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Robust Hate Speech Detection via Mitigating Spurious Correlations

Kshitiz Tiwari , Shuhan Yuan, Lu Zhang

Published in AACL-IJCNLP, 2023

This paper is about removing the causal connection of spuriously correlated words to develop a robust hate speech detection model.

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Implications of Minimum Description Length for Adversarial Attack in NLP

Kshitiz Tiwari , Lu Zhang

Published in Entropy, 2024

This paper is about modeling the behavior of adversarial attack models in NLP as a complex causal mechanism and quantifying it.

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Three Days Data Science & Machine Learning Workshop

Published: November 06, 2018

Conducted an immersive 3-day workshop centered on Python fundamentals and key libraries (NumPy, Pandas, Matplotlib, Scikit-Learn), alongside comprehensive coverage of machine learning algorithms including logistic regression, linear regression, SVM, KNN, and k-means clustering.

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.