Logistics

Instructors

Welcome!

We are excited to welcome you to this NLP seminar! The course is an intellectual history of computational linguistics, natural language processing, and speech recognition, using primary sources. We will read seminal early papers, conduct interviews with historical figures, with the goal of understanding the intellectual development of the field.

This course is a reading-based discussion seminar, with a heavy reading load. We expect all students to read all assigned papers and come ready to discuss substantively.

Prerequisites: (strictly required) completion of a Stanford graduate NLP course (CS 224C/N/U/S, 329X, 384). Strongly recommended: PhD or other graduate status.


Course info

Class Format

Required work

Grade determination

Deadlines and late days

All assignments are due on Fridays at 5pm. You will get 8 late days that you can spread throughout the quarter as you wish. However, you may not use more than two late days for the weekly assignments. Any assignment received after Sunday 5pm before class will be considered not submitted.

Late days can count for either the weekly assignments (reading responses and discussion questions) or for project deliverables. Reading responses and discussion questions go together: submitting both 1 day late uses 1 late day, not 2.

Making all students feel welcome

We are committed to doing what we can to work for equity and to create an inclusive learning environment that actively values the diversity of backgrounds, identities, and experiences of everyone in CS 324H. We also know that we will sometimes make missteps. If you notice some way that we could do better, we hope that you will let us know about it.

Well-Being and Mental Health

If you are experiencing personal, academic, or relationship problems and would like to talk to someone with training and experience, you might first reach out to the Graduate Life Office. For student mental health and wellbeing help, reach out to Counseling and Psychological Services (CAPS), the university’s counseling center. Phone assessment appointments can be made at CAPS by calling 650-723-3785, or by accessing the VadenPatient portal through the Vaden website.

Students with Documented Disabilities

We assume that all of us learn in different ways, and that the organization of the course must accommodate each student differently. We are committed to ensuring the full participation of all enrolled students in this class. If you need an academic accommodation based on a disability, you should initiate the request with the Office of Accessible Education (OAE). The OAE will evaluate the request, recommend accommodations, and prepare a letter for faculty. Students should contact the OAE as soon as possible and at any rate in advance of assignment deadlines, since timely notice is needed to coordinate accommodations. Students should send the instructor your accommodation letter as soon as possible.

Sexual violence

Academic accommodations are available for students who have experienced or are recovering from sexual violence. If you would like to talk to a confidential resource, you can schedule a meeting with the Confidential Support Team or call their 24/7 hotline at: 650-725-9955. Counseling and Psychological Services also offers confidential counseling services. Non-confidential resources include the Title IX Office, for investigation and accommodations, and the SARA Office, for healing programs. Students can also speak directly with the instructor to arrange accommodations, but note that university employees – including professors and TAs – are required to report what they know about incidents of sexual or relationship violence, stalking and sexual harassment to the Title IX Office. Students can learn more at https://vaden.stanford.edu/sexual-assault.


Schedule

Date Description Readings Due the previous Friday
Week 1 Mon January 8 Introduction to the Course and Brief Overview of the History of the Field
[slides]
Chris and Dan tell the history of NLP according to them.
Activity: Students bring questions to ask the “Chris and Dan” panel.
Week 2 Mon January 15 No class (MLK Jr. Day)
Week 3 Mon January 22 History of Science: Foundations and Relevant Theories Responses and questions due Jan 19 at 5pm
Week 4 Mon January 29 Doing computational History (on NLP and other corpora of research papers) Responses and questions due Jan 26 at 5pm
Week 5 Mon February 5 Discourse and Dialog in Palo Alto in the 70s/80s Responses and questions due Feb 2 at 5pm
Week 6 Mon February 12 The Statistical Revolution Responses and questions due Feb 9 at 5pm
Week 7 Mon February 19 No class (Presidents' Day) Project proposal due Feb 16 at 5pm
Week 8 Mon February 26 The PDP era and early neural speech period Responses and questions due Feb 23 at 5pm
Week 9 Mon March 4 The 2000s and 2010s Responses and questions due March 1 at 5pm
Week 10 Mon March 11 Class project presentations Final project writeups due March 15 at 5pm