Facebook Inc. is planning to pay only a minority of publishers whose headlines will be featured in its coming news section, according to people familiar with the matter.

The specialized news section—which will appear on the toolbar at the bottom of Facebook’s mobile app—is set to launch as early as the end of October and will include links to stories from about 200 publications, the people said.

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