Lovish Madaan
4 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Deep Learning
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Optimization & Theory
(1)
Techniques
(1)
Keywords
transformer architecture
(1)
transfer learning
(1)
text classification
(1)
self-supervised learning
(1)
machine translation
(1)
natural language inference
(1)
model evaluation
(1)
resource allocation
(1)
nearest neighbor retrieval
(1)
restless multi-armed bandit
(1)
decision tree
(1)
clustering method
(1)
multilingual model
(1)
similar language translation
(1)
softmax distribution
(1)
sequence length
(1)
multilingual pretrained model
(1)
related language
(1)
attention computation
(1)
large language model
(1)
Papers
Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models
NAACL 2025
Treeformer: Dense Gradient Trees for Efficient Attention Computation
ICLR 2023
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health
AAAI 2022
Transfer Learning for Related Languages: Submissions to the WMT20 Similar Language Translation Task
EMNLP 2020