By this time the neighborhood was mostly abandoned by its inhabitants and was guarded by a few dozen militiamen .
ADP DET NOUN DET NOUN AUX ADV VERB ADP PRON NOUN CCONJ AUX VERB ADP DET ADJ NOUN NOUN .