{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T18:59:56Z","timestamp":1725562796769},"publisher-location":"Berlin, Heidelberg","reference-count":12,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642148309"},{"type":"electronic","value":"9783642148316"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-14831-6_26","type":"book-chapter","created":{"date-parts":[[2010,8,13]],"date-time":"2010-08-13T11:50:31Z","timestamp":1281700231000},"page":"192-199","source":"Crossref","is-referenced-by-count":0,"title":["A Comparison Study of Conditional Random Fields Toolkits"],"prefix":"10.1007","author":[{"given":"Yong","family":"Cheng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chengjie","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Lin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuanchao","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"26_CR1","doi-asserted-by":"crossref","unstructured":"Rabiner, L.R.: A tutorial on Hidden Markov Models and selected applications in speech recognition. Proceedings of the IEEE (1989)","DOI":"10.1109\/5.18626"},{"key":"26_CR2","unstructured":"McCallum, A., Freitag, D., Pereira, F.: Maximum Entropy Markov Models for Information Extraction and Segmentation. In: Proceedings of the International Conference on Machine Learning (1989)"},{"key":"26_CR3","unstructured":"Lafferty, J., McCallum, A., Pereira, F.: Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data. In: Proceedings of the International Conference on Machine Learning (2001)"},{"key":"26_CR4","doi-asserted-by":"crossref","unstructured":"Sun, X., Morency, L.P., Okanohara, D., Tsujii, J.: Modeling Latent-Dynamic in Shallow Parsing: A Latent Conditional Model with Improved Inference. In: Proceedings of 22nd International Conference on Computational Linguistics (2008)","DOI":"10.3115\/1599081.1599187"},{"key":"26_CR5","doi-asserted-by":"crossref","unstructured":"Liao, W.H., Veeramachaneni, S.: A Simple Semi-Supervised Algorithm For Named Entity Recognition. In: Proceedings of Human Language Technology Conference and North American Chapter of the Association for Computational Linguistics (2009)","DOI":"10.3115\/1621829.1621837"},{"key":"26_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"11","DOI":"10.1007\/978-3-642-00831-3_2","volume-title":"Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy","author":"S.L. Pandian","year":"2009","unstructured":"Pandian, S.L., Geetha, T.V.: CRF Models for tamil Part of Speech Tagging and Chunking. In: Li, W., Moll\u00e1-Aliod, D. (eds.) ICCPOL 2009. LNCS, vol.\u00a05459, pp. 11\u201322. Springer, Heidelberg (2009)"},{"key":"26_CR7","unstructured":"Schraudolph, N.N., Yu, J., Gunter, S.: A Stochastic Quasi-Newton Method for Online Convex Optimization. In: Proceedings of Conference on Artifical Intelligence and Statistics (2007)"},{"key":"26_CR8","unstructured":"crf++, \n                    \n                      http:\/\/crfpp.sourceforge.net\/"},{"key":"26_CR9","unstructured":"crfsgd, \n                    \n                      http:\/\/leon.bottou.org\/projects\/sgd"},{"key":"26_CR10","unstructured":"flexcrfs, \n                    \n                      http:\/\/flexcrfs.sourceforge.net\/"},{"key":"26_CR11","unstructured":"crfsuite, \n                    \n                      http:\/\/www.chokkan.org\/software\/crfsuite\/"},{"key":"26_CR12","unstructured":"mallet, \n                    \n                      http:\/\/mallet.cs.umass.edu\/"}],"container-title":["Communications in Computer and Information Science","Advanced Intelligent Computing Theories and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-14831-6_26.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,23]],"date-time":"2020-11-23T21:58:05Z","timestamp":1606168685000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-14831-6_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642148309","9783642148316"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-14831-6_26","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2010]]}}}