Named Entity Recognition (NER)

  1. Medium: Ner free datasets and bilstm implementation using glove embeddings

  2. Easy to implement in keras! They are based on the following paper

  3. 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

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