christian Geishauser, Carel van Niekerk, Geishauser, Christian +11 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems
6. What Does The User Want? Information Gain for Hierarchical Dialogue Policy Optimisation
   2021/09/15 by Christian Geishauser, Songbo Hu, Geishauser, Christian +13 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
7. Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding
   2024/08/05 by Renato Vukovic, Vukovic, Renato, David Arps +11 · 2 citations
   Computer Science · #Service-Oriented Architecture and Web Services #Semantic Web and Ontologies #Topic Modeling