Task: Pos Tagging
Input (English): Sentence: Suddenly there was a commotion {{ upstairs }} , a despairing boyish shriek , and the strains of the waltz faltered and died as the musicians and guests gaped at an apparition descending the marble staircase . 
Word: upstairs
Output (English): ADV