cs4650/7650 Spring 2018

	A	B	C	D	F	G	H	I
1	Unit	Date	Topic	Reading	Problem Sets		Homeworks
2	Unit	Date	Topic	Reading	Out	Due	Out	Due
3		2017-01-08	"snow" day
4	Classification	2017-01-10	Welcome, review of probability and linear algebra	Appendix A			HW1: math refresher
5		2016-01-12	Registration deadline
6		2017-01-15	MLK day
7		2017-01-17	Snow day
8		2017-01-22	Linear classification, Naive Bayes	Ch 1-1.1	PS1: classification			HW1
9		2017-01-24	Perceptron, SVM	Ch 1.2-1.3
10		2017-01-29	Logistic regression and optimization	Ch 1.4-1.5
11		2017-01-31	Feedforward neural networks	Ch 2-2.3			HW2: language models
12	Sequences	2017-02-05	Language models and recurrent neural networks	Ch 5 of notes; unix for poets		PS1
13		2017-02-07	Parts of speech and intro to sequence labeling	Ch 6.1 and 7			HW3: parts of speech	HW2
14		2017-02-12	Viterbi Algorithm and Hidden Markov Models	Ch 6.2-6.4	PS2: Sequence labeling
15		2017-02-14	Discuss and work on PS2					HW3
16		2017-02-19	Structured perceptron and conditional random fields	Ch 6.5
17	Trees	2017-02-21	Neural sequence labeling, named entity recognition	Ch 2.4, 6.6 (latest version of notes are better)			HW4: syntax
18		2017-02-26	Context-free grammars and syntax	Ch 8.2
19		2017-02-28	CKY constituent parsing	Ch 9-9.3 (use latest version of notes, not Jan 10 version)		PS2		HW4
20	Exam	2017-03-05	Midterm review
21		2017-03-07	Midterm exam
22		2017-03-12	Midterm recap, dependency grammar	Ch 10 (use March 7 version of notes)
23	Trees	2017-03-14	Transition-based dependency parsing	Ch 10 (use March 7 version of notes)	PS3: dependency parsing
24		2017-03-14	Withdraw deadline
25	Spring break	2017-03-19	Spring break
26		2017-03-21	Spring break
27	Trees	2017-03-26	Graph-based dependency parsing	Ch 10 (use March 7 version of notes)			HW5: logical semantics
28	Semantics	2017-03-28	First order logic semantics	Ch 11-11.3
29		2017-04-02	Semantic parsing, predicate-argument semantics	Ch 11.4, 12-12.1				HW5
30		2017-04-04	Semantic role labeling	Ch 12.1-12.4	PS4: coreference	PS3
31		2017-04-09	Coreference resolution	Ch 14			HW6: information extraction
32		2017-04-11	Word embeddings	Ch 13-13.6
33	Applications	2017-04-16	Information extraction: entities and relations	Ch 16-16.2				HW6
34	Applications	2017-04-18	Machine translation	Ch 17 (use april 18 version of notes)		PS4 (due 4-19)	HW7: Exam prep
35	Exam	2017-04-23	Final review					HW7 (due sunday 4/22)
36	Exam	2017-05-02	Final exam, 2:50-5:40pm
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42			Graph-based dependency parsing	Ch 10 (updated chapter will be posted)
43			Word Embeddings	Ch 13-13.6
44			Transition-based dependency parsing Ch 10 (updated chapter will be posted)
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