Jared Fernandez
8 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26) 🌍 Conference Polyglot · Bronze
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Keyword Pioneer
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Trend Setter
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Keyword Collector
(53)
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Natural Language Processing
(6)
Core AI
(6)
Deep Learning
(5)
Application Areas
(5)
Optimization & Theory · Machine Learning
(4)
Resources & Methods
(4)
Generation
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Applications
(1)
Learning Paradigms
(1)
Keywords
language model
(4)
commonsense reasoning
(2)
similarity search
(1)
question answering
(1)
low-resource learning
(1)
out-of-distribution generalization
(1)
synthetic data generation
(1)
model training
(1)
energy efficiency
(1)
importance sampling
(1)
document classification
(1)
model inference
(1)
training data selection
(1)
recurrent neural network
(1)
model parallelism
(1)
data augmentation
(1)
inference optimization
(1)
inference efficiency
(1)
continual pre-training
(1)
catastrophic forgetting
(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
Gradient Localization Improves Lifelong Pretraining of Language Models
EMNLP 2024
The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment
EMNLP 2023
Generative Data Augmentation for Commonsense Reasoning
EMNLP 2020
CODAH: An Adversarially-Authored Question Answering Dataset for Common Sense
NAACL 2019
Sampling Informative Training Data for RNN Language Models
ACL 2018
VecShare: A Framework for Sharing Word Representation Vectors
EMNLP 2017