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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....
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2020
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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). |
format | Online Article Text |
id | pubmed-7148080 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
record_format | MEDLINE/PubMed |
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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