{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,27]],"date-time":"2026-03-27T15:42:09Z","timestamp":1774626129942,"version":"3.50.1"},"reference-count":25,"publisher":"American Chemical Society (ACS)","issue":"5","license":[{"start":{"date-parts":[[2022,2,24]],"date-time":"2022-02-24T00:00:00Z","timestamp":1645660800000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100000287","name":"Royal Academy of Engineering","doi-asserted-by":"publisher","award":["RCSRF1819\\7\\10"],"award-info":[{"award-number":["RCSRF1819\\7\\10"]}],"id":[{"id":"10.13039\/501100000287","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100004349","name":"BASF","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100004349","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100000271","name":"Science and Technology Facilities Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000271","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J. Chem. Inf. Model."],"published-print":{"date-parts":[[2022,3,14]]},"DOI":"10.1021\/acs.jcim.1c01199","type":"journal-article","created":{"date-parts":[[2022,2,24]],"date-time":"2022-02-24T13:13:10Z","timestamp":1645708390000},"page":"1207-1213","source":"Crossref","is-referenced-by-count":36,"title":["Single Model for Organic and Inorganic Chemical Named Entity Recognition in ChemDataExtractor"],"prefix":"10.1021","volume":"62","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0475-403X","authenticated-orcid":true,"given":"Taketomo","family":"Isazawa","sequence":"first","affiliation":[{"name":"Cavendish Laboratory, Department of Physics, University of Cambridge, J. J. Thomson Avenue, Cambridge CB3 0HE, U.K."}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1552-8743","authenticated-orcid":true,"given":"Jacqueline M.","family":"Cole","sequence":"additional","affiliation":[{"name":"Cavendish Laboratory, Department of Physics, University of Cambridge, J. J. Thomson Avenue, Cambridge CB3 0HE, U.K."},{"name":"ISIS Neutron and Muon Source, STFC Rutherford Appleton Laboratory, Harwell Science and Innovation Campus, Didcot, Oxfordshire OX11 0QX, U.K."},{"name":"Department of Chemical Engineering and Biotechnology, University of Cambridge, West Cambridge Site, Philippa Fawcett Drive, Cambridge CB3 0FS, U.K."}]}],"member":"316","published-online":{"date-parts":[[2022,2,24]]},"reference":[{"key":"ref1\/cit1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jcim.6b00207"},{"key":"ref2\/cit2","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.111"},{"key":"ref3\/cit3","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jcim.1c00446"},{"key":"ref4\/cit4","doi-asserted-by":"publisher","DOI":"10.1186\/1758-2946-7-S1-S2"},{"key":"ref5\/cit5","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jcim.9b00470"},{"key":"ref6\/cit6","doi-asserted-by":"crossref","unstructured":"Beltagy, I.; Lo, K.; Cohan, A. SciBERT: Pretrained Language Model for Scientific Text.  EMNLP; 2019.","DOI":"10.18653\/v1\/D19-1371"},{"key":"ref7\/cit7","unstructured":"Devlin, J.; Chang, M.W.; Lee, K.; Toutanova, K. Bert: Pre-training of deep bidirectional transformers for language understanding. 2018, arXiv:1810.04805.  arXiv Preprint. https:\/\/arxiv.org\/abs\/1810.04805 (accessed 2022-02-11)."},{"key":"ref8\/cit8","doi-asserted-by":"publisher","DOI":"10.3115\/1119176.1119195"},{"key":"ref9\/cit9","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.11"},{"key":"ref10\/cit10","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N18-3011"},{"key":"ref11\/cit11","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1648"},{"key":"ref12\/cit12","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/4248026"},{"key":"ref13\/cit13","doi-asserted-by":"publisher","DOI":"10.21236\/ADA273556"},{"key":"ref14\/cit14","unstructured":"Wu, Y.; Schuster, M.; Chen, Z.; Le, Q. V.; Norouzi, M.; Macherey, W.; Krikun, M.; Cao, Y.; Gao, Q.; Macherey, K.  Google\u2019s neural machine translation system: Bridging the gap between human and machine translation. 2016, arXiv:1609.08144.  arXiv Preprint. https:\/\/arxiv.org\/abs\/1609.08144 (accessed 2022-02-11)."},{"key":"ref15\/cit15","doi-asserted-by":"crossref","unstructured":"Gardner, M.; Grus, J.; Neumann, M.; Tafjord, O.; Dasigi, P.; Liu, N.; Peters, M.; Schmitz, M.; Zettlemoyer, L. Allennlp: A deep semantic natural language processing platform. 2018, arXiv:1803.07640.  arXiv Preprint. https:\/\/arxiv.org\/abs\/1803.07640 (accessed 2022-02-11).","DOI":"10.18653\/v1\/W18-2501"},{"key":"ref16\/cit16","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btx761"},{"key":"ref17\/cit17","doi-asserted-by":"publisher","DOI":"10.1186\/s13321-018-0280-0"},{"key":"ref18\/cit18","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref19\/cit19","unstructured":"Peters, M. E.; Neumann, M.; Iyyer, M.; Gardner, M.; Clark, C.; Lee, K.; Zettlemoyer, L. Deep contextualized word representations. 2018, arXiv:1802.05365.  arXiv Preprint. https:\/\/arxiv.org\/abs\/1802.05365 (accessed 2022-02-11)."},{"key":"ref20\/cit20","unstructured":"Mikolov, T.; Chen, K.; Corrado, G.; Dean, J. Efficient estimation of word representations in vector space. 2013, arXiv:1301.3781.  arXiv Preprint. https:\/\/arxiv.org\/abs\/1301.3781 (accessed 2022-02-11)."},{"key":"ref21\/cit21","unstructured":"Kingma, D. P.; Ba, J. Adam: A method for stochastic optimization. 2014, arXiv:1412.6980.  arXiv Preprint. https:\/\/arxiv.org\/abs\/1301.3781 (accessed 2022-02-11)."},{"key":"ref22\/cit22","doi-asserted-by":"publisher","DOI":"10.1093\/database\/baw068"},{"key":"ref23\/cit23","unstructured":"ti250\/cde2.1-ner-supplementary. https:\/\/github.com\/ti250\/cde2.1-ner-supplementary (accessed 2021-12-18)."},{"key":"ref24\/cit24","unstructured":"ChemDataExtractor\nv2. http:\/\/www.chemdataextractor2.org (accessed 2021-12-18)."},{"key":"ref25\/cit25","unstructured":"CambridgeMolecularEngineering\/chemdataextractor2:\nChemDataExtractor Version 2.0. https:\/\/github.com\/CambridgeMolecularEngineering\/chemdataextractor2 (accessed 2021-12-18)."}],"container-title":["Journal of Chemical Information and Modeling"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.jcim.1c01199","content-type":"application\/pdf","content-version":"vor","intended-application":"unspecified"},{"URL":"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/acs.jcim.1c01199","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,4,26]],"date-time":"2023-04-26T08:27:21Z","timestamp":1682497641000},"score":1,"resource":{"primary":{"URL":"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.jcim.1c01199"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2,24]]},"references-count":25,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2022,3,14]]}},"alternative-id":["10.1021\/acs.jcim.1c01199"],"URL":"https:\/\/doi.org\/10.1021\/acs.jcim.1c01199","relation":{},"ISSN":["1549-9596","1549-960X"],"issn-type":[{"value":"1549-9596","type":"print"},{"value":"1549-960X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2,24]]}}}