Sumit Kumar
4 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (13)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(17)
Conferences
ACL (1)
CORL (1)
EMNLP (1)
ICML (1)
Top co-authors
Keywords
model-agnostic meta-learning
(1)
zero-shot learning
(1)
link prediction
(1)
self-supervised learning
(1)
named entity recognition
(1)
token classification
(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)
biomedical entity extraction
(1)
Papers
AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition
ACL 2025
SEMMA: A Semantic Aware Knowledge Graph Foundation Model
EMNLP 2025
A Cognac Shot To Forget Bad Memories: Corrective Unlearning for Graph Neural Networks
ICML 2025
MAME : Model-Agnostic Meta-Exploration
CORL 2019