{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,9]],"date-time":"2025-09-09T21:25:35Z","timestamp":1757453135114,"version":"3.40.3"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030183042"},{"type":"electronic","value":"9783030183059"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-18305-9_60","type":"book-chapter","created":{"date-parts":[[2019,5,20]],"date-time":"2019-05-20T14:15:30Z","timestamp":1558361730000},"page":"563-569","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Contextual Generation of Word Embeddings for Out of Vocabulary Words in Downstream Tasks"],"prefix":"10.1007","author":[{"given":"Nicolas","family":"Garneau","sequence":"first","affiliation":[]},{"given":"Jean-Samuel","family":"Leboeuf","sequence":"additional","affiliation":[]},{"given":"Luc","family":"Lamontagne","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,4,24]]},"reference":[{"key":"60_CR1","unstructured":"Mikolov, T., Sutskever, I., Chen, K., Corrado, G.S., Dean, J.: Distributed representations of words and phrases and their compositionality. In: Advances in Neural Information Processing Systems, pp. 3111\u20133119 (2013)"},{"key":"60_CR2","unstructured":"Al-Rfou, R., Perozzi, B., Skiena, S.: Polyglot: distributed word representations for multilingual NLP. arXiv preprint arXiv:1307.1662 (2013)"},{"key":"60_CR3","doi-asserted-by":"crossref","unstructured":"Pinter, Y., Guthrie, R., Eisenstein, J.: Mimicking word embeddings using subword RNNs. arXiv preprint arXiv:1707.06961 (2017)","DOI":"10.18653\/v1\/D17-1010"},{"key":"60_CR4","doi-asserted-by":"crossref","unstructured":"Goldberg, Y.: Neural network methods for natural language processing, vol. 10, pp. 83\u201397 (2017)","DOI":"10.1007\/978-3-031-02165-7"},{"key":"60_CR5","doi-asserted-by":"crossref","unstructured":"Kiperwasser, E., Goldberg, Y.: Simple and accurate dependency parsing using bidirectional LSTM feature representations. arXiv preprint arXiv:1603.04351 (2016)","DOI":"10.1162\/tacl_a_00101"},{"key":"60_CR6","doi-asserted-by":"crossref","unstructured":"Bojanowski, P., Grave, E., Joulin, A., Mikolov, T.: Enriching word vectors with subword information. arXiv preprint arXiv:1607.04606 (2016)","DOI":"10.1162\/tacl_a_00051"},{"key":"60_CR7","doi-asserted-by":"crossref","unstructured":"Ling, W., et al.: Finding function in form: compositional character models for open vocabulary word representation. arXiv preprint arXiv:1508.02096 (2015)","DOI":"10.18653\/v1\/D15-1176"},{"key":"60_CR8","unstructured":"De Marneffe, M.C., et al.: Universal Stanford dependencies: a cross-linguistic typology. In: LREC, vol. 14, pp. 4585\u20134592 (2014)"},{"key":"60_CR9","doi-asserted-by":"crossref","unstructured":"Zhao, J., Mudgal, S., Liang, Y.: Generalizing word embeddings using bag of subwords. In: EMNLP (2018)","DOI":"10.18653\/v1\/D18-1059"},{"key":"60_CR10","doi-asserted-by":"crossref","unstructured":"Peters, M.E., et al.: Deep contextualized word representations. In: NAACL-HLT (2018)","DOI":"10.18653\/v1\/N18-1202"},{"key":"60_CR11","doi-asserted-by":"crossref","unstructured":"Garneau, N., Leboeuf, J.S., Lamontagne, L.: Predicting and interpreting embeddings for out of vocabulary words in downstream tasks. In: Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, pp. 331\u2013333 (2018)","DOI":"10.18653\/v1\/W18-5439"},{"key":"60_CR12","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Delving deep into rectifiers: surpassing human-level performance on imagenet classification. In: Proceedings of the IEEE International Conference on Computer Vision, pp. 1026\u20131034 (2015)","DOI":"10.1109\/ICCV.2015.123"}],"container-title":["Lecture Notes in Computer Science","Advances in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-18305-9_60","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T18:58:51Z","timestamp":1710269931000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-18305-9_60"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030183042","9783030183059"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-18305-9_60","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"24 April 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"Canadian AI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canadian Conference on Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kingston, ON","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 May 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"31 May 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"32","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"canadianai2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.caiac.ca\/en\/conferences\/canadianai-2019\/home","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}