Manish Shukla

Interpreting BERT Using LIME and SHAP

2025

Transformer-based language models such as BERT have achieved state-of-the-art performance on diverse natural language processing tasks, yet their decision processes remain opaque. This paper presents a comprehensive framework for interpreting BERT’s predictions in multi-label text …