Il Corriere dello Sport reports that Cabaye is wanted by his former Lille boss, Rudio Garcia.
The Magpies rejected a bid of around £11million from Arsenal over the summer.
Roma are looking to strengthen in January, but it remains to be seen whether Cabaye would be interested in leaving the Premier League for Serie A.
Reports claim Roma are prepared to make a bid of around €15million for the former Paris St-Germain and Manchester United target.
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Liverpool have unveiled their new home kit for next season, sticking with the hugely popular retro styling of the current shirt.
The reputation of the Premier League means it is the most popular and one of the most watched leagues in the world.