4 papers
Is Agent Code Less Maintainable Than Human Code?
Shaswat Patel, Betty Li Hou, Arun Purohit +4
Maintainability is a core dimension of software engineering, shaping how code is written, reviewed, and developed over time. While coding agents have demonstrated strong performanc…
Identifying Crucial Attention Heads for Multilingual Language Models: Retrieval and Retrieval-Transition Heads
Shaswat Patel, Vishvesh Trivedi, Yue Han +2
Retrieval heads, a subset of attention heads in Transformers, were studied in English, showing its crucial role in retrieving information from the context. We expand the study of r…
A Novel Momentum-Based Deep Learning Techniques for Medical Image Classification and Segmentation
Koushik Biswas, Ridal Pal, Shaswat Patel +10
Accurately segmenting different organs from medical images is a critical prerequisite for computer-assisted diagnosis and intervention planning. This study proposes a deep learning…
Rumour detection using graph neural network and oversampling in benchmark Twitter dataset
Shaswat Patel, Prince Bansal, Preeti Kaur
Recently, online social media has become a primary source for new information and misinformation or rumours. In the absence of an automatic rumour detection system the propagation…