The 'Crazy, Stupid, Love' hitmaker has urged the 27-year-old singer to contact her as she's keen to team up with him in the near future for an acoustic track.
Speaking to The Sun newspaper, she said: ''He needs to get in touch. He's really cool and I'd love to do something stripped back and acoustic.''
However, the 31-year-old beauty may need to wait a little while longer as Paolo has a busy schedule ahead of him this year.
He said previously: ''The next few months are more shows, more festivals, gigging throughout the summer up until September... we just keep gigging.
''We're pretty much at a gig every second day ... if we even get that amount of time!''
Meanwhile, Cheryl is set to release her fourth LP 'Only Human' in November and she recently admitted she wanted to include a mixture of genres on the collection to put a ''fun'' spin on it.
She said previously: ''The album is the most versatile album I've done so far.
''There's a lot of flavours on there. I wanted to go back to the pop route and do a lot of pop, there's a bit of RnB on there, a bit of 90s dance vibes, I mean it's just fun, you know it's hopeful, it's up-lifting.''
She added: ''I just want people to enjoy themselves for an hour... I'm not saving lives, I'm making pop music you know.''