2025
FIDELITY: Fine-grained Interpretable Distillation for Effective Language Insights and Topic Yielding
NAACL 2025findings
The rapid expansion of text data has increased the need for effective methods to distill meaningful information from large datasets. Traditional and state-of-the-art approaches have made significant strides in topic modeling, yet they fall short in generating contextually specific and semantically i…