Named Entity Recognition (NER)

  1. 2.
    Medium: Ner free datasets and bilstm implementation using glove embeddings
  2. 3.
    Easy to implement in keras! They are based on the following paper​
  3. 4.
    ​Medium: NLTK entities, polyglot entities, sner entities, finally an ensemble method wins all!
  • ​Vidhaya on spacy vs ner - tutorial + code on how to use spacy for pos, dep, ner, compared to nltk/corenlp (sner etc). The results reflect a global score not specific to LOC for example.
Stanford NER (SNER)
Spacy & Others