O Reconhecimento de Entidades Nomeadas por meio de Conditional Random Fields para a Língua Portuguesa (Named Entity Recognition with Conditional Random Fields for the Portuguese Language) [in Portuguese]

@inproceedings{Amaral2013ORD,
  title={O Reconhecimento de Entidades Nomeadas por meio de Conditional Random Fields para a L{\'i}ngua Portuguesa (Named Entity Recognition with Conditional Random Fields for the Portuguese Language) [in Portuguese]},
  author={Daniela O. F. do Amaral and Renata Vieira},
  booktitle={STIL},
  year={2013}
}
Conditional Random Fields (CRF) is a probabilistic method for structured prediction and it has been widely applied in various areas such as Natural Language Processing (NLP), including the Named Entity Recognition (NER), computer vision, and bioinformatics. Therefore, this paper proposes to perform the task of applying the method CRF NER and an evaluation of its performance based on the corpus of HAREM. In summary, the system NERPCRF achieved the best Precision results when compared to the… CONTINUE READING

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