4 papers
TDFlow: Agentic Workflows for Test Driven Development
Kevin Han, Siddharth Maddikayala, Tim Knappe +3
We introduce TDFlow, a novel test-driven agentic workflow that frames repository-scale software engineering as a test-resolution task, specifically designed to solve human-written…
Assessing Neuromorphic Computing for Fingertip Force Decoding from Electromyography
Abolfazl Shahrooei, Luke Arthur, Om Patel +1
High-density surface electromyography (HD-sEMG) provides a noninvasive neural interface for assistive and rehabilitation control, but mapping neural activity to user motor intent r…
Exploring Topic Trends in COVID-19 Research Literature using Non-Negative Matrix Factorization
Divya Patel, Vansh Parikh, Om Patel +2
In this work, we apply topic modeling using Non-Negative Matrix Factorization (NMF) on the COVID-19 Open Research Dataset (CORD-19) to uncover the underlying thematic structure and…
Improving LLM Abilities in Idiomatic Translation
Sundesh Donthi, Maximilian Spencer, Om Patel +4
For large language models (LLMs) like NLLB and GPT, translating idioms remains a challenge. Our goal is to enhance translation fidelity by improving LLM processing of idiomatic lan…