Lectures

Subject to change.

Date	Topics	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

Computational Linguistics I