Anna Sun
7 papers · 2022–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π£ Hot Topic Early Bird π Cross-Pollinator (11)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(24)
Conferences
ACL (2)
EACL (1)
EMNLP (1)
ICLR (1)
INTERSPEECH (1)
NIPS (1)
Top co-authors
Keywords
multilingual machine translation
(3)
machine translation
(2)
mixture of expert
(2)
multilingual translation
(2)
speech recognition
(1)
neural machine translation
(1)
language modeling
(1)
automatic speech recognition
(1)
efficient inference
(1)
deep learning
(1)
vector quantization
(1)
low-resource language
(1)
throughput optimization
(1)
inference optimization
(1)
dynamic gating
(1)
expert load balancing
(1)
model deployment
(1)
data pipeline
(1)
discrete representation
(1)
encoder-decoder model
(1)
Papers
Toward Efficient Inference for Mixture of Experts
NIPS 2024
MMM: Multi-Layer Multi-Residual Multi-Stream Discrete Speech Representation from Self-supervised Learning Model
INTERSPEECH 2024
Multi-resolution HuBERT: Multi-resolution Speech Self-Supervised Learning with Masked Unit Prediction
ICLR 2024
Efficiently Upgrading Multilingual Machine Translation Models to Support More Languages
EACL 2023
Hybrid Transducer and Attention based Encoder-Decoder Modeling for Speech-to-Text Tasks
ACL 2023
Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation
ACL 2023
stopes - Modular Machine Translation Pipelines
EMNLP 2022