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cs.CL2026
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…
cs.CL2024
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…