Teaching

Natural Language Processing

Foundations and modern methods in language modeling, representation learning, and LLM applications.

• Lectures and readings
• Presentation assignments
• Final research project

• Spring 2024 (112B)
• Fall 2024 (113A)
• Fall 2025 (114A)

Applications of Language Processing in Practice

Practical advanced techniques in machine learning, deep learning, and natural language processing.

• Hands-on projects
• AI system development
• Paper submission and presentation

• Spring 2024 (112B)
• Spring 2025 (113B)
• Fall 2025 (114A)

Web Information Retrieval

Foundations and modern methods in information retrieval, indexing, ranking and searching applications.

• Lectures and readings
• Presentation assignments
• Final research project

• Spring 2026 (114B)

Information Retrieval Techniques and Applications

Practical advanced techniques in machine learning, deep learning, and information retrieval.

• Hands-on projects
• AI system development
• Paper submission and presentation

• Fall 2026 (115A)

Engineering Mathematics - Linear Algebra

• Fall 2018 (107-1)
• Fall 2019 (108-1)
• Fall 2020 (109-1)
• Fall 2021 (110-1)
• Fall 2022 (111-1)
• Fall 2023 (112-1)

Programming for Deep Learning

• Spring 2020 (108-2)
• Spring 2021 (109-2)
• Spring 2023 (111-2)

Introduction to Computer I

• Fall 2018 (107-1)

Introduction to Computer Science Laboratory

• Fall 2018 (107-1)

Natural Language Processing

• Fall 2019 (108-1)
• Spring 2022 (110-2)
• Fall 2022 (111-1)

Artificial Intelligence in Practice

• Fall 2020 (109-1)
• Spring 2022 (110-2)
• Spring 2023 (111-2)