HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding SS Dasgupta, SN Ray, P Talukdar Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018 | 279 | 2018 |
Dating Documents using Graph Convolution Networks S Vashishth, SS Dasgupta, SN Ray, P Talukdar Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 56 | 2018 |
Improving Local Identifiability in Probabilistic Box Embeddings S Dasgupta, M Boratko, D Zhang, L Vilnis, X Li, A McCallum Advances in Neural Information Processing Systems 33, 2020 | 29 | 2020 |
Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning X Chen, M Boratko, M Chen, SS Dasgupta, XL Li, A McCallum arXiv preprint arXiv:2104.04597, 2021 | 19 | 2021 |
Representing Joint Hierarchies with Box Embeddings D Patel, SS Dasgupta, M Boratko, X Li, L Vilnis, A McCallum | 18 | 2020 |
AD3: Attentive Deep Document Dater SN Ray, SS Dasgupta, P Talukdar Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018 | 9 | 2018 |
Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings S Dasgupta, M Boratko, S Mishra, S Atmakuri, D Patel, X Li, A McCallum Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 6* | 2022 |
Box Embeddings: An open-source library for representation learning using geometric structures T Chheda, P Goyal, T Tran, D Patel, M Boratko, SS Dasgupta, ... arXiv preprint arXiv:2109.04997, 2021 | 6 | 2021 |
Box-To-Box Transformation for Modeling Joint Hierarchies SS Dasgupta, X Li, M Boratko, D Zhang, A McCallum Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP …, 2020 | 4 | 2020 |
Revisiting Virtual Nodes in Graph Neural Networks for Link Prediction EJ Hwang, V Thost, SS Dasgupta, T Ma | 3 | 2021 |
Min/Max Stability and Box Distributions M Boratko, J Burroni, SS Dasgupta, A McCallum | 3 | 2021 |
MEASURE-THEORETIC SET REPRESENTATION LEARNING M Boratko, D Patel, SS Dasgupta, A McCallum | | 2022 |
Timestamping Documents using GCNs S Vashishth, SS Dasgupta, SN Ray, P Talukdar | | |