About: ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents

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An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents
Creator	Nguyen, Dat Baldwin, Timothy Fang, Biaoyan Verspoor, Karin Zhai, Zenan Akhondi, Saber Cohn, Trevor Druckenbrodt, Christian Hoessel, Ralph Thorne, Camilo Yoshikawa, Hiyori
Source	PMC
abstract	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.
has issue date	2020-03-24(xsd:dateTime)
bibo:doi	10.1007/978-3-030-45442-5_74
has license	no-cc
sha1sum (hex)	b254ce91e2ef4d343692d165d41ece422c94db11
schema:url	https://doi.org/10.1007/978-3-030-45442-5_74
resource representing a document's title	ChEMU: Named Entity Recognition and Event Extraction of Chemical Reactions from Patents
has PubMed Central identifier	PMC7148043
schema:publication	Advances in Information Retrieval
resource representing a document's body	covid:b254ce91e2ef4d343692d165d41ece422c94db11#body_text
is schema:about of	named entity 'evaluation' named entity 'extraction' named entity 'UNIVERSITY' named entity 'PATENTS' named entity 'ARGUMENT' named entity 'argument' named entity 'Task' named entity 'Elsevier' named entity 'introduce' named entity 'methodology' named entity 'lab' named entity 'evaluation' named entity 'identifying' named entity 'Cheminformatics' named entity 'compound' named entity 'Elsevier' named entity 'chemical reactions' named entity 'Named entity recognition' named entity 'Cheminformatics' named entity 'chemical compounds' named entity 'extraction' named entity 'Named entity recognition' named entity 'European Patent Office' named entity 'argument role' named entity 'patent documents' named entity 'CLEF' named entity 'social media' named entity 'chemical patent' named entity 'CLEF' named entity 'named entity recognition' named entity 'BioCreative' named entity 'patent' named entity 'relation extraction' named entity 'Arg1' named entity 'reagent' named entity 'chemical information' named entity 'chemical reaction' named entity 'named entity recognition' named entity 'BioCreative' named entity 'precision, recall' named entity 'chemical substances' named entity 'chemical patents' named entity 'chemical reaction' named entity 'patent' named entity 'chemical patent' named entity 'patent documents' named entity '1, 2' named entity 'event extraction' named entity 'NER' named entity 'complex analysis' named entity 'chemical reaction' named entity 'lexicon' named entity 'chemical entities' named entity 'intellectual property' named entity 'chemical reaction' named entity 'CLEF' named entity 'chemical reaction' named entity 'NLP' named entity 'scientific papers' named entity 'syntactic parsing' named entity 'end product' named entity 'test set' named entity 'SemEval' named entity 'scientific literature' named entity 'United States Patent and Trademark Office' named entity 'patent' named entity 'prior art' named entity 'patent documents' named entity 'event extraction' named entity 'reaction time' named entity 'information extraction' named entity 'patent claims' named entity 'chemical compound'

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