Milica Gašić
- MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for\n Task-Oriented Dialogue Modelling
2018/09/29 by Paweł Budzianowski, Budzianowski, Paweł, Tsung-Hsien Wen +11 · 55 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- A Network-based End-to-End Trainable Task-oriented Dialogue System
2016/04/15 by Tsung-Hsien Wen, David Vandyke, Wen, Tsung-Hsien +13 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech and dialogue systems #Topic Modeling
- Neural User Simulation for Corpus-based Policy Optimisation for Spoken\n Dialogue Systems
2018/05/17 by Florian Kreyssig, Iñigo Casanueva, Kreyssig, Florian +5 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (stat.ML) #Speech and dialogue systems #Topic Modeling
- 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
- On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
2016/05/24 by Pei-Hao Su, Su, Pei-Hao, Milica Gašić +13 · 7 citations
Computer Science · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
- 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
- Topology of Word Embeddings: Singularities Reflect Polysemy
2020/11/18 by Alexander Jakubowski, Milica Gašić, Jakubowski, Alexander +3 · 2 citations
Computer Science · #Topological and Geometric Data Analysis #Natural Language Processing Techniques #Topic Modeling
- Continuously Learning Neural Dialogue Management
2016/06/08 by Pei-Hao Su, Su, Pei-Hao, Milica Gašić +13 · 2 citations
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
- 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
- Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
2017/07/01 by Pei-Hao Su, Paweł Budzianowski, Su, Pei-Hao +7 · 1 citation
Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
- Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking
2015/08/07 by Tsung-Hsien Wen, Milica Gašić, Wen, Tsung-Hsien +11 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #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 · 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
- 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
- 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
- Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
2016/10/13 by Lina M. Rojas Barahona, Milica Gašić, Barahona, Lina M. Rojas +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Speech and dialogue systems #Topic Modeling
- 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