Bhavdeep Sachdeva
Arizona State University(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Topic Modeling, Natural Language Processing Techniques, Explainable Artificial Intelligence (XAI), Anomaly Detection Techniques and Applications
Most-Cited Works
- → NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks(2022)118 cited
- → Traffic state detection using smartphone based acoustic sensing(2017)16 cited
- → Do We Need to Create Big Datasets to Learn a Task?(2020)16 cited
- → Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks(2020)12 cited
- → DQI: Measuring Data Quality in NLP(2020)7 cited
- → DQI: A Guide to Benchmark Evaluation(2020)4 cited
- → Generalized but not Robust? Comparing the Effects of Data Modification\n Methods on Out-of-Domain Generalization and Adversarial Robustness(2022)2 cited
- → Pretrained Transformers Do not Always Improve Robustness(2022)1 cited
- → Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness(2022)