But TRNN does not know the word 'Elegans' in sentence 3 so it usually selects the most frequent frame seen in the training data.
in many cases, the unseen words can be captured by well trained word embeddings as the sentence 2 shows where 'ducks', 'chickens' and 'geese' are all unseen words.