Use the "Latest Tweets" mode instead of Home, you can switch from the stars icon in the top right.
Latest tweets doesn't show likes for me, ever.
That, and also clicking "I don't like this" on a bunch of other algorithmic suggestion boxes, means I'm seeing just the regular old timeline of what people [re]tweeted...
