Lectures

Subject to change.

Date Topics Readings Optional Advanced Readings
Tu Aug 29 Introduction to Computational Linguistics
Th Aug 31 Distributional Semantics, Word Sense Disambiguation SLP3 Ch15
Tu Sep 5 Supervised Classification, Bag of Words, Naive Bayes SLP3 7.1 and 7.4
Th Sep 7 Project 1 set-up office hour
Tu Sep 12 Perceptron, Logistic Regression CIML ch4
Th Sep 14 Neural networks SLP3 8.1-8.4
Tu Sep 19 Dense word embeddings SLP3 ch16
Th Sep 21 N-gram language models SLP3 ch4
Tu Sep 26 Neural language models Seq2Seq 5-6
Th Sep 28 POS tagging SLP3 10.1-10.3
Tu Oct 3 Structured prediction CIML ch17
Th Oct 5 Grammar, Syntactic parsing SLIP3 14.1-14.3
Tu Oct 10
Exam 1
Th Oct 12 Dependency parsing SLP3 ch14(14.4-end)
Tu Oct 17 Dependency parsing II SLP3 ch14
Th Oct 19 Imitation Learning CIML ch18
Tu Oct 24 Intro to Machine Translation
Th Oct 26 Sequence to sequence models seq2seq Sec 7
Tu Oct 31 Neural MT, attention seq2seq sec 8
Th Nov 2 Statistical MT Collin's notes
Tu Nov 7 Phrase-based MT Collin's notes
Th Nov 9 Multilingual models
Tu Nov 14 Multilingual models
Th Nov 16
Exam 2

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