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Generate rather than Retrieve: Large Language Models are Strong Context Generators


Sep 29, 2022
Wenhao Yu, Dan Iter, Shuohang Wang, Yichong Xu, Mingxuan Ju, Soumya Sanyal, Chenguang Zhu, Michael Zeng, Meng Jiang

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* Preprint v2 (fix typos in v1), 22 pages 

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RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning


May 25, 2022
Soumya Sanyal, Zeyi Liao, Xiang Ren

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* 13 pages 

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FaiRR: Faithful and Robust Deductive Reasoning over Natural Language


Mar 19, 2022
Soumya Sanyal, Harman Singh, Xiang Ren

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* Accepted in ACL 2022 

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Discretized Integrated Gradients for Explaining Language Models


Aug 31, 2021
Soumya Sanyal, Xiang Ren

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* Accepted in EMNLP 2021 

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SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning


Apr 18, 2021
Aaron Chan, Soumya Sanyal, Boyuan Long, Jiashu Xu, Tanishq Gupta, Xiang Ren

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* 12 pages, 8 figures 

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ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations


Nov 18, 2019
Ekagra Ranjan, Soumya Sanyal, Partha Pratim Talukdar

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* The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI 2020) 

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InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions


Nov 16, 2019
Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Nilesh Agrawal, Partha Talukdar

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* Accepted at AAAI 2020 

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A Re-evaluation of Knowledge Graph Completion Methods


Nov 10, 2019
Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal, Partha Talukdar, Yiming Yang

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* 7 pages 

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Composition-based Multi-Relational Graph Convolutional Networks


Nov 08, 2019
Shikhar Vashishth, Soumya Sanyal, Vikram Nitin, Partha Talukdar

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* 14 Pages 

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