{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,19]],"date-time":"2025-04-19T16:26:07Z","timestamp":1745079967041,"version":"3.28.0"},"reference-count":28,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/snams.2018.8554782","type":"proceedings-article","created":{"date-parts":[[2018,12,4]],"date-time":"2018-12-04T01:03:09Z","timestamp":1543885389000},"page":"284-289","source":"Crossref","is-referenced-by-count":3,"title":["Applying Deep Neural Networks to Named Entity Recognition in Portuguese Texts"],"prefix":"10.1109","author":[{"given":"Ivo","family":"Fernandes","sequence":"first","affiliation":[]},{"given":"Henrique Lopes","family":"Cardoso","sequence":"additional","affiliation":[]},{"given":"Eugenio","family":"Oliveira","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","article-title":"Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks","volume":"abs 1708 0","author":"hartmann","year":"2017","journal-title":"CoRR"},{"key":"ref11","article-title":"Bidirectional LSTM-CRF Models for Sequence Tagging","volume":"abs 1508 0","author":"huang","year":"2015","journal-title":"CoRR"},{"journal-title":"Named entity recognition tool source code","year":"0","author":"lample","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/N16-1030"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/N15-1142"},{"key":"ref15","first-page":"359","article-title":"Recognizing Named Entities in Tweets","volume":"1","author":"liu","year":"2011","journal-title":"Proceedings of the 48th Annual Meeting of the ACL"},{"key":"ref16","first-page":"63","article-title":"Nltk: The natural language toolkit","volume":"1","author":"loper","year":"2002","journal-title":"Procs ACL-02 Workshop on Effective Tools and Methodologies for Teaching NLP and Computational Linguistics"},{"journal-title":"Deep neural models for core nlp tasks source code","year":"0","author":"ma","key":"ref17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P16-1101"},{"key":"ref19","article-title":"Efficient Estimation of Word Representations in Vector Space","volume":"abs 1301 3","author":"mikolov","year":"2013","journal-title":"CoRR"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.26615\/978-954-452-049-6_101"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2014.10.006"},{"key":"ref27","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-24769-9_48","article-title":"A bootstrapping approach for training a ner with conditional random fields","author":"teixeira","year":"2011","journal-title":"Progress in Artificial Intelligence LNCS 7026"},{"key":"ref3","article-title":"Natural Language processing (almost) from Scratch","volume":"abs 1103 0","author":"collobert","year":"2011","journal-title":"CoRR"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/PROC.1973.9030"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W15-3904"},{"key":"ref8","volume":"22","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref7","first-page":"3630","article-title":"Second HAREM: Advancing the State of the Art of Named Entity Recognition in Portuguese","author":"freitas","year":"2010","journal-title":"7th Conf on International Language Resources and Evaluation (LREC'10)"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390177"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3115\/992628.992709"},{"key":"ref1","article-title":"Named Entity Recognition with Bidirectional LSTM-CNNs","volume":"abs 1511 0","author":"chiu","year":"2015","journal-title":"CoRR"},{"journal-title":"Named Entity Sequence Classification","year":"2017","author":"namazifar","key":"ref20"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/D14-1162"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.artint.2012.03.006"},{"key":"ref24","first-page":"1986","article-title":"HAREM: An Advanced NER Evaluation Contest for Portuguese","author":"santos","year":"2006","journal-title":"Proceedings of LREC 2006 - 5th Conference on Language Resources and Evaluation"},{"key":"ref23","first-page":"142","article-title":"Introduction to the CoNLL-2003 Shared Task: Language-Independent NER","volume":"4","author":"sang","year":"2003","journal-title":"Proc 7th Conf Natural Language Learn HLT-NAACL 2003"},{"key":"ref26","article-title":"Sequence to Sequence Learning with Neural Networks","volume":"abs 1409 3","author":"sutskever","year":"2014","journal-title":"CoRR"},{"key":"ref25","first-page":"1","article-title":"Deep Learning for NLP","author":"socher","year":"2013","journal-title":"NAACL HLT Tutorials"}],"event":{"name":"2018 Fifth International Conference on Social Networks Analysis, Management and Security (SNAMS)","start":{"date-parts":[[2018,10,15]]},"location":"Valencia","end":{"date-parts":[[2018,10,18]]}},"container-title":["2018 Fifth International Conference on Social Networks Analysis, Management and Security (SNAMS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8536820\/8554420\/08554782.pdf?arnumber=8554782","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T02:19:44Z","timestamp":1643249984000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8554782\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/snams.2018.8554782","relation":{},"subject":[],"published":{"date-parts":[[2018,10]]}}}