And α → +∞ means that Bag Loss will only choose the word with highest P (c i |x i ) as anchor word, while all other words in the same bag will be regarded as NIL.
bag Loss guarantees that at least one anchor word (the one with highest P (c i |x i ), and its corresponding w i will be 1.0) will be selected for each bag.