Information Retrieval and Machine Learning

CIMI School in Machine Learning, 2015


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Data
Document set - plain text
Document set - XML
Frequency, document id., stem
Frequency, document id., word
Relevance assessment file (treceval)
Queries
Query, word
Query, stem
Query set (TREC format)
Stoplist
Programs
Indexer
Searcher
Runner with standard Lucene scheme
Runner with BM25
Grid searcher for BM25
Lecture notes
Lecture 1
Lecture 2
Lecture 3
Lecture 4 (hands-on session)