Your best bet is to use a combination of JS waypoint libraries with the WP Rest API.
When element is visible, fetch content and display. Pretty simple.
Instead of the <nextpage> you could also wrap this in a custom shortcode but this is primarily a JS problem, not really a WP issue.
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