4 papers
Distilling Reasoning Traces into Advisory Prompts for Software Engineering Tasks
Faizan Faisal, Prem Devanbu, Toufique Ahmed
Language models are widely used for generating and otherwise processing code (e.g., identifying code hallucinations, possible inputs, or predicting outputs); however, LLMs can make…
When Reasoning Hurts: Source-Aware Evaluation of Frontier LLMs for Clinical SOAP Note Generation
Faizan Faisal
Reasoning-enabled LLMs perform strongly on medical reasoning benchmarks, but it remains unclear whether these gains transfer to structured clinical documentation; we investigate th…
Distribution Hub Optimization: Application of Conditional P-Median Using Road Network Distances
Faizan Faisal, Zubair Khalid
This paper explores a GIS-based application of the conditional p-median problem (where p = 1) in last-mile delivery logistics. The rapid growth of e-commerce in Pakistan has primar…
LEGAL-UQA: A Low-Resource Urdu-English Dataset for Legal Question Answering
Faizan Faisal, Umair Yousaf
We present LEGAL-UQA, the first Urdu legal question-answering dataset derived from Pakistan's constitution. This parallel English-Urdu dataset includes 619 question-answer pairs, e…