Muhammad Khalifa

This bibliographic record appears to blend at least two distinct research identities: one focused on natural language processing (NLP) and language model reasoning (e.g., text generation, question answering, model calibration), and another on culturally responsive and equity-centered school leadership in education, plus unrelated medical publications on rectal surgery. Because these areas are so disparate, prospective students should verify which body of work, if any, corresponds to the specific researcher they are investigating, as the name may represent multiple individuals conflated in the data. The NLP-related work centers on improving how language models reason, self-correct, and retrieve or generate knowledge for question-answering tasks.

Publication output has fluctuated over the past decade, with a notable peak in 2023 (16 publications) followed by a decline in 2024-2026, though the mean of 6.2 papers/year over the last five years suggests a generally active but variable output.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026