Shutong Feng
7 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π Renaissance Researcher (6)
π
Interdisciplinary Bridge
π₯
Unstoppable
(5)
β
The Questioner
Conferences
ACL (2)
EMNLP (2)
AAAI (1)
COLING (1)
ICML (1)
Top co-authors
Keywords
dialogue policy
(3)
large language model
(2)
task-oriented dialogue
(2)
reinforcement learning
(2)
zero-shot learning
(2)
speech recognition
(1)
dialogue state tracking
(1)
label noise
(1)
belief tracking
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
uncertainty estimation
(1)
noisy label
(1)
sample reweighting
(1)
dialogue system
(1)
loss rescaling
(1)
slot filling
(1)
knowledge injection
(1)
user simulator
(1)
dynamic architecture
(1)
Papers
Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling
AAAI 2025
CASE-Bench: Context-Aware SafEty Benchmark for Large Language Models
ICML 2025
Speech-based Slot Filling using Large Language Models
ACL 2024
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format
EMNLP 2023
ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?
ACL 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