LIN 2: Language, the Mind, and Computers

Instructor Lecture Day/Time Lecture Hall Email Office Hours Office
Masoud Jasbi Tue + Thu 3:10 - 4:30 PM Giedt Hall 1001 jasbi@ucdavis.edu Thu 2:00 - 3:00 Kerr Hall 279
Teaching Assistant Discussion Section Day/Time Classroom Email Office Hours Office
Anna Boyer Wed 5:10 - 6:00 Wellman Hall 1 anboyer@ucdavis.edu Wed 3:00 - 5:00 Kerr Hall 261
Ishwa Anadani Wed 6:10 - 7:00 Wellman Hall 1 ianadani@ucdavis.edu Wed 10:00-11:00
Mohammad Afkir Thu 5:10 - 6:00 Wellman Hall 3 mafkir@ucdavis.edu Tue 1:00-2:00 Kerr Hall 263
Eve Booker Thu 6:10 - 7:00 Wellman Hall 3 nbook@ucdavis.edu Fri 12:00-2:00 Kerr Hall 263
Anya McHugh Fri 8:00 - 8:50 Social Sciences 80 ammchugh@ucdavis.edu Fri 9:00-10:00 and 11:00-12:00 Kerr Hall 283
Anya McHugh Fri 10:00 - 10:50 Wellman Hall 1 ammchugh@ucdavis.edu Fri 9:00-10:00 and 11:00-12:00 Kerr Hall 283
Eve Booker Fri 11:00 - 11:50 Wellman Hall 1 nbook@ucdavis.edu Fri 12:00-2:00 Kerr Hall 263

Schedule

Week Month Date Topic Content Videos Readings Assignments
1 September 25 Science, Language, The Mind, and Computers
2 October 30 The Computational Theory of Mind and Language (Slides) The Mind-Body Problem
Marr's Level's of Analysis
2
3 7 Design Features of Language
9
4 14 Language as a Symbolic System
16
5 21 Symbolic Processing and Learning
23
6 28 Language as Verbal Behavior
November 30
7 4 Neural Networks
6
8 11 Large Language Models
13
9 18 Language as a Communication System Pragmatics, Grice's Theory
20
10 25 Information Theory
27 Thanksgiving
11 December 2 Information Theoretic Linguistics
4

Course Objectives

Objective Course Component
1 Introduce the basic ideas in computational and cognitive approaches to language Lectures, Readings, Videos
2 Practice scientific reasoning Assignments
3 Practice interacting with computational models of language Assignments

Syllabus

Assessment
Scientific Reasoning 50 Points Fact Check 30 Points Lectures contain deliberate (and sometimes accidental) factual errors and falsehoods. Find the falsehood, reference where it appears, and submit adequate evidence showing why the statement is false. Each correct fact check is worth 3 points; 1 for detection and 2 for providing adequate evidence. Incorrect fact checks relying on clearly made up "evidence" can result in losing 1 point. 30 points maximum for all fact checks. No strict deadlines; you can submit until the exam week starts. Instructors will correct some falsehoods as the term goes by, so fewer will remain to catch later in the term.
Science Papers 20 Points Read the following 1-page papers published in the journal Science:
1. Saffran, Aslin, Newport (1996). Statistical Learning by 8-Month-Old Infants
2. Tanenhaus, Spivey-Knowiton, Eberhard, Sedivy (1995). Integration of Visual and Linguistic Information in Spoken Language Comprehension.
Then take a look at this introduction to scientific argument maps and how we use them in this class . Create a scientific argument map for each paper (each worth 10 points).
Tech Skills 60 Points Tech Reports 60 Points 3 assignments interacting with and learning about language technology like Large Language Models. Each 20 points. Assignments will be published on Canvas and can be submitted there.
Policies
Deadlines Canvas provides soft deadlines for each assignment. If you want timely and detailed feedback and grading of your assignment, you must submit it before its soft deadline. If you submit late, your TAs will grade the assignment at their earliest convenience and they may or may not choose to provide detailed feedback to you. There are no other penalties for late submission. All assignments must be submitted by the exam week to receive a grade.
Submission Format Submit your assignments using Canvas. All assignments can be found in the assignments tab of Canvas. If an answer is handwritten and cannot be determined due to illegibility, no points are assigned to that answer. Do not include your name or any identifying information in the assignments. In order to avoid grading biases, all grading is done either automatically or anonymously.
Grading The points you earn during the course will turn into your letter grade according to the following scale:
A+ = 100-97 A = 97-93, A- = 93-90, B+ = 90-87, B = 87-83, B- = 83-80, C+ = 80-77, C = 77-73, C- = 73-70, D+ = 70-67, D = 67-63, D- = 63-60, F = 60-0.
For any submission, if you believe there have been grading mistakes, you can ask for re-grading. The assignment will be graded by a new grader and the second grade will be recorded.
Integrity We follow the UC Davis code of academic conduct. You are permitted to work together on assignments but you must write up and submit your own assignments. You are responsible for the content you submit and you must understand it fully.
Accessibility Students who may need an academic accommodation based on the impact of a disability must initiate the request with the UC Davis Student Disability Center. Professional staff will evaluate the request, recommend reasonable accommodations, and prepare a letter of accommodation for the faculty. Students should contact the SDC as soon as possible since timely notice is needed to coordinate accommodations.
Addressing the Instructor You can address the instructor by the first name "Masoud". Titles or last name is not necessary.