From b1e08e933489248479207d98dace57da0a989105 Mon Sep 17 00:00:00 2001 From: Keyu Chen <54015474+keyuchen21@users.noreply.github.com> Date: Mon, 3 Mar 2025 19:54:52 -0500 Subject: [PATCH] Create CS11-711 CMU's CS11-711 is the best and most up to date NLP course I ever encounter. please add it --- docs/深度学习/CS11-711 | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) create mode 100644 docs/深度学习/CS11-711 diff --git a/docs/深度学习/CS11-711 b/docs/深度学习/CS11-711 new file mode 100644 index 00000000..70d906e4 --- /dev/null +++ b/docs/深度学习/CS11-711 @@ -0,0 +1,20 @@ +# CS11-711: Advanced Natural Language Processing + +## Description + +- **Offered by:** Carnegie Mellon University +- **Prerequisites:** Programming experience in Python; knowledge of probability and linear algebra +- **Programming Language:** Python +- **Difficulty:** 🌟🌟🌟🌟 +- **Class Hours:** Approximately 80 hours + +This introductory graduate-level course focuses on natural language processing (NLP) for students interested in conducting cutting-edge research in the field. It covers fundamental NLP tasks such as syntactic, semantic, and discourse analysis, emphasizing modern neural network methods and the essential modeling and learning algorithms. The course culminates in a project where students reimplement and enhance a research paper on a chosen topic. + +## Course Resources + +- **Course Website:** +- **Lecture Videos:** +- **Textbook:** None specified +- **Assignments:** Four assignments, including a final project, with details provided on the course website + +For more information, visit the course website.