Dan John Velasco
10 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer π Renaissance Researcher (6) π Conference Polyglot (5)
π
Cross-Pollinator
(14)
π₯
Mega-Team
(92)
ποΈ
Keyword Collector
(50)
π
Century Club
(10)
β
The Questioner
Conferences
EMNLP (6)
AACL (1)
ACL (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Research topics
Keywords
machine translation
(2)
low-resource language
(2)
model scaling
(2)
sample efficiency
(1)
curriculum learning
(1)
visual question answering
(1)
transfer learning
(1)
benchmark dataset
(1)
multilingual nlp
(1)
data augmentation
(1)
neural machine translation
(1)
multimodal learning
(1)
text complexity
(1)
multilingual pretraining
(1)
text simplification
(1)
dataset creation
(1)
benchmark suite
(1)
vision language model
(1)
vision-language model
(1)
zero-shot learning
(1)
Papers
Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia
ACL 2025
Scaling, Simplification, and Adaptation: Lessons from Pretraining on Machine-Translated Text
EMNLP 2025
Rethinking the Role of Text Complexity in Language Model Pretraining
EMNLP 2025
Beyond Repetition: Text Simplification and Curriculum Learning for Data-Constrained Pretraining
EMNLP 2025
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
NIPS 2024
SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
EMNLP 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
Towards Automatic Construction of Filipino WordNet: Word Sense Induction and Synset Induction Using Sentence Embeddings
AACL 2023
Towards Automatic Construction of Filipino WordNet: Word Sense Induction and Synset Induction Using Sentence Embeddings
IJCNLP 2023