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AI NLP, Top Exam Questions and answers, 100% Accurate, verified.
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AI NLP, Top Exam Questions and answers, 100% Accurate, verified. NLP is a field of CS, AI, and _____ ______ - -computational linguistics MLP applications leverage deep neural networks to handle ______ ______ and natural language understanding - -speech recognition machine translation (hi...

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  • June 13, 2023
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  • 2022/2023
  • Exam (elaborations)
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  • top exam questions and answers
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AI NLP, Top Exam Questions and
answers, 100% Accurate, verified.

NLP is a field of CS, AI, and _____ ______ - ✔✔-computational linguistics



MLP applications leverage deep neural networks to handle ______ ______ and natural language
understanding - ✔✔-speech recognition



machine translation (historically motivated translate Russian to English); first systems using mechanical
translation failed. Vagueness, discourse structure, auto correction, ambiguity - ✔✔-t



(he brought a brand new car and drove it home) is an example of? - ✔✔-anaphora



i will be there. What did you do? (example of?) - ✔✔-indexicality



she learned how to play Mozart at a very young age - ✔✔-metonymy (Mozart's music)



Progress in NLP: _____ (part of speech and name entity recognition); text ______ (spam filtering);
parsing: text to tree, sentiment analysis; machine translation; info extraction - ✔✔-tagging, classification



is summarization, q/a, and dialog systems a work in process? (Joakim Nivre) - ✔✔-yes



text classification: Naive bayes. A training data (xi, yi), xi is a feature vector and yi is a discrete label. d
features, n examples. Consider Document classification: A new example with feature values x_new =
(a1, a2, ... ad).

we want to predict the label y_new of the new example so y_new will be - ✔✔-argmax p(y | a1, a2, ...
ad)

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