| Aug. 26, Aug. 28 |
Introduction, Text classification I |
Slides 01 and Slides 02 and Demo |
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| Sep. 2, Sep. 4 |
No class |
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| Sep. 9, Sep. 11 |
Text classification II |
Slides and Demo |
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| Sep. 16, Sep. 18 |
Word embeddings: LSA |
Slides |
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| Sep. 23, Sep. 25 |
Word embeddings: Word2vec |
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| Sep. 30, Oct. 2 |
Language modeling: n-gram LMs |
Slides and Demo |
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| Oct. 7, Oct. 9 |
Language modeling: Neural LMs |
Slides |
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| Oct. 16 |
Statistical machine translation |
Slides |
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| Oct. 21, Oct. 23 |
Sequence-to-sequence models |
Slides (2nd part) |
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| Oct. 28, Oct. 30 |
Text generation and summarization |
Slides and Demo |
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| Nov. 4 |
Transformers, GPT, and BERT |
Slides and Demo |
Nov. 7: EMNLP 2025 |
| Nov. 13 |
Parameter-efficient fine-tuning |
Slides |
Nov. 11: EMNLP 2025 |
| Nov. 18, Nov. 20 |
In-context Learning, LLM Practice |
Slides 01 Slides 02 |
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| Nov. 25 |
NLP Applications: AI for Science |
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Nov. 27: Thanksgiving Recess |
| Dec. 2, Dec. 4 |
NLP Applications: AI for Society |
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| Dec. 9 |
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