At the time, the top headline for the “will make you” trigram achieved 1.7m shares. This time around however, the top headline for that same trigram achieved just 143k shares. The closest we get to emotion nowadays is through the use of exaggerated phrases ie. “one of the most beauti...
the unigram precision can be at most 4/6 (if all 4 tokens are matching the reference), the bigram precision at most 3/5, trigram 2/4 and 4gram 1/3, so the geometric mean (and the final BLEU) will be at most 0.508, which seems again as a too harsh punishment for adding only tw...
Mostly in practice, we use n-grams with a small number N, such as1-gram (unigram), 2-gram (bigram), and 3-gram (trigram). In general, an n-gram is a very simple concept but it’s used for a variety of things in text mining and NLP. One special generalization of n-grams is s...
Two-word phrase (bigram tokens): NLP information, information extraction, extraction is, is fun, fun NLP Three-word sentence (trigram tokens): NLP information extraction, information extraction is, extraction is fun import spacy nlp = spacy.load("en_core_web_sm") doc = nlp("Apple is ...
At the time, the top headline for the “will make you” trigram achieved 1.7m shares. This time around however, the top headline for that same trigram achieved just 143k shares. The closest we get to emotion nowadays is through the use of exaggerated phrases ie. “one of the most beauti...