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20212023
most citedLarge Language Models as Annotators: Enhancing Generalization of NLP Models at Minimal Cost

6 citations · 6 across the 3 of their papers we have counts for

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cs.LG2023

Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers

Parikshit Bansal, Amit Sharma

To address the problem of NLP classifiers learning spurious correlations between training features and target labels, a common approach is to make the model's predictions invariant…

cs.LG2021

Missing Value Imputation on Multidimensional Time Series

Parikshit Bansal, Prathamesh Deshpande, Sunita Sarawagi

We present DeepMVI, a deep learning method for missing value imputation in multidimensional time-series datasets. Missing values are commonplace in decision support platforms that…