Instructor: Prof. Jung-Hsien Chiang (蔣榮先)
Course: Tue A-C; Office Hour: Mon 3-4
Course Goals
To understand and be able to apply information retrieval technology in automated biomedical literature search. Students will participate in intensive computer programming projects and will enhance their skills via research to various search technologies. This course also includes paper presentation and final project as well. Students will be expected to complete all course requirements upon their participation.
Course Outline
- Introduction
- Basic IR Modeling
- Retrieval Evaluation
- Document Processing
- Word Embedding
- Query Operation
- Indexing and Search
- Searching the Webs
- Social text Analytics/Image Retrieval
- BERT/ChatGPT Challenge
Textbook
Manning, Raghavan, and Schutze, Introduction to Information Retrieval, Cambridge University Press, 2009
References
Information Retrieval: Implementing and Evaluating Search Engines (MIT Press), 2010
Ricardo Baeza-Yates and Berthier Ribeiro-Neto, Modern Information Retrieval, Addison-Wesley Inc., 1999
Grading Policy
Computer Assignment* 40%
Presentation** 30%
Final Course Project 30%
Related Material
Syllabus
請各位麻煩填寫以下表單SIGIR 2022~2024欲報告的paper 2篇，並且不要與他人重複：
https://forms.gle/H3VcDH6e2b9T79Gd8
可從以下表單查看他人填寫狀況：
https://docs.google.com/spreadsheets/d/1lzu7GpYpZP3OUcOE2Xj2r1SVEXVPgEyvYvgoRb40_UA/edit?usp=sharing
Lecture Note
Supplementary
Homework