David Vandyke
14 papers · 2015–2024 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18)
🧭
Keyword Pioneer
📈
Trend Setter
💎
Century Club · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Natural Language Processing
(6)
Generation
(6)
Deep Learning
(5)
Artificial Intelligence
(4)
Models
(4)
Machine Learning
(3)
Architectures
(3)
Learning Types · Machine Learning
(3)
Core AI
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Understanding
(1)
Keywords
dialogue system
(3)
text generation
(3)
neural network
(2)
natural language generation
(1)
response generation
(1)
sentence compression
(1)
text summarization
(1)
task-oriented dialogue
(1)
natural language understanding
(1)
generative model
(1)
latent variable
(1)
language model
(1)
end-to-end learning
(1)
end-to-end training
(1)
goal-oriented dialogue
(1)
response diversity
(1)
controlled generation
(1)
data-to-text generation
(1)
task-oriented dialog
(1)
dialog system
(1)
Papers
TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles
ACL 2024
Prompting for a conversation: How to control a dialog model?
COLING 2022
Keep the Primary, Rewrite the Secondary: A Two-Stage Approach for Paraphrase Generation
ACL 2021
Non-Autoregressive Text Generation with Pre-trained Language Models
EACL 2021
Plan-then-Generate: Controlled Data-to-Text Generation via Planning
EMNLP 2021
A Generative Model for Joint Natural Language Understanding and Generation
ACL 2020
A Network-based End-to-End Trainable Task-oriented Dialogue System
EACL 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
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