Table 3.

Anchors explanations for the four test scenarios—BERT-based classifier.

Test scenario	Sentence	Precision	Anchors
Correctly classified fake news	FBI NEW YORK FIELD OFFICE Just Gave A WakeUp Call To Hillary Clinton	–	Anchors not found
Correctly classified real news	Turkey-backed rebels in Syria put IS jihadists through rehab	1.00	rehab AND Turkey AND through
Misclassified real news as fake news	Trump looms behind both Obama and Haley speeches	0.96	and AND Obama
Misclassified fake news as real news	Pope Francis Demands Christians Apologize For Marginalizing LGBT People	1.00	Francis AND POPE AND whitespace AND For AND Apologize AND Christians AND Demands