Aug. 26, Aug. 28 |
Introduction, |
Slides |
No class on Aug. 28; Homework 00 |
Sep. 2, Sep. 4 |
Text classification I |
Slides |
Demo Code |
Sep. 9, Sep. 11 |
Text Classification I, Language Modeling |
Slides |
Demo Code |
Sep. 16, Sep. 18 |
Language Modeling: n-gram LMs, Text Classification II: Neural Network Classifiers |
Slides |
Homework 01 |
Sep. 23, Sep. 25 |
Word embeddings: LSA |
Slides |
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Sep. 30, Oct. 2 |
Word embeddings: Word2vec |
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Oct. 7, Oct. 9 |
Language modeling: Neural LMs |
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Oct. 16 |
Statistical machine translation |
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Oct. 14: Reading Day |
Oct. 21, Oct. 23 |
Sequence-to-sequence Models, Text Generation |
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Oct. 28, Oct. 30 |
Transformers, GPT, and BERT |
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Nov. 4, Nov. 6 |
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EMNLP 2025; No class |
Nov. 11, Nov. 13 |
Parameter-efficient Fine-tuning, Instruction Tuning |
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Nov. 18, Nov. 20 |
In-context Learning, LLM Practice |
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Nov. 25 |
LLMs for Agentic AI |
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Nov. 27: Thanksgiving Recess |
Dec. 2, Dec. 4 |
NLP Applications: AI for Science |
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Dec. 9 |
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