Shruti Bhosale
15 papers · 2013–2024 · 6 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (32) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Research topics
Natural Language Processing
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Deep Learning
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Machine Learning
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Applications
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Learning Types · Machine Learning
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Architectures
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Resources & Methods
(6)
Artificial Intelligence
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Core AI
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Optimization & Theory
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Learning Types · Deep Learning
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Core Methods
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Learning Paradigms · Machine Learning
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Keywords
machine translation
(6)
multilingual machine translation
(5)
neural machine translation
(5)
multilingual translation
(4)
mixture of expert
(3)
model compression
(3)
online learning
(2)
cross-lingual transfer
(2)
large language model
(2)
multilingual model
(2)
transformer model
(2)
curriculum learning
(2)
low-resource language
(2)
sparse model
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model scaling
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language modeling
(1)
few-shot learning
(1)
zero-shot learning
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natural language inference
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parameter sharing
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Papers
Effective Long-Context Scaling of Foundation Models
NAACL 2024
Toward Efficient Inference for Mixture of Experts
NeurIPS 2024
Causes and Cures for Interference in Multilingual Translation
ACL 2023
Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation
ACL 2023
Revisiting Machine Translation for Cross-lingual Classification
EMNLP 2023
Data Selection Curriculum for Neural Machine Translation
EMNLP 2022
Efficient Large Scale Language Modeling with Mixtures of Experts
EMNLP 2022
Few-shot Learning with Multilingual Generative Language Models
EMNLP 2022
Multilingual Machine Translation with Hyper-Adapters
EMNLP 2022
Tricks for Training Sparse Translation Models
NAACL 2022
BASE Layers: Simplifying Training of Large, Sparse Models
ICML 2021
Beyond English-Centric Multilingual Machine Translation
JMLR 2021
Facebook AI’s WMT21 News Translation Task Submission
EMNLP 2021
Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling
EMNLP 2020
Detecting Promotional Content in Wikipedia
EMNLP 2013