Publications
2024
An Interpretable Ensemble of Graph and Language Models for Improving Search Relevance in E-Commerce.Nurendra Choudhary, Edward W Huang, Karthik Subbian, and Chandan K. Reddy.
Companion Proceedings of the Web Conference (WWW Companion) 2024.
[BibTeX] [pdf] [code]
2023
Index searching with non-Euclidean representations.Sumeet Katariya, Nikhil S. Rao, Chandan K. Reddy, Karthik Subbian, and Nurendra Choudhary.
US Patent 11,810,174 2023.
[BibTeX] [pdf]
Hyperbolic Graph Neural Networks at Scale: A Meta Learning Approach.
Nurendra Choudhary, Nikhil Rao, Chandan K. Reddy.
Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023.
[BibTeX] [pdf] [slides] [code]
A Unification Framework for Euclidean and Hyperbolic Graph Neural Networks.
Mehrdad Khatir, Nurendra Choudhary, Sutanay Choudhury, Khushbu Agarwal, Chandan K Reddy.
Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI), 2023.
[BibTeX] [pdf] [code]
Complex Logical Reasoning over Knowledge Graphs using Large Language Models.
Nurendra Choudhary, Chandan K Reddy.
(ArXiv), 2023.
[BibTeX] [pdf] [code]
Multimodal Representation Learning for Textual Reasoning over Knowledge Graphs.
Nurendra Choudhary.
Doctoral Thesis, 2023.
[BibTeX] [pdf]
2022
Graph-based Multilingual Language Model: Leveraging Product Relations for Search Relevance.Nurendra Choudhary, Nikhil Rao, Karthik Subbian, Chandan K. Reddy.
28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2022.
[BibTeX] [pdf] [code]
ANTHEM: Attentive Hyperbolic Entity Model for Product Search.
Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy.
15th ACM International Conference on Web Search and Data Mining (WSDM), 2022.
[BibTeX] [pdf] [code]
GraphZoo: A Development Toolkit for Graph Neural Networks with Hyperbolic Geometries.
Anoushka Vyas, Nurendra Choudhary, Mehrdad Khatir, Chandan K. Reddy.
Companion Proceedings of the Web Conference (WWW Companion), 2022.
[BibTeX] [pdf] [code]
Self-supervised Short Text Modeling through Auxiliary Context Generation.
Nurendra Choudhary, Charu C. Aggarwal, Karthik Subbian, Chandan K. Reddy.
ACM Transactions on Intelligent Systems and Technology (TIST), 2022.
[BibTeX] [pdf] [code]
2021
Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs.Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy.
Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS), 2021.
[BibTeX] [pdf] [code]
Self-Supervised Hyperboloid Representations from Logical Queries over Knowledge Graphs.
Nurendra Choudhary, Nikhil Rao, Sumeet Katariya, Karthik Subbian, Chandan K. Reddy.
Proceedings of the Web Conference (WWW), 2021.
[BibTeX] [pdf] [code]
2019
Learning Representations for Text Classification of Indian Languages.Nurendra Choudhary
Masters Thesis, 2019.
[BibTeX] [pdf]
2018
Twitter corpus of Resource-Scarce Languages for Sentiment Analysis and Multilingual Emoji Prediction .Nurendra Choudhary, Rajat Singh, Vijjini Anvesh Rao, Manish Shrivastava
27th International Conference on Computational Linguistics (COLING), 2018.
[BibTeX] [pdf]
Neural network architecture for credibility assessment of textual claims.
Nurendra Choudhary, Rajat Singh, Ishita Bindlish, Manish Shrivastava
19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING), 2018.
Best paper Award at CICLING 2018.
[BibTeX] [pdf]
Contrastive learning of emoji-based representations for resource-poor languages.
Nurendra Choudhary, Rajat Singh, Ishita Bindlish, Manish Shrivastava
19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING), 2018.
[BibTeX] [pdf]
Automatic normalization of word variations in code-mixed social media text.
Rajat Singh, Nurendra Choudhary, Ishita Bindlish, Manish Shrivastava
19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING), 2018.
[BibTeX] [pdf]
Sentiment analysis of code-mixed languages leveraging resource rich languages.
Nurendra Choudhary, Rajat Singh, Ishita Bindlish, Manish Shrivastava
19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING), 2018.
[BibTeX] [pdf]
Emotions are universal: Learning sentiment based representations of resource-poor languages using siamese networks.
Nurendra Choudhary, Rajat Singh, Ishita Bindlish, Manish Shrivastava
19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLING), 2018.
[BibTeX] [pdf]
Cross-Lingual Task-Specific Representation Learning for Text Classification in Resource Poor Languages.
Nurendra Choudhary, Rajat Singh, Manish Shrivastava
Workshop on Humanizing AI (HAI), International Joint Conference on Artificial Intelligence '18, 2018.
[BibTeX] [pdf]
2016
Enhanced Sentiment Classification of Telugu Text using ML Techniques.Sandeep Sricharan Mukku, Nurendra Choudhary, Radhika Mamidi
Sentiment Analysis where AI meets Psychology (SAAIP), International Joint Conference on Artificial Intelligence '16, 2016.
[BibTeX] [pdf]
2015
Sentiment Analysis and Education.Sandeep Sricharan Mukku, Nurendra Choudhary, Radhika Mamidi
International Conference on Language Learning and Teaching (ICLLT), 2015.
[BibTeX] [pdf]
2014
Any Time Virtual Labs: On Portable Media and as Debian Packages.Nurendra Choudhary, Venkatesh Choppella, Raghu Reddy, Thirumal Ravula
IEEE Sixth International Conference on Technology for Education (T4E), 2014.
[BibTeX] [pdf]
Large Scale Web Page Optimization of Virtual Labs.
Jatin Agarwal, Utkarsh Rastogiy, Prateek Pandey, Nurendra Choudhary, Venkatesh Choppella, Raghu Reddy IEEE Sixth International Conference on Technology for Education (T4E), 2014.
[BibTeX] [pdf]