Shib Sankar Dasgupta
9 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
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Keyword Pioneer
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Renaissance Researcher
(5)
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Trend Setter
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Core Methods
(5)
Artificial Intelligence
(4)
Optimization & Theory
(3)
Knowledge & Reasoning
(2)
Natural Language Processing
(2)
Applications
(2)
Architectures
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Learning Types
(2)
Representation
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Keywords
box embedding
(5)
probabilistic embedding
(2)
representation learning
(2)
knowledge graph
(2)
neural network
(2)
document dating
(2)
temporal information
(1)
syntactic parsing
(1)
temporal dynamics
(1)
matrix completion
(1)
document analysis
(1)
geometric structure
(1)
hierarchical structure
(1)
document classification
(1)
temporal reasoning
(1)
graph convolution network
(1)
temporal knowledge graph
(1)
probability distribution
(1)
word embedding
(1)
knowledge graph embedding
(1)
Papers
A Geometric Approach to Personalized Recommendation with Set-Theoretic Constraints Using Box Embeddings
ICML 2025
Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings
ACL 2022
Box Embeddings: An open-source library for representation learning using geometric structures
EMNLP 2021
Box-To-Box Transformations for Modeling Joint Hierarchies
ACL 2021
Min/max stability and box distributions
UAI 2021
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning
NAACL 2021
AD3: Attentive Deep Document Dater
EMNLP 2018
Dating Documents using Graph Convolution Networks
ACL 2018
HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
EMNLP 2018