2 papers
cs.CL2025
From Amateur to Master: Infusing Knowledge into LLMs via Automated Curriculum Learning
Nishit Neema, Srinjoy Mukherjee, Sapan Shah +2
Large Language Models (LLMs) excel at general tasks but underperform in specialized domains like economics and psychology, which require deep, principled understanding. To address…
cs.SE2025
Hierarchical Repository-Level Code Summarization for Business Applications Using Local LLMs
Nilesh Dhulshette, Sapan Shah, Vinay Kulkarni
In large-scale software development, understanding the functionality and intent behind complex codebases is critical for effective development and maintenance. While code summariza…