Mrksic, Nikola

1. A Network-based End-to-End Trainable Task-oriented Dialogue System
   2016/04/15 by Tsung-Hsien Wen, Wen, Tsung-Hsien, David Vandyke +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
2. On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
   2016/05/24 by Pei-Hao Su, Milica Gašić, Su, Pei-Hao +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
3. 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
4. Continuously Learning Neural Dialogue Management
   2016/06/08 by Pei-Hao Su, Su, Pei-Hao, Milica Gašić +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
5. 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
6. 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
7. 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