CSE474 Monsoon 2025 IIITH Information extraction and retrieval

Published: January 25, 2024

Unit 1: Introduction to Information retrieval, Information Extraction and Information Access systems. (6 hours)
Unit 2: Information Retrieval Models and Evaluation of IR systems (7.5 hours)
Unit 3: Web Information Retrieval (4.5 hours)
Unit 4 Natural Language Processing in IR (7.5 hours)
Unit 5: Machine Learning in Information Retrieval Systems (12 hours)
Unit 6: Information Extraction (4.5 Hours)
Unit 7: IR Applications (12 Hours)

References:

Introduction Information Retrieval – Chris Manning et al (the Stanford IR Book) (ISBN-13: 978- 0521865715)
Search Engines: IR in Practice – Bruce Craft et al (ISBN-13: 978-0136072249)
Research papers