Gasic, Milica
- A Network-based End-to-End Trainable Task-oriented Dialogue System
2016/04/15 by Tsung-Hsien Wen, David Vandyke, Wen, Tsung-Hsien +13 · 27 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
- 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 · 12 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
- Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking
2015/08/07 by Tsung-Hsien Wen, Wen, Tsung-Hsien, Milica Gašić +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
- Continuously Learning Neural Dialogue Management
2016/06/08 by Pei-Hao Su, Milica Gašić, Su, Pei-Hao +13 · 4 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
- Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy
2018/09/03 by Rojas-Barahona, Lina, Tseng, Bo-Hsiang, Dai, Yinpei +5 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
2015/08/07 by Wen, Tsung-Hsien, Gasic, Milica, Mrksic, Nikola +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
2017/07/01 by Pei-Hao Su, Su, Pei-Hao, Paweł Budzianowski +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
- Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems
2015/08/14 by Pei-Hao Su, Su, Pei-Hao, David Vandyke +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Topic Modeling
- Multi-domain Neural Network Language Generation for Spoken Dialogue Systems
2016/03/03 by Tsung-Hsien Wen, Milica Gašić, Wen, Tsung-Hsien +11 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #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, Barahona, Lina M. Rojas, Milica Gašić +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