Nurul Lubis
8 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(22)
❓
The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Core AI
(5)
Natural Language Processing
(4)
Generation
(3)
Learning Paradigms · Artificial Intelligence
(3)
Reinforcement Learning
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Methods
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
dialogue policy
(4)
reinforcement learning
(3)
dialogue system
(2)
belief tracking
(2)
transfer learning
(2)
zero-shot learning
(2)
task-oriented dialogue
(2)
label noise
(1)
state estimation
(1)
variational autoencoder
(1)
latent space
(1)
uncertainty estimation
(1)
noisy label
(1)
sample reweighting
(1)
loss rescaling
(1)
end-to-end dialogue
(1)
user simulator
(1)
dialog state tracking
(1)
dynamic architecture
(1)
zero-shot performance
(1)
Papers
Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling
AAAI 2025
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?
ACL 2023
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format
EMNLP 2023
Dynamic Dialogue Policy for Continual Reinforcement Learning
COLING 2022
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance
EMNLP 2021
Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles
EMNLP 2020
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization
COLING 2020
Out-of-Task Training for Dialog State Tracking Models
COLING 2020