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Pseudo-Poincaré: A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks



Mehrdad Khatir , Nurendra Choudhary , Sutanay Choudhury , Khushbu Agarwal , Chandan K. Reddy


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Towards Scalable Hyperbolic Neural Networks using Taylor Series Approximations



Nurendra Choudhary , Chandan K. Reddy

* Preprint under review 

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Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs



Nurendra Choudhary , Nikhil Rao , Sumeet Katariya , Karthik Subbian , Chandan K. Reddy

* Accepted at Thirty-fifth Conference on Neural Information Processing Systems 2021 (NeurIPS '21) 

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Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs



Nurendra Choudhary , Nikhil Rao , Sumeet Katariya , Karthik Subbian , Chandan K. Reddy

* Preprint version, 12 pages, 11 figures, 10 tables 

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Cross-Lingual Task-Specific Representation Learning for Text Classification in Resource Poor Languages



Nurendra Choudhary , Rajat Singh , Manish Shrivastava

* This work was presented at 1st Workshop on Humanizing AI (HAI) at IJCAI'18 in Stockholm, Sweden. arXiv admin note: text overlap with arXiv:1804.00805, arXiv:1804.01855 

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Contrastive Learning of Emoji-based Representations for Resource-Poor Languages



Nurendra Choudhary , Rajat Singh , Ishita Bindlish , Manish Shrivastava

* Accepted Long Paper at 19th International Conference on Computational Linguistics and Intelligent Text Processing, March 2018, Hanoi, Vietnam. arXiv admin note: substantial text overlap with arXiv:1804.00805 

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Sentiment Analysis of Code-Mixed Languages leveraging Resource Rich Languages



Nurendra Choudhary , Rajat Singh , Ishita Bindlish , Manish Shrivastava

* Accepted Long Paper at 19th International Conference on Computational Linguistics and Intelligent Text Processing, March 2018, Hanoi, Vietnam. arXiv admin note: text overlap with arXiv:1804.00805 

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Emotions are Universal: Learning Sentiment Based Representations of Resource-Poor Languages using Siamese Networks



Nurendra Choudhary , Rajat Singh , Ishita Bindlish , Manish Shrivastava

* Accepted Long Paper at 19th International Conference on Computational Linguistics and Intelligent Text Processing, March 2018, Hanoi, Vietnam. arXiv admin note: text overlap with arXiv:1804.00806 

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Automatic Normalization of Word Variations in Code-Mixed Social Media Text



Rajat Singh , Nurendra Choudhary , Manish Shrivastava

* Accepted Long Paper at 19th International Conference on Computational Linguistics and Intelligent Text Processing, March 2018, Hanoi, Vietnam 

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Neural Network Architecture for Credibility Assessment of Textual Claims



Rajat Singh , Nurendra Choudhary , Ishita Bindlish , Manish Shrivastava

* Best Paper Award at 19th International Conference on Computational Linguistics and Intelligent Text Processing, March 2018, Hanoi, Vietnam 

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