{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T06:22:30Z","timestamp":1761805350815,"version":"3.41.0"},"publisher-location":"Cham","reference-count":19,"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_28","type":"book-chapter","created":{"date-parts":[[2017,6,1]],"date-time":"2017-06-01T09:38:19Z","timestamp":1496309899000},"page":"235-246","source":"Crossref","is-referenced-by-count":4,"title":["Estimating Distributed Representations of Compound Words Using Recurrent Neural Networks"],"prefix":"10.1007","author":[{"given":"Natthawut","family":"Kertkeidkachorn","sequence":"first","affiliation":[]},{"given":"Ryutaro","family":"Ichise","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,2]]},"reference":[{"key":"28_CR1","first-page":"1137","volume":"3","author":"Y Bengio","year":"2003","unstructured":"Bengio, Y., Ducharme, R., Vincent, P., Jauvin, C.: A neural probabilistic language model. J. Mach. Learn. Res. 3, 1137\u20131155 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"28_CR2","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1109\/72.279181","volume":"5","author":"Y Bengio","year":"1994","unstructured":"Bengio, Y., Simard, P., Frasconi, P.: Learning long-term dependencies with gradient descent is difficult. IEEE Trans. Neural Netw. 5, 157\u2013166 (1994)","journal-title":"IEEE Trans. Neural Netw."},{"key":"28_CR3","unstructured":"Chung, J., Gulcehre, C., Cho, K., Bengio, Y.: Empirical evaluation of gated recurrent neural networks on sequence modeling. In: NIPS Workshop (2014)"},{"key":"28_CR4","first-page":"2493","volume":"12","author":"R Collobert","year":"2011","unstructured":"Collobert, R., Weston, J., Bottou, L., Karlen, M., Kavukcuoglu, K., Kuksa, P.: Natural language processing (almost) from scratch. J. Mach. Learn. Res. 12, 2493\u20132537 (2011)","journal-title":"J. Mach. Learn. Res."},{"key":"28_CR5","unstructured":"Dima, C., Hinrichs, E.: Automatic noun compound interpretation using deep neural networks and word embeddings. In: IWCS, p. 173 (2015)"},{"key":"28_CR6","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1207\/s15516709cog1402_1","volume":"14","author":"JL Elman","year":"1990","unstructured":"Elman, J.L.: Finding structure in time. Cogn. Sci. 14, 179\u2013211 (1990)","journal-title":"Cogn. Sci."},{"key":"28_CR7","doi-asserted-by":"crossref","unstructured":"Garten, J., Sagae, K., Ustun, V., Dehghani, M.: Combining distributed vector representations for words. In: NAACL-HLT, pp. 95\u2013101 (2015)","DOI":"10.3115\/v1\/W15-1513"},{"key":"28_CR8","doi-asserted-by":"crossref","first-page":"1735","DOI":"10.1162\/neco.1997.9.8.1735","volume":"9","author":"S Hochreiter","year":"1997","unstructured":"Hochreiter, S., Schmidhuber, J.: Long short-term memory. Neural Comput. 9, 1735\u20131780 (1997)","journal-title":"Neural Comput."},{"key":"28_CR9","unstructured":"Kertkeidkachorn, N., Ichise, R.: T2KG: an end-to-end system for creating knowledge graph from unstructured text. In: AAAI Technical Report. AAAI Press (2017)"},{"key":"28_CR10","unstructured":"Kingma, D., Ba, J.: Adam: a method for stochastic optimization. In: ICLR (2015)"},{"key":"28_CR11","first-page":"1188","volume":"14","author":"QV Le","year":"2014","unstructured":"Le, Q.V., Mikolov, T.: Distributed representations of sentences and documents. ICML 14, 1188\u20131196 (2014)","journal-title":"ICML"},{"key":"28_CR12","first-page":"2579","volume":"19","author":"LVD Maaten","year":"2008","unstructured":"Maaten, L.V.D., Hinton, G.: Visualizing data using t-SNE. J. Mach. Learn. Res. 19, 2579\u20132605 (2008)","journal-title":"J. Mach. Learn. Res."},{"key":"28_CR13","unstructured":"Mikolov, T., Chen, K., Corrado, G., Dean, J.: Efficient estimation of word representations in vector space. In: ICLR (2013)"},{"key":"28_CR14","unstructured":"Mikolov, T., Sutskever, I., Chen, K., Corrado, G.S., Dean, J.: Distributed representations of words and phrases and their compositionality. In: Proceedings of Advances in Neural Information Processing Systems, pp. 3111\u20133119 (2013)"},{"key":"28_CR15","first-page":"746","volume":"13","author":"T Mikolov","year":"2013","unstructured":"Mikolov, T., Yih, W.-T., Zweig, G.: Linguistic regularities in continuous space word representations. NAACL-HLT 13, 746\u2013751 (2013)","journal-title":"NAACL-HLT"},{"key":"28_CR16","first-page":"1532","volume":"14","author":"J Pennington","year":"2014","unstructured":"Pennington, J., Socher, R., Manning, C.D.: Glove: global vectors for word representation. EMNLP 14, 1532\u20131543 (2014)","journal-title":"EMNLP"},{"key":"28_CR17","doi-asserted-by":"crossref","unstructured":"Shimaoka, S., Stenetorp, P., Inui, K., Riedel, S.: An attentive neural architecture for fine-grained entity type classification. In: AKBC (2016)","DOI":"10.18653\/v1\/W16-1313"},{"key":"28_CR18","unstructured":"Socher, R., Bauer, J., Manning, C.D., Ng, A.Y.: Parsing with compositional vector grammars. In: ACL, pp. 455\u2013465 (2013)"},{"key":"28_CR19","doi-asserted-by":"crossref","unstructured":"Socher, R., Perelygin, A., Wu, J.Y., Chuang, J., Manning, C.D., Ng, A.Y., Potts, C., et al.: Recursive deep models for semantic compositionality over a sentiment treebank. In: EMNLP, vol. 1631, p. 1642 (2013)","DOI":"10.18653\/v1\/D13-1170"}],"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_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T22:18:11Z","timestamp":1750285091000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-59569-6_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319595689","9783319595696"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-59569-6_28","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}