When given a large enough dataset, Word2Vec can infer a word’s meaning based on how frequently it appears in the text. These computations determine the relationships between words and other terms in the corpus.
A different strategy was to go beyond individual words and understand the meaning of the sentences. "Long short-term memory" (LSTM), bidirectional LSTM, gated attention modules, or directed attention might be used primarily to perform this task. Sarcasm in Twitter posts was identified using ...