{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,6]],"date-time":"2026-04-06T07:30:23Z","timestamp":1775460623388,"version":"3.50.1"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783030811990","type":"print"},{"value":"9783030812003","type":"electronic"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-81200-3_13","type":"book-chapter","created":{"date-parts":[[2021,7,15]],"date-time":"2021-07-15T17:04:55Z","timestamp":1626368695000},"page":"178-190","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Extrinsic Evaluation of Cross-Lingual Embeddings on the Patent Classification Task"],"prefix":"10.1007","author":[{"given":"Anastasiia","family":"Ryzhova","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ilya","family":"Sochenkov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,7,16]]},"reference":[{"key":"13_CR1","doi-asserted-by":"crossref","unstructured":"Artetxe, M., Schwenk, H.: Massively multilingual sentence embeddings for zero-shot cross-lingual transfer and beyond (2018)","DOI":"10.1162\/tacl_a_00288"},{"key":"13_CR2","doi-asserted-by":"publisher","first-page":"1017","DOI":"10.1016\/j.ipm.2011.11.001","volume":"48","author":"YL Chen","year":"2012","unstructured":"Chen, Y.L., Chang, Y.C.: A three-phase method for patent classification. Inf. Process. Manag. 48, 1017\u20131030 (2012). https:\/\/doi.org\/10.1016\/j.ipm.2011.11.001","journal-title":"Inf. Process. Manag."},{"key":"13_CR3","doi-asserted-by":"crossref","unstructured":"Conneau, A., et al.: Unsupervised cross-lingual representation learning at scale (2019)","DOI":"10.18653\/v1\/2020.acl-main.747"},{"key":"13_CR4","unstructured":"Lample, G., et al.: Word translation without parallel data. In: International Conference on Learning Representations (2018)"},{"key":"13_CR5","unstructured":"Devlin, J., Chang, M.W., Lee, K., Toutanova, K.: Bert: pre-training of deep bidirectional transformers for language understanding (2018)"},{"key":"13_CR6","doi-asserted-by":"crossref","unstructured":"Fall, C., Benzineb, K., Guyot, J., T\u00f6rcsv\u00e1ri, A., Fi\u00e9vet, P.: Computer-assisted categorization of patent documents in the international patent classification (2003)","DOI":"10.1145\/945546.945547"},{"key":"13_CR7","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1145\/945546.945547","volume":"37","author":"C Fall","year":"2003","unstructured":"Fall, C., T\u00f6rcsv\u00e1ri, A., Benzineb, K., Karetka, G.: Automated categorization in the international patent classification. SIGIR Forum 37, 10\u201325 (2003). https:\/\/doi.org\/10.1145\/945546.945547","journal-title":"SIGIR Forum"},{"key":"13_CR8","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1016\/S0957-4174(03)00141-6","volume":"26","author":"C Fall","year":"2004","unstructured":"Fall, C., T\u00f6rcsv\u00e1ri, A., Fi\u00e9vet, P., Karetka, G.: Automated categorization of German-language patent documents. Expert Syst. Appl. 26, 269\u2013277 (2004). https:\/\/doi.org\/10.1016\/S0957-4174(03)00141-6","journal-title":"Expert Syst. Appl."},{"key":"13_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1007\/978-3-319-12511-4_11","volume-title":"Professional Search in the Modern World","author":"JC Gomez","year":"2014","unstructured":"Gomez, J.C., Moens, M.-F.: A survey of automated hierarchical classification of patents. In: Paltoglou, G., Loizides, F., Hansen, P. (eds.) Professional Search in the Modern World. LNCS, vol. 8830, pp. 215\u2013249. Springer, Cham (2014). https:\/\/doi.org\/10.1007\/978-3-319-12511-4_11"},{"key":"13_CR10","unstructured":"Goodfellow, I.: Nips 2016 tutorial: generative adversarial networks (2016)"},{"key":"13_CR11","doi-asserted-by":"crossref","unstructured":"Hirota, W., Suhara, Y., Golshan, B., Tan, W.C.: Emu: enhancing multilingual sentence embeddings with semantic specialization (2019)","DOI":"10.1609\/aaai.v34i05.6301"},{"key":"13_CR12","unstructured":"Wang, Z., Mayhew, S., Roth, D.: Cross-lingual ability of multilingual BERT: an empirical study (2019)"},{"key":"13_CR13","unstructured":"Kapoor, R.: Intellectual property and appropriability regime of innovation in financial services, p. 33 (2014)"},{"key":"13_CR14","doi-asserted-by":"publisher","first-page":"1200","DOI":"10.1016\/j.ipm.2007.02.002","volume":"43","author":"JH Kim","year":"2007","unstructured":"Kim, J.H., Choi, K.S.: Patent document categorization based on semantic structural information. Inf. Process. Manag. 43, 1200\u20131215 (2007). https:\/\/doi.org\/10.1016\/j.ipm.2007.02.002","journal-title":"Inf. Process. Manag."},{"key":"13_CR15","unstructured":"Lample, G., et al.: Unsupervised machine translation using monolingual corpora only. In: International Conference on Learning Representations (2018)"},{"key":"13_CR16","series-title":"Lecture Notes in Electrical Engineering","doi-asserted-by":"publisher","first-page":"166","DOI":"10.1007\/978-981-10-3023-9_27","volume-title":"Advances in Computer Science and Ubiquitous Computing","author":"S Lim","year":"2017","unstructured":"Lim, S., Kwon, Y.J.: IPC multi-label classification applying the characteristics of patent documents. In: Park, J.J.J.H., Pan, Y., Yi, G., Loia, V. (eds.) CSA\/CUTE\/UCAWSN -2016. LNEE, vol. 421, pp. 166\u2013172. Springer, Singapore (2017). https:\/\/doi.org\/10.1007\/978-981-10-3023-9_27"},{"key":"13_CR17","unstructured":"Mikolov, T., Le, Q., Sutskever, I.: Exploiting similarities among languages for machine translation (2013)"},{"key":"13_CR18","doi-asserted-by":"publisher","unstructured":"Pires, T., Schlinger, E., Garrette, D.: How multilingual is multilingual BERT? pp. 4996\u20135001 (2019). https:\/\/doi.org\/10.18653\/v1\/P19-1493","DOI":"10.18653\/v1\/P19-1493"},{"key":"13_CR19","unstructured":"Ruder, S.: A survey of cross-lingual embedding models (2017)"},{"key":"13_CR20","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/BF02289451","volume":"31","author":"P Sch\u00f6nemann","year":"1966","unstructured":"Sch\u00f6nemann, P.: A generalized solution of the orthogonal procrustes problem. Psychometrika 31, 1\u201310 (1966). https:\/\/doi.org\/10.1007\/BF02289451","journal-title":"Psychometrika"},{"key":"13_CR21","unstructured":"Vaswani, A., et al.: Attention is all you need (2017)"}],"container-title":["Communications in Computer and Information Science","Data Analytics and Management in Data Intensive Domains"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-81200-3_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,7,15]],"date-time":"2021-07-15T17:31:05Z","timestamp":1626370265000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-81200-3_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030811990","9783030812003"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-81200-3_13","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"16 July 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"DAMDID\/RCDL","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Data Analytics and Management in Data Intensive Domains","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Voronezh","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Russia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 October 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 October 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"damdid2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/damdid2020.cs.vsu.ru\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"CMT","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"60","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"16","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"27% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3.8","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}