Jared Fernandez
8 papers · 2017–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (8) π Interdisciplinary Bridge π£ Hot Topic Early Bird π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(27)
π§
Keyword Pioneer
π§¬
Topic Evolution
π
Trend Setter
Conferences
EMNLP (4)
ACL (2)
ICLR (1)
NAACL (1)
Top co-authors
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)
inference optimization
(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 efficiency
(1)
hardware acceleration
(1)
generative data augmentation
(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