LING 80LPredicting Words with Numbers: From Code-Breaking to Spell-Check, and Large Language Models
Investigates the ways quantitive methods are used, including probability and statistics, to make predictions about language and to model central aspects of language, including form, meaning, and use. Course explores the thousands of years of these approaches, covering topics including code-breaking, modeling word meaning, neural network models, and large language models (LLMs), among many others. Also explores how these approaches can be used to help model how people process language.
Prerequisites: LING 50, LING 53, LING 80K, or LING 80M.
- Enroll in lecture and associated discussion section.
- All prerequisite restrictions have been lifted for F25. Any student may enroll in this class.
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When it runs
Fall 2025Open Fall 2025
| Section | Type | When | Where | Instructor | Seats |
|---|---|---|---|---|---|
| 01 | Lecture | Mon Wed Fri 9:20am–10:25am | Steven Acad 152 | P. Anand | Closed 12/0 |
Who teaches it
| Instructor | Rating | Difficulty | Would take again | Reviews |
|---|---|---|---|---|
| Pranav Anand | 3.9 / 5 | 3.3 / 5 | 65% | 51 |
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