Clara Na
7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
EMNLP (5)
ACL (1)
ICLR (1)
Top co-authors
Keywords
energy efficiency
(2)
model quantization
(1)
natural language processing
(1)
knowledge distillation
(1)
bert model
(1)
model merging
(1)
sharpness-aware minimization
(1)
neural network optimization
(1)
model parallelism
(1)
citation analysis
(1)
model inference
(1)
language model
(1)
model fine-tuning
(1)
inference optimization
(1)
computational cost
(1)
inference efficiency
(1)
hardware acceleration
(1)
parameter averaging
(1)
deep learning framework
(1)
energy consumption
(1)
Papers
Energy Considerations of Large Language Model Inference and Efficiency Optimizations
ACL 2025
Holistically Evaluating the Environmental Impact of Creating Language Models
ICLR 2025
Scalable Data Ablation Approximations for Language Models through Modular Training and Merging
EMNLP 2024
To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing
EMNLP 2023
The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment
EMNLP 2023
Energy and Carbon Considerations of Fine-Tuning BERT
EMNLP 2023
Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models
EMNLP 2022