{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T10:24:22Z","timestamp":1772792662946,"version":"3.50.1"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319653396","type":"print"},{"value":"9783319653402","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"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":[[2017]]},"DOI":"10.1007\/978-3-319-65340-2_65","type":"book-chapter","created":{"date-parts":[[2017,8,8]],"date-time":"2017-08-08T11:49:29Z","timestamp":1502192969000},"page":"803-814","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["The Complementary Nature of Different NLP Toolkits for Named Entity Recognition in Social Media"],"prefix":"10.1007","author":[{"given":"Filipe","family":"Batista","sequence":"first","affiliation":[]},{"given":"\u00c1lvaro","family":"Figueira","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,8,9]]},"reference":[{"key":"65_CR1","doi-asserted-by":"crossref","unstructured":"Atda\u011f, S., Labatut, V.: A comparison of named entity recognition tools applied to biographical texts. In: 2013 2nd International Conference on Systems and Computer Science (ICSCS), pp. 228\u2013233. IEEE (2013)","DOI":"10.1109\/IcConSCS.2013.6632052"},{"key":"65_CR2","unstructured":"Baldwin, T., De Marneffe, M.C., Han, B., Kim, Y.-B., Ritter, A., Xu, W.: Shared tasks of the: Twitter lexical normalization and named entity recognition. In: Proceedings of the Workshop on Noisy User-generated Text (WNUT 2015), Beijing, China (2015)"},{"key":"65_CR3","unstructured":"Bontcheva, K., Derczynski, L., Funk, A., Greenwood, M.A., Maynard, D., Aswani, N.: Twitie: an open-source information extraction pipeline for microblog text. In: RANLP, pp. 83\u201390 (2013)"},{"key":"65_CR4","unstructured":"Cano Basave, A.E., Varga, A., Rowe, M., Stankovic, M., Dadzie, A.-S.: Making sense of microposts (# msm2013) concept extraction challenge (2013)"},{"key":"65_CR5","volume-title":"The Handbook of Computational Linguistics and Natural Language Processing","author":"A Clark","year":"2013","unstructured":"Clark, A., Fox, C., Lappin, S.: The Handbook of Computational Linguistics and Natural Language Processing. Wiley, Hoboken (2013)"},{"key":"65_CR6","series-title":"Advances in Intelligent Systems and Computing","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1007\/978-3-319-31232-3_9","volume-title":"New Advances in Information Systems and Technologies","author":"A Figueira","year":"2016","unstructured":"Figueira, A., Sandim, M., Fortuna, P.: An approach to relevancy detection: contributions to the automatic detection of relevance in social networks. In: Rocha, A., Correia, A.M., Adeli, H., Reis, L.P., Teixeira, M.M. (eds.) ITEM 2014. AISC, vol. 444, pp. 89\u201399. Springer, Cham (2016). doi:10.1007\/978-3-319-31232-3_9"},{"key":"65_CR7","unstructured":"Gate.ac.uk - wiki\/twitie.html. https:\/\/gate.ac.uk\/wiki\/twitie.html. Accessed 06 Oct 2017"},{"key":"65_CR8","doi-asserted-by":"crossref","unstructured":"Jiang, R., Banchs, R.E., Li, H.: Evaluating and combining named entity recognition systems. In: ACL 2016, p. 21 (2016)","DOI":"10.18653\/v1\/W16-2703"},{"key":"65_CR9","doi-asserted-by":"crossref","unstructured":"Laboreiro, G., Sarmento, L., Teixeira, J., Oliveira, E.: Tokenizing micro-blogging messages using a text classification approach. In: Proceedings of the Fourth Workshop on Analytics for Noisy Unstructured Text Data, pp. 81\u201388. ACM (2010)","DOI":"10.1145\/1871840.1871853"},{"key":"65_CR10","doi-asserted-by":"crossref","unstructured":"C. D. Manning, M. Surdeanu, J. Bauer, J. R. Finkel, S. Bethard, and D. McClosky. The stanford corenlp natural language processing toolkit. In ACL (System Demonstrations), pp. 55\u201360 (2014)","DOI":"10.3115\/v1\/P14-5010"},{"key":"65_CR11","doi-asserted-by":"crossref","unstructured":"Nebhi, K., Bontcheva, K., Gorrell, G.: Restoring capitalization in# tweets. In: Proceedings of the 24th International Conference on World Wide Web, pp. 1111\u20131115. ACM (2015)","DOI":"10.1145\/2740908.2743039"},{"key":"65_CR12","unstructured":"Apache opennlp. https:\/\/opennlp.apache.org\/. Accessed 06 Oct 2017"},{"key":"65_CR13","unstructured":"Pinto, A., Gon\u00e7alo Oliveira, H., Oliveira Alves, A.: Comparing the performance of different nlp toolkits in formal and social media text. In: OASIcs-OpenAccess Series in Informatics, vol. 51. Schloss Dagstuhl-Leibniz-Zentrum fuer Informatik (2016)"},{"key":"65_CR14","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1007\/978-94-017-2390-9_10","volume-title":"Natural Language Processing Using Very Large Corpora","author":"LA Ramshaw","year":"1999","unstructured":"Ramshaw, L.A., Marcus, M.P.: Text chunking using transformation-based learning. In: Armstrong, S., Church, K., Isabelle, P., Manzi, S., Tzoukermann, E., Yarowsky, D. (eds.) Natural Language Processing Using Very Large Corpora, vol. 11, pp. 157\u2013176. Springer, Heidelberg (1999). doi:10.1007\/978-94-017-2390-9_10"},{"key":"65_CR15","unstructured":"Ritter, A., Clark, S., Etzioni, O., et al.: Named entity recognition in tweets: an experimental study. In: Proceedings of the Conference on Empirical Methods in Natural Language Processing, pp. 1524\u20131534. Association for Computational Linguistics (2011)"},{"key":"65_CR16","unstructured":"Rodriquez, K.J., Bryant, M., Blanke, T., Luszczynska, M.: Comparison of named entity recognition tools for raw OCR text. In: KONVENS, pp. 410\u2013414 (2012)"},{"key":"65_CR17","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1016\/j.datak.2012.06.003","volume":"85","author":"S Saha","year":"2013","unstructured":"Saha, S., Ekbal, A.: Combining multiple classifiers using vote based classifier ensemble technique for named entity recognition. Data Knowl. Eng. 85, 15\u201339 (2013)","journal-title":"Data Knowl. Eng."},{"key":"65_CR18","unstructured":"Wu, C.-W., Jan, S.-Y., Tsai, R.T.-H., Hsu, W.-L.: On using ensemble methods for Chinese named entity recognition. In: Proceedings of the 5th SIGHAN Workshop on Chinese Language Processing, pp. 142\u2013145 (2006)"}],"container-title":["Lecture Notes in Computer Science","Progress in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-65340-2_65","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T07:53:24Z","timestamp":1772783604000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-65340-2_65"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319653396","9783319653402"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-65340-2_65","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"9 August 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"EPIA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"EPIA Conference on Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Porto","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Portugal","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 September 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 September 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"epia2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/web.fe.up.pt\/~epia2017\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}