Dan John Velasco
9 papers · 2023–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
👥
Mega-Team · Legion
❓
The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Application Areas
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Applications
(2)
Architectures
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Resources & Methods
(2)
Computer Vision
(1)
Interdisciplinary
(1)
Keywords
low-resource language
(3)
noisy channel reranking
(2)
model scaling
(2)
machine translation
(2)
curriculum learning
(1)
visual question answering
(1)
sample efficiency
(1)
multilingual nlp
(1)
transfer learning
(1)
data augmentation
(1)
neural machine translation
(1)
multimodal learning
(1)
text complexity
(1)
multilingual pretraining
(1)
benchmark dataset
(1)
text simplification
(1)
dataset creation
(1)
vision-language model
(1)
benchmark suite
(1)
zero-shot learning
(1)
Papers
Beyond Repetition: Text Simplification and Curriculum Learning for Data-Constrained Pretraining
EMNLP 2025
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
ACL 2025
Rethinking the Role of Text Complexity in Language Model Pretraining
EMNLP 2025
Scaling, Simplification, and Adaptation: Lessons from Pretraining on Machine-Translated Text
EMNLP 2025
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
NeurIPS 2024
Samsung R&D Institute Philippines @ WMT 2024 Indic MT Task
EMNLP 2024
Samsung R&D Institute Philippines @ WMT 2024 Low-resource Languages of Spain Shared Task
EMNLP 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
EMNLP 2024
Towards Automatic Construction of Filipino WordNet: Word Sense Induction and Synset Induction Using Sentence Embeddings
AACL 2023