{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T13:32:50Z","timestamp":1725888770146},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319595689"},{"type":"electronic","value":"9783319595696"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-59569-6_31","type":"book-chapter","created":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T09:38:19Z","timestamp":1496309899000},"page":"260-266","source":"Crossref","is-referenced-by-count":0,"title":["Challenges and Solutions with Alignment and Enrichment of Word Embedding Models"],"prefix":"10.1007","author":[{"given":"Cem \u015eafak","family":"\u015eahin","sequence":"first","affiliation":[]},{"given":"Rajmonda S.","family":"Caceres","sequence":"additional","affiliation":[]},{"given":"Brandon","family":"Oselio","sequence":"additional","affiliation":[]},{"given":"William M.","family":"Campbell","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,2]]},"reference":[{"key":"31_CR1","unstructured":"Latest wikipedia dump. http:\/\/dumps.wikimedia.org\/enwiki\/latest\/enwiki-latest-pages-articles.xml.bz2"},{"key":"31_CR2","doi-asserted-by":"crossref","unstructured":"Boucher, T., Carey, C., Mahadevan, S., Dyar, M.D.: Aligning mixed manifolds. In: Proceedings of 29th AAAI Conference on AI, pp. 2511\u20132517 (2015)","DOI":"10.1002\/cem.2727"},{"key":"31_CR3","doi-asserted-by":"crossref","first-page":"273","DOI":"10.1162\/tacl_a_00098","volume":"4","author":"T Hashimoto","year":"2016","unstructured":"Hashimoto, T., Alvarez-Melis, D., Jaakkola, T.: Word embeddings as metric recovery in semantic spaces. Trans. Assoc. Comp. Linguist. 4, 273\u2013286 (2016)","journal-title":"Trans. Assoc. Comp. Linguist."},{"key":"31_CR4","unstructured":"Huang, E.H., Socher, R., Manning, C.D., Ng, A.Y.: Improving word representations via global context and multiple word prototypes. In: Proceedings of 50th Annual Meeting of ACL, vol. 1. pp. 873\u2013882 (2012)"},{"key":"31_CR5","unstructured":"Le, Q.V., Mikolov, T.: Distributed representations of sentences and documents. CoRR abs\/1405.4053 (2014)"},{"key":"31_CR6","doi-asserted-by":"crossref","unstructured":"Lee, J.A., Verleysen, M.: Nonlinear Dimensionality Reduction (2007)","DOI":"10.1007\/978-0-387-39351-3"},{"key":"31_CR7","unstructured":"Lee, L.S.: On the linear algebraic structure of distributed word representations. CoRR abs\/1511.06961 (2015)"},{"key":"31_CR8","first-page":"2177","volume":"27","author":"O Levy","year":"2014","unstructured":"Levy, O., Goldberg, Y.: Neural word embedding as implicit matrix factorization. Adv. Neural Inf. Process. Syst. 27, 2177\u20132185 (2014)","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"31_CR9","unstructured":"van der Maaten, L., Postma, E.O., van den Herik, H.J.: Dimensionality reduction: a comparative review (2008)"},{"key":"31_CR10","unstructured":"Mikolov, T., Chen, K., Corrado, G., Dean, J.: Efficient estimation of word representations in vector space. CoRR abs\/1301.3781 (2013)"},{"key":"31_CR11","first-page":"3111","volume":"26","author":"T Mikolov","year":"2013","unstructured":"Mikolov, T., Sutskever, I., Chen, K., Corrado, G.S., Dean, J.: Distributed representations of words and phrases and their compositionality. Adv. Neural Inf. Process. Syst. 26, 3111\u20133119 (2013)","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"31_CR12","unstructured":"Safak Sahin, C., Caceres, R.S., Oselio, B., Campbell, W.M.: Consistent alignment of word embedding model (2017). arXiv:1702.07680"},{"key":"31_CR13","doi-asserted-by":"crossref","unstructured":"Schnabel, T., Labutov, I., Mimno, D., Joachims, T.: Evaluation methods for unsupervised word embeddings. In: Proceedings of Conference on EMNLP, pp. 298\u2013307 (2015)","DOI":"10.18653\/v1\/D15-1036"},{"key":"31_CR14","doi-asserted-by":"crossref","unstructured":"Tsvetkov, Y., Faruqui, M., Ling, W., Lample, G., Dyer, C.: Evaluation of word vector representations by subspace alignment. In: Proceedings of Conference on EMNLP (2015)","DOI":"10.18653\/v1\/D15-1243"},{"key":"31_CR15","first-page":"16","volume":"1","author":"C Wang","year":"2016","unstructured":"Wang, C., Cao, L., Fan, J.: Building joint spaces for relation extraction. Relat. 1, 16 (2016)","journal-title":"Relat."},{"key":"31_CR16","unstructured":"Wang, C., Mahadevan, S.: Manifold alignment without correspondence. In: Proceedings of 21st IJCAI, CA, USA, pp. 1273\u20131278 (2009)"},{"key":"31_CR17","unstructured":"Wang, C., Mahadevan, S.: Heterogeneous domain adaptation using manifold alignment. In: Proceedings of 22nd IJCAI, vol. 2. pp. 1541\u20131546 (2011)"}],"container-title":["Lecture Notes in Computer Science","Natural Language Processing and Information Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-59569-6_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,25]],"date-time":"2019-09-25T10:54:08Z","timestamp":1569408848000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-59569-6_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319595689","9783319595696"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-59569-6_31","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}