Deepak Nathani
5 papers · 2018–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Research topics
Artificial Intelligence
(4)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Learning Paradigms
(3)
Architectures
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Mathematics
(1)
Optimization
(1)
Keywords
few-shot learning
(2)
link prediction
(1)
graph classification
(1)
graph matching
(1)
style transfer
(1)
attention mechanism
(1)
text generation
(1)
graph embedding
(1)
spectral graph theory
(1)
knowledge base completion
(1)
relation prediction
(1)
low-resource language
(1)
knowledge graph
(1)
knowledge graph embedding
(1)
controllable generation
(1)
multilingual generation
(1)
quadratic assignment problem
(1)
error correction
(1)
higher-order structure
(1)
reasoning chain
(1)
Papers
MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models
EMNLP 2023
Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings
ACL 2022
FEW-SHOT LEARNING ON GRAPHS VIA SUPER-CLASSES BASED ON GRAPH SPECTRAL MEASURES
ICLR 2020
Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs
ACL 2019
Solving Partial Assignment Problems using Random Clique Complexes
ICML 2018