Shihan Wang
10 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Reinforcement Learning
(6)
Methods
(6)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Generation
(3)
Deep Learning
(2)
Applications Β· Natural Language Processing
(2)
Applications Β· Reinforcement Learning
(2)
Learning Types
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Applications Β· Data Science & Analytics
(1)
Architectures
(1)
Keywords
dialogue policy
(5)
deep reinforcement learning
(4)
reinforcement learning
(3)
task-oriented dialogue
(3)
representation learning
(2)
large language model
(2)
policy learning
(2)
curriculum learning
(2)
sentiment analysis
(1)
social media analysis
(1)
policy optimization
(1)
stance detection
(1)
evolutionary algorithm
(1)
deep learning
(1)
text mining
(1)
spurious correlation
(1)
hierarchical structure
(1)
exploration exploitation
(1)
episodic memory
(1)
text classification
(1)
Papers
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals
ACL 2025
Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration
EMNLP 2025
Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification
CoNLL 2025
Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping
EMNLP 2024
TaxoCritic: Exploring Credit Assignment in Taxonomy Induction with Multi-Critic Reinforcement Learning
COLING 2024
A Versatile Adaptive Curriculum Learning Framework for Task-oriented Dialogue Policy Learning
NAACL 2022
Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy
EMNLP 2021
METNet: A Mutual Enhanced Transformation Network for Aspect-based Sentiment Analysis
COLING 2020
PEDNet: A Persona Enhanced Dual Alternating Learning Network for Conversational Response Generation
COLING 2020
Public Sentiment on Governmental COVID-19 Measures in Dutch Social Media
EMNLP 2020