Do you take her out on leash in your yard? Some dogs can be weird about toileting on/off leash.
I would strongly recommend crating this dog overnight. I utilize crates with almost all my boarders and try to make this clear to owners before they book with me. Pretty much all the dogs are crated when left home alone (8-10 hours/week), and overnight crating is based upon my assessment of the dog. If I'm concerned about toileting or destructiveness, they're crated overnight.
If you don't have a crate, can she be safely penned in a room with hard floors? Clean up is so much easier that way!
Also make sure that her food/water is limited close to bedtime. You could also maybe try taking her out in the middle of the night, but if she won't toilet in your yard, that might be an issue. Did the owners say anything about potty pads? I'm not a fan, but if she's reliable on those...
Are you familiar with clicker training? One of my boarders was/is notorious for going 10-12 hours between toileting (not for want of opportunities!). He wasn't even really going on walks. Thankfully, his housetraining is really reliable, but I still don't like him going that long. I started click/treat for peeing on walks and saw almost an immediate upsurge in the number of times he would go. This should work in the backyard as well.
You can also feed her in the areas she normally has accidents. That will help her learn that she lives in those areas: they aren't for pottying.
Good luck!