Daniel D’souza
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
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Mega-Team · Squad
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Research topics
Keywords
large language model
(3)
low-resource language
(2)
instruction fine-tuning
(2)
multilingual language model
(2)
synthetic data
(1)
scaling law
(1)
multilingual evaluation
(1)
multilingual model
(1)
inference scaling
(1)
multilingual llm
(1)
participatory research
(1)
inference compute
(1)
sampling strategies
(1)
multilingual instruction tuning
(1)
language coverage
(1)
win-rate evaluation
(1)
compute democratization
(1)
model selection
(1)
oracle teacher
(1)
sampling strategy
(1)
Papers
Multilingual Arbitration: Optimizing Data Pools to Accelerate Multilingual Progress
ACL 2025
When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs
EMNLP 2025
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
ACL 2024
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model
ACL 2024