Gašić, Milica
- MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for\n Task-Oriented Dialogue Modelling
2018/09/29 by Paweł Budzianowski, Tsung-Hsien Wen, Budzianowski, Paweł +11 · 69 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format
2022/11/30 by Qi Zhu, Zhu, Qi, Christian Geishauser +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
- GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers
2022/08/23 by Hsien-chin Lin, Christian Geishauser, Lin, Hsien-Chin +11 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?
2023/06/02 by Michael Heck, Nurul Lubis, Heck, Michael +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
- 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 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Speech and dialogue systems #Topic Modeling
- Topology of Word Embeddings: Singularities Reflect Polysemy
2020/11/18 by Alexander Jakubowski, Jakubowski, Alexander, Milica Gašić +3 · 2 citations
Computer Science · #Topological and Geometric Data Analysis #Natural Language Processing Techniques #Topic Modeling
- 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
- Affect Recognition in Conversations Using Large Language Models
2023/09/22 by Shutong Feng, Feng, Shutong, Guangzhi Sun +8 · 3 citations
Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Mental Health via Writing
- LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue\n Policy Optimization
2020/11/18 by Nurul Lubis, Christian Geishauser, Lubis, Nurul +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
- Counter-fitting Word Vectors to Linguistic Constraints
2016/03/02 by Mrkšić, Nikola, Séaghdha, Diarmuid Ó, Thomson, Blaise +6 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Uncertainty Estimates for Efficient Neural Network-based Dialogue Policy Optimisation
2017/11/30 by Tegho, Christopher, Budzianowski, Paweł, Gašić, Milica · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing
2018/07/17 by Ramadan, Osman, Budzianowski, Paweł, Gašić, Milica · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- Infusing Emotions into Task-oriented Dialogue Systems: Understanding, Management, and Generation
2024/08/05 by Shutong Feng, Feng, Shutong, Hsien-chin Lin +15 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems
- 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
- 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
- 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)
- Dialogue Ontology Relation Extraction via Constrained Chain-of-Thought Decoding
2024/08/05 by Renato Vukovic, David Arps, Vukovic, Renato +11 · 2 citations
Computer Science · #Service-Oriented Architecture and Web Services #Semantic Web and Ontologies #Topic Modeling