Modified PubMed Dataset used by WSU-IR team at TREC 2015 Clinical Decision Support Track
Balaneshin-kordan, Saeid and Kotov, Alexander and Xisto, Railan

pubmed.trectext18.53GB
Type: Dataset
Tags: Optimization, UMLS, Pseudo Relevance Feedback, Clincal Decision Support, Semantic Analysis, Markov Random Fields

Bibtex:
@inproceedings{balaneshin2015wsu,
title= {Modified PubMed Dataset used by WSU-IR team at TREC 2015 Clinical Decision Support Track},
author= {Balaneshin-kordan, Saeid and Kotov, Alexander and Xisto, Railan},
abstract= {The corresponding paper to this dataset describes participation of WSU-IR group in TREC 2015 Clinical Decision Support (CDS) track. We present a Markov Random Fields-based retrieval model and an optimization method for jointly weighting statistical and semantic unigram, bigram and multi-phrase concepts from the query and PRF documents as well as three specific instantiations of this model that we used to obtain the runs submitted for each task in this track. These instantiations consider different types of concepts and use different parts of topics as queries.},
keywords= {Markov Random Fields, Optimization, Pseudo Relevance Feedback, UMLS, Clincal Decision Support, Semantic Analysis},
terms= {}
}

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