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Natural language processing (NLP) is a field of computer science, artificial intelligence, and linguistics concerned with the interactions between computers and human (natural) languages. As such, NLP is related to the area of human–computer interaction. Many challenges in NLP involve natural language understanding, that is, enabling computers to derive meaning from human or natural language input, and others involve natural language generation.

4 votes

How word2vec can be used to identify unseen words and relate them to already trained data

word2vec treats words as atoms. To get meaningful vectors for unknown words, you either have to change what these atoms are, e.g. switch to letter n-grams as in jamesmf's answer, or use a different m …
Joachim Wagner's user avatar