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Just curious about who looks at law school applications?

Do professors themselves sit on the committees?

Depends on the school.

The normal practice is schools have a committee of professors who review applications. Generally, not every professor reviews every application but they are divided among the members. From time to time, the committee will meet and discuss borderline applications.