James O’Neill
3 papers · 2021–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Top co-authors
Research topics
Keywords
model compression
(2)
neural network compression
(1)
model quantization
(1)
text classification
(1)
knowledge distillation
(1)
machine translation
(1)
multilingual nlp
(1)
language modeling
(1)
parameter efficient
(1)
weight sharing
(1)
convolutional neural network
(1)
transformer language model
(1)
product review
(1)
transformer model
(1)
counterfactual detection
(1)
layer fusion
(1)
Papers
Self-Distilled Quantization: Achieving High Compression Rates in Transformer-Based Language Models
ACL 2023
I Wish I Would Have Loved This One, But I Didn’t – A Multilingual Dataset for Counterfactual Detection in Product Review
EMNLP 2021
Layer-Wise Neural Network Compression via Layer Fusion
ACML 2021