Publications (27)
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
Lina M. Rojas Barahona, Milica Gasic, Nikola MrkÅ¡iÄ +4
Learning from Real Users: Rating Dialogue Success with Neural Networks for Reinforcement Learning in Spoken Dialogue Systems
Pei-Hao Su, David Vandyke, Milica Gasic +4
A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management
Iñigo Casanueva, PaweŠBudzianowski, Pei-Hao Su +6
Holographic constraints on Bjorken hydrodynamics at finite coupling
Brandon S. DiNunno, Sašo Grozdanov, Juan F. Pedraza +1
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
Pei-Hao Su, Milica Gasic, Nikola Mrksic +5
Statistical Modeling in Continuous Speech Recognition (CSR)(Invited Talk)
Steve Young
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
Nikola MrkÅ¡iÄ, Ivan VuliÄ, Diarmuid à Séaghdha +5
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic +4
The Non-SUSY Baryonic Branch: Soft Supersymmetry Breaking of N=1 Gauge Theories
Stephen Bennett, Elena Caceres, Carlos Nunez +2
KSwAGS: A Swift X-ray and UV Survey of the Kepler Field. I
Krista Lynne Smith, Patricia T. Boyd, Richard F. Mushotzky +6
Dialogue manager domain adaptation using Gaussian process reinforcement learning
Milica Gasic, Nikola Mrksic, Lina M. Rojas-Barahona +5
Counter-fitting Word Vectors to Linguistic Constraints
Nikola MrkÅ¡iÄ, Diarmuid à Séaghdha, Blaise Thomson +6
A Network-based End-to-End Trainable Task-oriented Dialogue System
Tsung-Hsien Wen, David Vandyke, Nikola Mrksic +5
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking
Tsung-Hsien Wen, Milica Gasic, Dongho Kim +4
Multi-domain Dialog State Tracking using Recurrent Neural Networks
Nikola MrkÅ¡iÄ, Diarmuid à Séaghdha, Blaise Thomson +5
Latent Intention Dialogue Models
Tsung-Hsien Wen, Yishu Miao, Phil Blunsom +1
Continuously Learning Neural Dialogue Management
Pei-Hao Su, Milica Gasic, Nikola Mrksic +5
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules
Ivan VuliÄ, Nikola MrkÅ¡iÄ, Roi Reichart +3
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic +3
Reward Shaping with Recurrent Neural Networks for Speeding up On-Line Policy Learning in Spoken Dialogue Systems
Pei-Hao Su, David Vandyke, Milica Gasic +3
Addressing Objects and Their Relations: The Conversational Entity Dialogue Model
Stefan Ultes, PaweŠBudzianowski, Iñigo Casanueva +5
Sample-efficient Actor-Critic Reinforcement Learning with Supervised Data for Dialogue Management
Pei-Hao Su, Pawel Budzianowski, Stefan Ultes +2
Reward-Balancing for Statistical Spoken Dialogue Systems using Multi-objective Reinforcement Learning
Stefan Ultes, PaweŠBudzianowski, Iñigo Casanueva +6
On the Stability of Non-Extremal Conifold Backgrounds with Sources
Elena Caceres, Steve Young
Conditional Generation and Snapshot Learning in Neural Dialogue Systems
Tsung-Hsien Wen, Milica Gasic, Nikola Mrksic +5
Neural Belief Tracker: Data-Driven Dialogue State Tracking
Nikola MrkÅ¡iÄ, Diarmuid à Séaghdha, Tsung-Hsien Wen +2
Nearly Zero-Shot Learning for Semantic Decoding in Spoken Dialogue Systems
Lina M. Rojas-Barahona, Stefan Ultes, Pawel Budzianowski +4