Vinh Q. Tran
8 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Mega-Team · Squad
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Deep Learning
(5)
Core AI
(5)
Machine Learning
(4)
Natural Language Processing
(3)
Architectures
(3)
Learning Paradigms
(3)
Resources & Methods
(3)
Application Areas
(2)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
continual learning
(1)
zero-shot learning
(1)
sample efficiency
(1)
multi-task learning
(1)
transfer learning
(1)
knowledge distillation
(1)
in-context learning
(1)
cross-lingual transfer
(1)
language model reasoning
(1)
language modeling
(1)
document retrieval
(1)
synthetic data generation
(1)
language model
(1)
weak-to-strong learning
(1)
next-token prediction
(1)
evaluation benchmark
(1)
gradient-based tokenization
(1)
subword tokenization
(1)
chain-of-thought prompting
(1)
language generation
(1)
Papers
BIG-Bench Extra Hard
ACL 2025
Smaller, Weaker, Yet Better: Training LLM Reasoners via Compute-Optimal Sampling
ICLR 2025
Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts?
NAACL 2025
Fractal Patterns May Illuminate the Success of Next-Token Prediction
NeurIPS 2024
DSI++: Updating Transformer Memory with New Documents
EMNLP 2023
UL2: Unifying Language Learning Paradigms
ICLR 2023
Charformer: Fast Character Transformers via Gradient-based Subword Tokenization
ICLR 2022
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
ICLR 2022