Lav Varshney
4 papers · 2020–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Natural Language Processing
(2)
Application Areas
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Techniques
(1)
Keywords
transformer architecture
(1)
representation learning
(1)
transfer learning
(1)
change detection
(1)
generalized likelihood ratio
(1)
regret bound
(1)
online algorithm
(1)
combinatorial semi-bandit
(1)
bandit algorithm
(1)
subword tokenization
(1)
causal language modeling
(1)
text encoding
(1)
opinion dynamics
(1)
token representation
(1)
word inflection
(1)
conformity bia
(1)
dialect adaptation
(1)
large language model
(1)
multi-agent system
(1)
cultural persona
(1)
Papers
A Meta-Learning Perspective on Transformers for Causal Language Modeling
ACL 2024
Conformity, Confabulation, and Impersonation: Persona Inconstancy in Multi-Agent LLM Collaboration
ACL 2024
A Near-Optimal Change-Detection Based Algorithm for Piecewise-Stationary Combinatorial Semi-Bandits
AAAI 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding
EMNLP 2020