Click Clear in the top-right corner, then choose one of the following:
Clear History: Clears your reading history.
Clear Recommendations: Clears the information that’s used from your reading habits to recommend stories. This option can change the types of channels, topics, and stories shown in the Today and other feeds in Apple News on your Mac and Get the news on all your devices