| Moon's day | Woden' s day | Frigga's day |
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Aug 29 |
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LAB: Python warm-up and NLTK |
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Sept 3 |
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Regular expressions |
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Sept 10 |
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Information theory |
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Sept 12 |
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LAB: Autoregressive text generation |
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Sept 15 |
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Ngrams, language statistics |
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Sept 17 |
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Language models, smoothing |
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Sept 19 |
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Linear interpolation |
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Sept 22 |
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Finish linear interpolation; begin parts of speech |
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Sept 24 |
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Introduction to hidden Markov models |
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Oct 1 |
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LAB: HMMs on character-level states |
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Oct 6 |
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LAB: Recursive descent |
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Oct 10 |
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LAB: Spelling correction |
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Oct 24 |
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Bag-of-words model; text classification |
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Oct 27 |
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Naive Bayes classification |
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Oct 29 |
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LAB: NBC and sentiment analysis |
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Nov 3 |
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Stylometry and authorship attribution |
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Nov 12 |
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LAB: Neural net language models |
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Nov 14 |
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Vector semantics and embeddings |
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Dec 1 |
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Machine translation
Slides |
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Dec 3 |
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LAB: Machine translation |
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Dec 5 |
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Large language models |
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Dec 8 |
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Large language models |
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Dec 10 |
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Large language models |
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