as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
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list three machine learning techniques used in natural language processing.
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1. word embeddings: word embeddings are used to represent each word in a corpus as a vector that captures its semantic and syntactic properties.
2. sequence models: this is a type of learning algorithm that uses data with prior order information. this allows the model to learn temporal relationships in data.
3. neural networks: neural networks are used to detect complex relationships and patterns in data. they are particularly effective for tasks such as identifying entities and classifying documents.
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