Shib Sankar Dasgupta
10 papers · 2018–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (7) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (18)
π
Academic Marathon
(7)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π
Century Club
(10)
π
Trend Setter
β‘
Prolific Year
(5)
Conferences
ACL (3)
EMNLP (3)
ICML (1)
IJCNLP (1)
NAACL (1)
UAI (1)
Top co-authors
Keywords
box embedding
(5)
knowledge graph
(3)
representation learning
(3)
document dating
(2)
probabilistic embedding
(2)
neural network
(2)
temporal information
(1)
syntactic parsing
(1)
temporal dynamics
(1)
document analysis
(1)
geometric structure
(1)
hierarchical structure
(1)
document classification
(1)
latent variable model
(1)
temporal reasoning
(1)
word embedding
(1)
graph convolution network
(1)
probability distribution
(1)
graph convolutional network
(1)
temporal knowledge graph
(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
Min/max stability and box distributions
UAI 2021
Box-To-Box Transformations for Modeling Joint Hierarchies
ACL 2021
Box Embeddings: An open-source library for representation learning using geometric structures
EMNLP 2021
Box-To-Box Transformations for Modeling Joint Hierarchies
IJCNLP 2021
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning
NAACL 2021
HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding
EMNLP 2018
Dating Documents using Graph Convolution Networks
ACL 2018
AD3: Attentive Deep Document Dater
EMNLP 2018