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Finding Old Answers to New Math Questions: The ARQMath Lab at CLEF 2020

The ARQMath Lab at CLEF 2020 considers the problem of finding answers to new mathematical questions among posted answers on a community question answering site (Math Stack Exchange). Queries are question postings held out from the test collection, each containing both text and at least one formula....

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Detalles Bibliográficos
Autores principales: Mansouri, Behrooz, Agarwal, Anurag, Oard, Douglas, Zanibbi, Richard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148080/
http://dx.doi.org/10.1007/978-3-030-45442-5_73
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author Mansouri, Behrooz
Agarwal, Anurag
Oard, Douglas
Zanibbi, Richard
author_facet Mansouri, Behrooz
Agarwal, Anurag
Oard, Douglas
Zanibbi, Richard
author_sort Mansouri, Behrooz
collection PubMed
description The ARQMath Lab at CLEF 2020 considers the problem of finding answers to new mathematical questions among posted answers on a community question answering site (Math Stack Exchange). Queries are question postings held out from the test collection, each containing both text and at least one formula. We expect this to be a challenging task, as both math and text may be needed to find relevant answer posts. While several models have been proposed for text question answering, math question answering is in an earlier stage of development. To advance math-aware search and mathematical question answering systems, we will create a standard test collection for researchers to use for benchmarking. ARQMath will also include a formula retrieval sub-task: individual formulas from question posts are used to locate formulas in earlier answer posts, with relevance determined by narrative fields created based on the original question. We will use these narrative fields to explore diverse information needs for formula search (e.g., alternative notation, applications in specific fields or definition).
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spelling pubmed-71480802020-04-13 Finding Old Answers to New Math Questions: The ARQMath Lab at CLEF 2020 Mansouri, Behrooz Agarwal, Anurag Oard, Douglas Zanibbi, Richard Advances in Information Retrieval Article The ARQMath Lab at CLEF 2020 considers the problem of finding answers to new mathematical questions among posted answers on a community question answering site (Math Stack Exchange). Queries are question postings held out from the test collection, each containing both text and at least one formula. We expect this to be a challenging task, as both math and text may be needed to find relevant answer posts. While several models have been proposed for text question answering, math question answering is in an earlier stage of development. To advance math-aware search and mathematical question answering systems, we will create a standard test collection for researchers to use for benchmarking. ARQMath will also include a formula retrieval sub-task: individual formulas from question posts are used to locate formulas in earlier answer posts, with relevance determined by narrative fields created based on the original question. We will use these narrative fields to explore diverse information needs for formula search (e.g., alternative notation, applications in specific fields or definition). 2020-03-24 /pmc/articles/PMC7148080/ http://dx.doi.org/10.1007/978-3-030-45442-5_73 Text en © Springer Nature Switzerland AG 2020 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Mansouri, Behrooz
Agarwal, Anurag
Oard, Douglas
Zanibbi, Richard
Finding Old Answers to New Math Questions: The ARQMath Lab at CLEF 2020
title Finding Old Answers to New Math Questions: The ARQMath Lab at CLEF 2020
title_full Finding Old Answers to New Math Questions: The ARQMath Lab at CLEF 2020
title_fullStr Finding Old Answers to New Math Questions: The ARQMath Lab at CLEF 2020
title_full_unstemmed Finding Old Answers to New Math Questions: The ARQMath Lab at CLEF 2020
title_short Finding Old Answers to New Math Questions: The ARQMath Lab at CLEF 2020
title_sort finding old answers to new math questions: the arqmath lab at clef 2020
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148080/
http://dx.doi.org/10.1007/978-3-030-45442-5_73
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