2 papers
cs.CL2025
Robustness of Large Language Models to Perturbations in Text
Ayush Singh, Navpreet Singh, Shubham Vatsal
Having a clean dataset has been the foundational assumption of most natural language processing (NLP) systems. However, properly written text is rarely found in real-world scenario…
cs.CL2025
Disentangling Linguistic Features with Dimension-Wise Analysis of Vector Embeddings
Saniya Karwa, Navpreet Singh
Understanding the inner workings of neural embeddings, particularly in models such as BERT, remains a challenge because of their high-dimensional and opaque nature. This paper prop…