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ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents
We introduce a new evaluation lab named ChEMU (Cheminformatics Elsevier Melbourne University), part of the 11th Conference and Labs of the Evaluation Forum (CLEF-2020). ChEMU involves two key information extraction tasks over chemical reactions from patents. Task 1—Named entity recognition—involves...
| 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/PMC7148043/ http://dx.doi.org/10.1007/978-3-030-45442-5_74 |
| _version_ | 1783520518562906112 |
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| author | Nguyen, Dat Quoc Zhai, Zenan Yoshikawa, Hiyori Fang, Biaoyan Druckenbrodt, Christian Thorne, Camilo Hoessel, Ralph Akhondi, Saber A. Cohn, Trevor Baldwin, Timothy Verspoor, Karin |
| author_facet | Nguyen, Dat Quoc Zhai, Zenan Yoshikawa, Hiyori Fang, Biaoyan Druckenbrodt, Christian Thorne, Camilo Hoessel, Ralph Akhondi, Saber A. Cohn, Trevor Baldwin, Timothy Verspoor, Karin |
| author_sort | Nguyen, Dat Quoc |
| collection | PubMed |
| description | We introduce a new evaluation lab named ChEMU (Cheminformatics Elsevier Melbourne University), part of the 11th Conference and Labs of the Evaluation Forum (CLEF-2020). ChEMU involves two key information extraction tasks over chemical reactions from patents. Task 1—Named entity recognition—involves identifying chemical compounds as well as their types in context, i.e., to assign the label of a chemical compound according to the role which the compound plays within a chemical reaction. Task 2—Event extraction over chemical reactions—involves event trigger detection and argument recognition. We briefly present the motivations and goals of the ChEMU tasks, as well as resources and evaluation methodology. |
| format | Online Article Text |
| id | pubmed-7148043 |
| institution | National Center for Biotechnology Information |
| language | English |
| publishDate | 2020 |
| record_format | MEDLINE/PubMed |
| spelling | pubmed-71480432020-04-13 ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents Nguyen, Dat Quoc Zhai, Zenan Yoshikawa, Hiyori Fang, Biaoyan Druckenbrodt, Christian Thorne, Camilo Hoessel, Ralph Akhondi, Saber A. Cohn, Trevor Baldwin, Timothy Verspoor, Karin Advances in Information Retrieval Article We introduce a new evaluation lab named ChEMU (Cheminformatics Elsevier Melbourne University), part of the 11th Conference and Labs of the Evaluation Forum (CLEF-2020). ChEMU involves two key information extraction tasks over chemical reactions from patents. Task 1—Named entity recognition—involves identifying chemical compounds as well as their types in context, i.e., to assign the label of a chemical compound according to the role which the compound plays within a chemical reaction. Task 2—Event extraction over chemical reactions—involves event trigger detection and argument recognition. We briefly present the motivations and goals of the ChEMU tasks, as well as resources and evaluation methodology. 2020-03-24 /pmc/articles/PMC7148043/ http://dx.doi.org/10.1007/978-3-030-45442-5_74 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 Nguyen, Dat Quoc Zhai, Zenan Yoshikawa, Hiyori Fang, Biaoyan Druckenbrodt, Christian Thorne, Camilo Hoessel, Ralph Akhondi, Saber A. Cohn, Trevor Baldwin, Timothy Verspoor, Karin ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents |
| title | ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents |
| title_full | ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents |
| title_fullStr | ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents |
| title_full_unstemmed | ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents |
| title_short | ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents |
| title_sort | chemu: named entity recognition and event extraction of chemical reactions from patents |
| topic | Article |
| url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7148043/ http://dx.doi.org/10.1007/978-3-030-45442-5_74 |
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