November 24, 2018

MindCraft Reveals Advanced NER Techniques at Data Science UA

On the 24th of November MindCraft took part in the Data Science UA Conference with a topic  “NER or Recognize and Classify Documents and Named Entities is to Use Word-Based Models with Embeddings”

Andy Bosyi, Co-founder at MindCraft, showed the audience how to use character-based and other models and stack them in order to achieve better results in the no-data area.

photo from the conference

Also, he explained in detail and on real examples how a character-based model can over-fit classical NLP libraries like spaCy.

photo from the conference

The topic generated many questions from the audience. In general, the conference was very interesting, offering practical cases and experience. At MindCraft we are happy to have a chance to contribute to the development of Data Science industry in Ukraine.

photo from the conference

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