Shizhou Huang
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
COLING (3)
NAACL (2)
AAAI (1)
EMNLP (1)
Top co-authors
Keywords
reinforcement learning
(2)
knowledge distillation
(2)
named entity recognition
(2)
multimodal learning
(2)
social media
(2)
weakly supervised learning
(1)
cross-grained distillation
(1)
in-context learning
(1)
social media analysis
(1)
information extraction
(1)
relevance detection
(1)
data splitting strategy
(1)
text summarization
(1)
weakly-supervised learning
(1)
graph transformer
(1)
heterogeneous graph
(1)
data splitting
(1)
sub-clause clue
(1)
multimodal named entity recognition
(1)
parameter efficient tuning
(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