Natural Language Processing

Spring 2021

Announcement

Professor office hours: After Class M/W (Same zoom link as lecture)
GSI office hours: Wednesdays 7-8pm PT and Fridays 1-2pm PT (see Piazza page for zoom info)
This schedule is tentative, as are all assignment release dates and deadlines.

Lectures

Jan 25

Introduction 1 (1up) (4up)

Project 0 (due Tuesday 02/02 11:59pm PT)

Jan 27

Introduction 2

Feb 1

Language Modeling (1up) (4up)

J&M 3

Feb 3

Neural LMs 1

E 3.0-3.3; J&M 6; G 1-5

Feb 8

Neural LMs 2

J&M 7; Goldberg 10-11

Feb 10

Neural LMs 3

Project 1 (due Friday 02/26 11:59pm PT)

Feb 17

Machine Translation (1up) (4up)

IBM Model 1

Feb 22

Statistical MT

Philipp Koehn Slides; Stat MT Book

Feb 24

Neural MT 1(1up) (4up)

Attention

Project 2 (due Monday 03/15 11:59pm PT)

Mar 1

Neural MT 2

Transformer

Mar 3

Speech 1 (1up) (4up)

Mar 8

Speech 2

Mar 10

Speech 3

Mar 15

Speech 4

Mar 17

Speech 5

Mar 29

Parsing 1 (1up) (4up)

Mar 31

Parsing 2

Project 3 (due Monday 04/19 11:59pm PT)

Apr 5

Parsing 3

Apr 7

Parsing 4

Apr 12

Parsing 5

Apr 14

Semantics 1 (1up) (4up)

Apr 19

Semantics 2

Project 4 (due Friday 05/07 11:59pm PT)

Apr 21

Language reconstruction

Apr 26

Grounding

Apr 28

Dialog