Shizhou Huang
7 papers · 2022–2025 · 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
(15)
Venues
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Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Learning Types · Machine Learning
(4)
Applications
(3)
Core AI
(3)
Deep Learning
(2)
Application Areas
(2)
Understanding
(2)
Reinforcement Learning
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Resources & Methods
(1)
Keywords
knowledge distillation
(2)
named entity recognition
(2)
social media
(2)
multimodal learning
(2)
reinforcement learning
(2)
weakly supervised learning
(1)
in-context learning
(1)
social media analysis
(1)
information extraction
(1)
text summarization
(1)
graph transformer
(1)
parameter-efficient tuning
(1)
heterogeneous graph
(1)
data splitting
(1)
multimodal named entity recognition
(1)
emotion-cause pair extraction
(1)
annotation guideline
(1)
multimodal information extraction
(1)
social media post
(1)
data discriminator
(1)
Papers
A Graph Interaction Framework on Relevance for Multimodal Named Entity Recognition with Multiple Images
COLING 2025
GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition
AAAI 2025
MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts
NAACL 2025
Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge Disentanglement
NAACL 2024
MGCL: Multi-Granularity Clue Learning for Emotion-Cause Pair Extraction via Cross-Grained Knowledge Distillation
EMNLP 2024
MNER-MI: A Multi-image Dataset for Multimodal Named Entity Recognition in Social Media
COLING 2024
Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts
COLING 2022