I found the solution. This page shows shows a list of attributes that are available:
https://orgmode.org/manual/Tables-in-LaTeX-export.html#Tables-in-LaTeX-export

To fix my problem, I did the following:
(1) add this to the top of the org file:
#+LaTeX_HEADER: \usepackage{longtable}

(2) Before the table definition, add the following:
#+ATTR_LATEX: :environment longtable

This fixes the issue. Any table with many rows will now continue to the next page.


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