Jingsheng Gao
9 papers · 2023–2025 · 4 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
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Research topics
Machine Learning
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types · Deep Learning
(4)
Applications
(3)
Techniques
(3)
Application Areas
(2)
Generation
(2)
Core Methods
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
few-shot learning
(4)
large language model
(2)
pre-trained language model
(2)
hierarchical text classification
(2)
domain adaptation
(1)
attention mechanism
(1)
reinforcement learning
(1)
overfitting mitigation
(1)
multimodal learning
(1)
response generation
(1)
prompt-based learning
(1)
prompt learning
(1)
document representation
(1)
reinforcement learning from human feedback
(1)
topic coherence
(1)
video analysis
(1)
language model
(1)
parameter-efficient tuning
(1)
dialogue generation
(1)
continual learning
(1)
Papers
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning
ACL 2025
SmartRAG: Jointly Learn RAG-Related Tasks From the Environment Feedback
ICLR 2025
TTE: Two Tokens Are Enough to Improve Parameter-Efficient Tuning
AAAI 2025
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification
IJCAI 2024
From Raw Video to Pedagogical Insights: A Unified Framework for Student Behavior Analysis
AAAI 2024
LAMM: Label Alignment for Multi-Modal Prompt Learning
AAAI 2024
Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification
ACL 2023
LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming
ACL 2023
SAE-NTM: Sentence-Aware Encoder for Neural Topic Modeling
ACL 2023