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Algorithms
Similarity Searching, Architecture & Hardware, Compression...

Beyond Text Processing
Image Processing, Mathematics Retrieval, Software...

Classic Information Retrieval
Question Answering, Indexing Techniques, Evaluation...

Community
People, Research Groups, Blogs...

Computational Biology
 

Crowdsourcing
 

Data Sets and Test Collections
Text Mining and NLP, Multimedia, WWW...

Educational Materials
Books, Online Courses, Talks...

Machine learning
Deep learning, Feature Selection, Dimensionality Reduction, and Anomaly Detection, Tutorials...

Natural Language Processing and Computational Linguistics
Parsing & Tagging, Information Extraction, Machine translation...

Software
Natural Language Processing & Information Extraction, Machine Learning, Data Structures & Algorithms...

 


Information Retrieval (IR) Surveys  Doug Oard
Information Retrieval in the Open Directory  
Introduction to Information Retrieval  Christopher D. Manning, Prabhakar Raghavan, and Hinrich Schütze
Modern information retrieval  Ricardo Baeza-Yates, Berthier Ribeiro-Neto - A description of book by (table of contents) and a couple of chapters
Recommended Reading for IR Research Students  Alistair Moffat, Justin Zobel, David Hawking - Prior to the workshop, participants at SWIRL were asked to provide two nominations, with supporting argument, for a corpus of “must read” papers that IR graduate students should be familiar with. Attendees chose papers that represented key breakthroughs,or represented work undertaken to a particularly high standard, or that presented established material in an innovative or accessible manner. The results are, we believe, illuminating and thoughtprovoking.