Shutong Feng
7 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
🔥
Unstoppable · Bronze
❓
The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Natural Language Processing
(5)
Core AI
(5)
Machine Learning
(3)
Generation
(3)
Resources & Methods
(3)
Reinforcement Learning
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types
(2)
Methods
(2)
Deep Learning
(1)
Speech & Audio
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
dialogue policy
(3)
large language model
(3)
reinforcement learning
(2)
zero-shot learning
(2)
task-oriented dialogue
(2)
speech recognition
(1)
dialogue state tracking
(1)
label noise
(1)
belief tracking
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
human value
(1)
uncertainty estimation
(1)
noisy label
(1)
sample reweighting
(1)
dialogue system
(1)
loss rescaling
(1)
slot filling
(1)
knowledge injection
(1)
contextual integrity
(1)
Papers
CASE-Bench: Context-Aware SafEty Benchmark for Large Language Models
ICML 2025
Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling
AAAI 2025
Speech-based Slot Filling using Large Language Models
ACL 2024
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