Events last year included publicising the world's largest underpants, made by anti-poverty campaigners in Bolton.
Taylor Herring PR, which has worked for GWR since 2003, is believed to be one of the shortlisted agencies.
The tender is in line with GWR's policy of reviewing the account each year.
Fees are believed to be around £50,000.
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