Steve Young
16 papers · 2007–2017 · 7 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15)
🧭
Keyword Pioneer
🤝
Dynamic Duo
(12)
📈
Trend Setter
💎
Century Club · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Generation
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Core Methods
(3)
Reinforcement Learning
(2)
Architectures
(2)
Methods
(2)
Models
(2)
Interdisciplinary
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Linguistics
(1)
Keywords
dialogue system
(3)
goal-oriented dialogue
(2)
word vector
(2)
neural network
(2)
dialogue state tracking
(2)
reinforcement learning
(2)
spoken language understanding
(2)
convolutional neural network
(1)
long short-term memory
(1)
end-to-end learning
(1)
user satisfaction
(1)
distributed representation
(1)
end-to-end training
(1)
dialogue policy
(1)
morphologically rich language
(1)
dialogue agent
(1)
inflectional morphology
(1)
end-to-end trainable dialogue system
(1)
neural network-based
(1)
wizard-of-oz framework
(1)
Papers
A Network-based End-to-End Trainable Task-oriented Dialogue System
EACL 2017
Domain-Independent User Satisfaction Reward Estimation for Dialogue Policy Learning
Interspeech 2017
Latent Intention Dialogue Models
ICML 2017
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules
ACL 2017
Neural Belief Tracker: Data-Driven Dialogue State Tracking
ACL 2017
PyDial: A Multi-domain Statistical Dialogue System Toolkit
ACL 2017
Conditional Generation and Snapshot Learning in Neural Dialogue Systems
EMNLP 2016
Counter-fitting Word Vectors to Linguistic Constraints
NAACL 2016
Exploiting Sentence and Context Representations in Deep Neural Models for Spoken Language Understanding
COLING 2016
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems
NAACL 2016
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems
ACL 2016
Multi-domain Dialog State Tracking using Recurrent Neural Networks
ACL 2015
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
EMNLP 2015
Phrase-Based Statistical Language Generation Using Graphical Models and Active Learning
ACL 2010
Agenda-Based User Simulation for Bootstrapping a POMDP Dialogue System
NAACL 2007
The Hidden Information State Dialogue Manager: A Real-World POMDP-Based System
NAACL 2007