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This was the twenty-third meeting between the schools, with Florida State holding a 13–8–1 advantage. They had most recently played in 1996, when the Seminoles defeated the Golden Eagles by a score of 54–14.
On December 21, 2017, an unofficial report was published on Reddit claiming that the Seminoles were not bowl eligible due to an NCAA rule stating that for an FCS opponent to be countable towards bowl eligibility, the FCS program must have awarded 90% of the FCS scholarship limit. Delaware State, an FCS team that lost to FSU earlier in the season, did not meet the 90% threshold set by the NCAA. Without this win, FSU stood at 5–6 on the season. However, on December 22, 2017, Florida State addressed the issue and stated that Delaware State verified its scholarship situation as eclipsing the 90-percent threshold. This, FSU claims, is due to an alleged established NCAA rule interpretation, allowing academic and other non-athletic scholarships to count towards the required threshold, however they did not reference the interpreted rule. The confirmation officially gave Florida State bowl eligibility, and allowed the team to play in the Independence Bowl.