Soyeon Caren Han
14 papers · 2021–2025 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (33) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (76)
🌈
Renaissance Researcher
(5)
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(10)
Deep Learning
(9)
Core Methods
(9)
Artificial Intelligence
(8)
Natural Language Processing
(8)
Applications · Natural Language Processing
(8)
Core AI · Artificial Intelligence
(8)
Architectures
(6)
Computer Vision
(5)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Computer Science
(2)
Applications · Computer Science
(2)
Core AI · Computer Vision
(2)
Keywords
multimodal learning
(6)
visual question answering
(4)
text classification
(3)
vision-language model
(2)
knowledge distillation
(2)
document understanding
(2)
hate speech detection
(2)
graph convolutional network
(2)
slot filling
(2)
information extraction
(2)
graph neural network
(2)
pre-trained language model
(2)
commonsense knowledge
(1)
named entity recognition
(1)
embedding learning
(1)
relation extraction
(1)
object detection
(1)
text-to-image generation
(1)
cross-modal retrieval
(1)
document parsing
(1)
Papers
3M-Game: Multi-Modal Multi-Task Multi-Teacher Learning for Game Event Detection (Student Abstract)
AAAI 2025
Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract)
AAAI 2025
VRD-IU: Lessons from Visually Rich Document Intelligence and Understanding
IJCAI 2025
MMVQA: A Comprehensive Dataset for Investigating Multipage Multimodal Information Retrieval in PDF-based Visual Question Answering
IJCAI 2024
PEACH: Pretrained-Embedding Explanation across Contextual and Hierarchical Structure
IJCAI 2024
In-Game Toxic Language Detection: Shared Task and Attention Residuals (Student Abstract)
AAAI 2023
DDI-MuG: Multi-aspect Graphs for Drug-Drug Interaction Extraction
EMNLP 2022
Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis
COLING 2022
GraDual: Graph-Based Dual-Modal Representation for Image-Text Matching
WACV 2022
K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment
COLING 2022
Understanding Attention for Vision-and-Language Tasks
COLING 2022
V-Doc: Visual Questions Answers With Documents
CVPR 2022
Vision-and-Language Pretrained Models: A Survey
IJCAI 2022
Bi-Directional Joint Neural Networks for Intent Classification and Slot Filling
Interspeech 2021