Jinggui Liang
6 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Learning Types · Machine Learning
(3)
Applications
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Reinforcement Learning
(1)
Core Methods
(1)
Methods
(1)
Models
(1)
Resources & Methods
(1)
Keywords
large language model
(4)
intent discovery
(2)
contrastive learning
(1)
reinforcement learning
(1)
transfer learning
(1)
cluster analysis
(1)
style transfer
(1)
weakly supervised learning
(1)
in-context learning
(1)
text generation
(1)
linguistic annotation
(1)
intent classification
(1)
natural language understanding
(1)
semantic alignment
(1)
prompt learning
(1)
uncertainty propagation
(1)
conversational agent
(1)
generalized category discovery
(1)
dialogue system
(1)
small language model
(1)
Papers
Colloquial Singaporean English Style Transfer with Fine-Grained Explainable Control
ACL 2025
IntentionFrame: A Semi-Structured, Multi-Aspect Framework for Fine-Grained Conversational Intention Understanding
EMNLP 2025
Actively Learn from LLMs with Uncertainty Propagation for Generalized Category Discovery
NAACL 2024
A Survey of Ontology Expansion for Conversational Understanding
EMNLP 2024
Synergizing Large Language Models and Pre-Trained Smaller Models for Conversational Intent Discovery
ACL 2024
ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery
EMNLP 2023