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Math Indexer and Searcher under the Hood: Fine-Tuning Query Expansion and Unification Strategies
Autoři | |
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Rok publikování | 2016 |
Druh | Článek ve sborníku |
Konference | Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies |
Fakulta / Pracoviště MU | |
Citace | |
www | |
Obor | Informatika |
Klíčová slova | similarity search; math information retrieval; MIaS; evaluation; MathML; query expansion |
Popis | This paper summarizes the experience of Math Information Retrieval team of Masaryk University (MIRMU) with the NTCIR-12 MathIR arXiv Main Task and its subtasks. We based our approach on the MIaS system. Based on NTCIR-11 Math-2 Task relevance judgements, we developed an evaluation platform. Using this platform we rigorously evaluated combinations of new features and picked the most promising ones for the NTCIR-12 evaluation. The new features tested are mostly aimed at further canonicalizing MathML input, structurally unifying formulae for syntactic-based similarity search and query expansion when combining text and math query terms. |
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