Question: Did ensemble schemes help in boosting peformance, by how much?
Answer: The best ensemble topped the best single model by 0.029 in F1 score on dev (external).
Alternative answer: They increased F1 Score by 0.029 in Sentence Level Classification, and by 0.044 in Fragment-Level classification