Shib Sankar Dasgupta

21 papers A* 5A 1Journal 9Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	PROMPT2BOX: Uncovering Entailment Structure among LLM Prompts. CoRR Neeladri Bhuiya, Shib Sankar Dasgupta, Andrew McCallum, Haw-Shiuan Chang
2025	A*	`conf`	A Geometric Approach to Personalized Recommendation with Set-Theoretic Constraints Using Box Embeddings. ICML Shib Sankar Dasgupta, Michael Boratko, Andrew McCallum
2025	J	`jnl`	A Geometric Approach to Personalized Recommendation with Set-Theoretic Constraints Using Box Embeddings. CoRR Shib Sankar Dasgupta, Michael Boratko, Andrew McCallum
2024	A*	`conf`	Learning Representations for Hierarchies with Minimal Support. NeurIPS Benjamin Rozonoyer, Michael Boratko, Dhruvesh Patel, Wenlong Zhao, Shib Sankar Dasgupta, Hung Le, Andrew McCallum
2023	J	`jnl`	Answering Compositional Queries with Set-Theoretic Embeddings. CoRR Shib Sankar Dasgupta, Andrew McCallum, Steffen Rendle, Li Zhang
2022	—	`conf`	Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings. ACL (1) Shib Sankar Dasgupta, Michael Boratko, Siddhartha Mishra, Shriya Atmakuri, Dhruvesh Patel, Xiang Li, Andrew McCallum
2021	—	`conf`	Box Embeddings: An open-source library for representation learning using geometric structures. EMNLP (Demos) Tejas Chheda, Purujit Goyal, Trang Tran, Dhruvesh Patel, Michael Boratko, Shib Sankar Dasgupta, Andrew McCallum
2021	J	`jnl`	Box Embeddings: An open-source library for representation learning using geometric structures. CoRR Tejas Chheda, Purujit Goyal, Trang Tran, Dhruvesh Patel, Michael Boratko, Shib Sankar Dasgupta, Andrew McCallum
2021	—	`conf`	Box-To-Box Transformations for Modeling Joint Hierarchies. RepL4NLP@ACL-IJCNLP Shib Sankar Dasgupta, Xiang Lorraine Li, Michael Boratko, Dongxu Zhang, Andrew McCallum
2021	A	`conf`	Min/max stability and box distributions. UAI Michael Boratko, Javier Burroni, Shib Sankar Dasgupta, Andrew McCallum
2021	—	`conf`	Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning. NAACL-HLT Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine Li, Andrew McCallum
2021	J	`jnl`	Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning. CoRR Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine Li, Andrew McCallum
2021	J	`jnl`	Word2Box: Learning Word Representation Using Box Embeddings. CoRR Shib Sankar Dasgupta, Michael Boratko, Shriya Atmakuri, Xiang Lorraine Li, Dhruvesh Patel, Andrew McCallum
2020	A*	`conf`	Improving Local Identifiability in Probabilistic Box Embeddings. NeurIPS Shib Sankar Dasgupta, Michael Boratko, Dongxu Zhang, Luke Vilnis, Xiang Li, Andrew McCallum
2020	J	`jnl`	Improving Local Identifiability in Probabilistic Box Embeddings. CoRR Shib Sankar Dasgupta, Michael Boratko, Dongxu Zhang, Luke Vilnis, Xiang Lorraine Li, Andrew McCallum
2020	—	`conf`	Representing Joint Hierarchies with Box Embeddings. AKBC Dhruvesh Patel, Shib Sankar Dasgupta, Michael Boratko, Xiang Li, Luke Vilnis, Andrew McCallum
2019	J	`jnl`	AD3: Attentive Deep Document Dater. CoRR Swayambhu Nath Ray, Shib Sankar Dasgupta, Partha P. Talukdar
2019	J	`jnl`	Dating Documents using Graph Convolution Networks. CoRR Shikhar Vashishth, Shib Sankar Dasgupta, Swayambhu Nath Ray, Partha P. Talukdar
2018	A*	`conf`	AD3: Attentive Deep Document Dater. EMNLP Swayambhu Nath Ray, Shib Sankar Dasgupta, Partha P. Talukdar
2018	—	`conf`	Dating Documents using Graph Convolution Networks. ACL (1) Shikhar Vashishth, Shib Sankar Dasgupta, Swayambhu Nath Ray, Partha P. Talukdar
2018	A*	`conf`	HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding. EMNLP Shib Sankar Dasgupta, Swayambhu Nath Ray, Partha P. Talukdar