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brs-nlp-api's Introduction

API and datasets to evaluate the proposed methodology at 'A Methodology to Handle Social Media Posts in Brazilian Portuguese for Text Mining Applications'

API

http://brs-nlp-api.appspot.com/

Available Datasets

Text Categorization: Dataset crawled from Twitter, composed by 600 tweets from 2013, 2014 and 2015, categorized between 6 topics related to "beer" domain (manually annotated by 2 specialists).

Opinion Mining: Reviews from Google Play (provided by: F. Santos e M. Ladeira, “The Role of Text Pre-processing in Opinion Mining on a Social Media Language Dataset”, Brazilian Conference on Intelligent Systems, p. 50-54, 2014.)

Lists of tools and resources to implement this methodology

https://opennlp.apache.org/

https://lucene.apache.org/core/

http://developer.cybozu.co.jp/archives/oss/2010/10/language-detect.html

https://github.com/haifengl/smile

https://languagetool.org/

http://cogroo.sourceforge.net/

http://liwc.wpengine.com/

https://dumps.wikimedia.org/backup-index.html

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