Bhavdeep Sachdeva

Arizona State University — United States

Computer Science · Physical Sciences

6h-index182citations12works0.02yr avg
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Research Topics

Topic Modeling(4), Natural Language Processing Techniques(4), Adversarial Robustness in Machine Learning(4), Explainable Artificial Intelligence (XAI)(4), Anomaly Detection Techniques and Applications(3)

Publications12 total

Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow
arXiv (Cornell University)·2023Open Access
Real-Time Visual Feedback to Guide Benchmark Creation: A Human-and-Metric-in-the-Loop Workflow
2023Open Access
Pretrained Transformers Do not Always Improve Robustness
arXiv (Cornell University)·2022· 1 citedOpen Access
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks
arXiv (Cornell University)·2022· 6 citedOpen Access
Generalized but not Robust? Comparing the Effects of Data Modification\n Methods on Out-of-Domain Generalization and Adversarial Robustness
arXiv (Cornell University)·2022· 2 citedOpen Access
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)·2022· 118 citedOpen Access
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness
Findings of the Association for Computational Linguistics: ACL 2022·2022Open Access
DQI: A Guide to Benchmark Evaluation
arXiv (Cornell University)·2020· 4 citedOpen Access
Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks
arXiv (Cornell University)·2020· 12 citedOpen Access
DQI: Measuring Data Quality in NLP
arXiv (Cornell University)·2020· 7 citedOpen Access
Do We Need to Create Big Datasets to Learn a Task?
2020· 16 citedOpen Access
Traffic state detection using smartphone based acoustic sensing
Journal of Intelligent & Fuzzy Systems·2017· 16 cited

Frequent Co-authors

Swaroop Mishra(11), Chitta Baral(10), Anjana Arunkumar(4), Chris Bryan(4), Arindam Mitra(3), Neeraj Varshney(3), Peter Clark(2), Ashwin Kalyan(2), Tejas Gokhale(2), Arshvir Kaur(1), Nitakshi Sood(1), Naveen Aggarwal(1), Dinesh Vij(1), Man Luo(1), Meng‐Fei Luo(1)