Vinh Tran
9 papers · 2021–2023 · 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
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(27)
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The Questioner
(2)
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(7)
Natural Language Processing
(5)
Architectures
(5)
Artificial Intelligence
(4)
Core AI
(4)
Application Areas
(3)
Applications
(3)
Core Methods
(3)
Learning Types
(3)
Optimization & Theory · Machine Learning
(3)
Optimization & Theory · Deep Learning
(3)
Resources & Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Keywords
generative retrieval
(2)
large language model
(2)
transformer model
(2)
information retrieval
(2)
dual encoder
(2)
scaling law
(2)
nearest neighbor search
(1)
text generation
(1)
text classification
(1)
natural language understanding
(1)
efficient computing
(1)
early exit
(1)
document retrieval
(1)
document ranking
(1)
attention mechanism
(1)
language model
(1)
inductive bia
(1)
model architecture
(1)
adaptive computation
(1)
gradient boosting
(1)
Papers
How Does Generative Retrieval Scale to Millions of Passages?
EMNLP 2023
Recommender Systems with Generative Retrieval
NeurIPS 2023
Scaling Laws vs Model Architectures: How does Inductive Bias Influence Scaling?
EMNLP 2023
Transcending Scaling Laws with 0.1% Extra Compute
EMNLP 2023
Confident Adaptive Language Modeling
NeurIPS 2022
Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification
EMNLP 2022
Transformer Memory as a Differentiable Search Index
NeurIPS 2022
AgreeSum: Agreement-Oriented Multi-Document Summarization
ACL 2021
Dictionary-Guided Scene Text Recognition
CVPR 2021