Sumit Kumar
4 papers · 2019–2025 · 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
(18)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Knowledge & Reasoning
(2)
Architectures
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types
(2)
Representation
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Clinical
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Methods
(1)
Keywords
model-agnostic meta-learning
(1)
zero-shot learning
(1)
link prediction
(1)
self-supervised learning
(1)
named entity recognition
(1)
token classification
(1)
message passing
(1)
knowledge graph
(1)
semantic embedding
(1)
foundation model
(1)
meta-reinforcement learning
(1)
policy adaptation
(1)
task distribution
(1)
exploration strategy
(1)
multi-task adaptation
(1)
conditional random field
(1)
biomedical named entity recognition
(1)
zero-shot reasoning
(1)
biomedical nlp
(1)
biomedical entity
(1)
Papers
A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks
ICML 2025
AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition
ACL 2025
SEMMA: A Semantic Aware Knowledge Graph Foundation Model
EMNLP 2025
MAME : Model-Agnostic Meta-Exploration
CoRL 2019