It's well-known that regular expressions can take exponential time. You can try searching this bug tracker for "re exponential". Common suggestions are to try a third-party module, or to write better regexes where possible. Note that the important bits of the re module are already implemented in C:

https://github.com/python/cpython/blob/master/Modules/_sre.c