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machine learning nlp

NLP: Word Representation and Model Comparison Tree

September 18, 2022September 24, 2022 John

The landscape of the NLP (Natural Language Processing) is evolving quickly with new ways to represent text such as word embedding. I would like to

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machine learning nlp

NLP: how does autocomplete work?

September 17, 2022September 18, 2022 John

We use text autocomplete everyday, from search engine to writing email. How does the computer know what to suggest as the next word? We will

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machine learning nlp

NLP: Part-of-speech (POS) tagging with HMM

September 11, 2022September 12, 2022 John

Part-of-speech (POS) taggin with Hidden Markov Model(HMM) What is POS tagging? Part of Speech (POS) tagging is the process of assigning a part of speech

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machine learning nlp

NLP: what is attention mechanism?

August 4, 2022September 18, 2022 John

In 2022, the NLP (natural language processing) benchmarks have been dominated by transformer models, and the attention mechanism is one of the key ingredients to

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