Towards Reproducible Machine Learning Research in Information Retrieval.
Ana LucicMaurits J. R. BleekerMaarten de RijkeKoustuv SinhaSami JullienRobert StojnicPublished in: SIGIR (2022)
Keyphrases
- machine learning
- information retrieval
- information extraction
- text mining
- application of machine learning methods
- computational linguistics
- search engine
- artificial intelligence
- machine learning methods
- document retrieval
- question answering
- information retrieval systems
- natural language processing
- document collections
- text processing
- machine learning algorithms
- pattern recognition
- inductive logic programming
- learning to rank
- knowledge acquisition
- language modeling
- knowledge discovery
- feature selection
- retrieval systems
- inductive learning
- learning tasks
- computational biology
- machine learning approaches
- explanation based learning
- data sets
- learning algorithm
- text classification
- data mining
- information filtering
- ir evaluation
- computational intelligence
- retrieval effectiveness
- text retrieval
- computer science
- relevant documents
- learning systems
- data analysis
- query expansion
- language model
- support vector machine