I'm using Chrome and it works just fine. I have noticed that the first time opening it on Chrome took a while to load, but then it was almost instant subsequent times. I'd guess Microsoft Office online has to install something into Chrome for it to open.
Try reloading the page a couple times and see what happens.
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