Shib Sankar Dasgupta

10 papers · 2018–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🗺️ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (6) 🏃 Academic Marathon (7) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 💎 Century Club (10) 📈 Trend Setter ⚡ Prolific Year (5)

Conferences

ACL (3) EMNLP (3) ICML (1) IJCNLP (1) NAACL (1) UAI (1)

Top co-authors

Michael Boratko (7) Andrew McCallum (7) Xiang Lorraine Li (4) Swayambhu Nath Ray (3) Partha Talukdar (3) Dhruvesh Patel (2) Dongxu Zhang (2) Shikhar Vashishth (1) Purujit Goyal (1) Javier Burroni (1)

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