Aaron Jaech
8 papers · 2015–2022 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π Conference Polyglot Β· Bronze
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Keyword Pioneer
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Trend Setter
β
The Questioner
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Deep Learning
(3)
Architectures
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Applications Β· Natural Language Processing
(2)
Core Methods
(2)
Data Science & Analytics
(1)
Applications Β· Data Science & Analytics
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types
(1)
Optimization & Theory
(1)
Keywords
recurrent neural network
(2)
multi-task learning
(1)
online learning
(1)
domain adaptation
(1)
text classification
(1)
knowledge distillation
(1)
natural language understanding
(1)
community detection
(1)
latent variable model
(1)
autoregressive model
(1)
language model
(1)
energy-based model
(1)
open vocabulary
(1)
inference speed
(1)
student model
(1)
inference speedup
(1)
slot filling
(1)
n-gram embedding
(1)
user embedding
(1)
query auto-completion
(1)
Papers
Sparse Distillation: Speeding Up Text Classification by Using Bigger Student Models
NAACL 2022
Limitations of Autoregressive Models and Their Alternatives
NAACL 2021
Community Member Retrieval on Social Media Using Textual Information
NAACL 2018
Personalized Language Model for Query Auto-Completion
ACL 2018
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding
Interspeech 2016
Phonological Pun-derstanding
NAACL 2016
Talking to the crowd: What do people react to in online discussions?
EMNLP 2015
What Your Username Says About You
EMNLP 2015