SeungWoo Song
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(3)
Natural Language Processing
(3)
Machine Learning
(2)
Core AI
(2)
Learning Types
(2)
Resources & Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Applications · Computer Vision
(1)
Applications · Natural Language Processing
(1)
Architectures
(1)
Learning Paradigms
(1)
Representation
(1)
Keywords
multi-task learning
(1)
natural language processing
(1)
visual question answering
(1)
graph representation learning
(1)
grammatical error correction
(1)
bilingual alignment
(1)
graph representation
(1)
graph embedding
(1)
language learning
(1)
knowledge graph
(1)
multimodal dataset
(1)
vision-language model
(1)
continual pre-training
(1)
parameter efficiency
(1)
automated essay scoring
(1)
multilingual model
(1)
multilingual language model
(1)
knowledge injection
(1)
layer-specific optimization
(1)
writing evaluation
(1)
Papers
ELO: Efficient Layer-Specific Optimization for Continual Pretraining of Multilingual LLMs
EACL 2026
Unified Automated Essay Scoring and Grammatical Error Correction
NAACL 2025
BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining
AAAI 2024
X-LLaVA: Optimizing Bilingual Large Vision-Language Alignment
NAACL 2024