Here are some examples:
* They are having a barbecue tonight.
* I saw them working on their garden.
You can also use a more specific pronoun like our neighbors or those neighbors if you need to be more precise.
For example:
* Our neighbors were very kind to welcome us to the neighborhood.
* Those neighbors have a lot of noisy dogs.