Andrew Head
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird
👥
Mega-Team · Legion
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Core AI · Artificial Intelligence
(3)
Learning Types · Deep Learning
(3)
Machine Learning
(2)
Applications
(2)
Models
(2)
Understanding
(2)
Computer Vision
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Keywords
vision-language model
(2)
multimodal learning
(2)
image captioning
(1)
semantic analysis
(1)
text representation
(1)
code generation
(1)
synthetic data generation
(1)
instruction tuning
(1)
dataset collection
(1)
synthetic data
(1)
image understanding
(1)
masked language modeling
(1)
transformer encoder
(1)
image caption
(1)
fine-tuning dataset
(1)
semantic understanding
(1)
text-rich image
(1)
chart understanding
(1)
syntactic feature
(1)
pretraining data
(1)
Papers
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
CVPR 2025
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation
ACL 2025
Modeling Mathematical Notation Semantics in Academic Papers
EMNLP 2021
Document-Level Definition Detection in Scholarly Documents: Existing Models, Error Analyses, and Future Directions
EMNLP 2020