This sentiment analysis can provide a lot of information about customers choices and their decision drivers. The statistical approach to natural language is not limited to statistics per-se, but also to advanced inference methods like those used in applied machine learning. Classical linguistics involved devising and evaluating rules of language. Great progress was made on … Continue reading Natural Language Processing Key Terms, Explained →

Regardless of the approach used, most natural-language-understanding systems share some common components. The system needs a lexicon of the language and a parser and grammar rules to break sentences into an internal representation. The construction of a rich lexicon with a suitable ontology requires significant effort, e.g., the Wordnet lexicon required many person-years of effort. … Continue reading What’s The Difference Between Nlp, Nlu, And Nlg? →