clinical note generation 1evaluation 1large language models 1reasoning 1retrieval-augmented generation 1
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cs.CL2026
When Reasoning Hurts: Source-Aware Evaluation of Frontier LLMs for Clinical SOAP Note Generation
Faizan Faisal
The paper evaluates whether reasoning abilities of large language models improve the generation of structured clinical SOAP notes, finding that reasoning can actually degrade perfo…
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…