LING 073 / CPSC 013 — Spring 2025
Computational Linguistics

Professor:Jonathan North Washington
Office:Pearson 105
Office phone:x6134
Office hours:W 13:30-15:00
& by appointment
Email/messaging: jwashin1@swarth...more.edu
 
Meeting time:TTh 11:20-12:35
Lab hours: Th 16:15-18:15
Physical classroom:Clothier 16
Course website: http://jnw.domains.swarthmore.edu/ling073
Course wiki: http://wikis.swarthmore.edu/ling073
IRC channel: irc.oftc.net#swatling
Course Moodle site: CPSC013-01-LING073-01-S25

Course Syllabus

Schedule (subject to change)

weekdatetopicto read (by class) / due (on Friday)
1 21 Jan

Introductions, syllabus

What (and why) is CL (and NLP)?

23 Jan

Linguistic communities

Long (2007) - Chilean Mapuches in language row with Microsoft

Environment setup

2 28 Jan

Resource identification

Library Resources?

language selection (due before class)

30 Jan

guest?

3 4 Feb

Corpus assembly

6 Feb

LAB

lab 1 - documentation of resources + Initial corpus assembly

4 11 Feb

Input methods

Lebedev (2004) - Where once was a comma

13 Feb

LAB

lab 2 - keyboard layout

5 18 Feb

Morphological typology

Grammar documentation

Janhunen & Gruzdeva (2016) - Bringing the orthography of an indigenous language to the digital age: The case of Nivkh in the Russian Far East

20 Feb

LAB

lab 3 - Grammar documentation

6 25 Feb

FSTs and morphology

Analyser evaluation

Bird (2009) - Natural Language Processing and Linguistic Fieldwork

27 Feb

LAB

lab 4 - Basic morphological analyser

7 4 Mar

FSTs and phonology

Generator evaluation

Kornai (2013) - Digital Language Death

6 Mar

LAB

lab 5 - Basic morphological generator

11 Mar

Spring break!

13 Mar

Spring break!

8 18 Mar

non-symbolic approaches to NLP (guest lecture)?

20 Mar

Midterm project demos

midterm project demos (for class)

9 25 Mar

Machine translation

Lexical transfer

Khanna et al. (2021) - Recent advances in Apertium, a free / open-source rule-based machine translation platform for low-resource languages (§1, §2, §5)

27 Mar

LAB

lab 6 - Lexical transfer

10 1 Mar

Models of development, FOSS

Ambiguity resolution: Morphological disambiguation & Lexical selection

Pedersen (2008) - Empiricism Is Not A Matter of Faith

3 Apr

LAB

lab 7 - Ambiguity resolution

11 8 Apr

Contrastive grammars

Mahelona (2020) - Te reo Māori Speech Recognition: A Story of Community, Trust, and Sovereignty

10 Apr

LAB

lab 8 - Contrastive grammar

12 15 Apr

Structural transfer

Constituency syntax

Romero (2016) - Bill Gates speaks Kʼicheeʼ! The corporatization of linguistic revitalization in Guatemala

17 Apr

LAB

lab 9 - Structural transfer

13 22 Apr

RBMT evaluation

Moshagen & Trosterud (2019) - Rich Morphology, No Corpus – And We Still Made It. The Sámi Experience

24 Apr

LAB

Bird (2020) - Decolonising Speech and Language Technology

14 29 Apr

LAB

lab 10 - Polished basic RBMT system

1 May

LAB

15 TBA

Final project presentation