Named Entities Recognition inside tweets content

Extraction spatial and tamporal named entities from tweet contents img.png

img.png

Install this repository

  • Install pip libraries : pip3 install ./requirements.txt
  • Install a spacy model for multi-language Named Entities: xx_ent_wiki_sm:
python3 -m spacy download xx_ent_wiki_sm
python3 -m spacy download en_core_web_trf
python3 -m spacy download fr_core_news_lg
python3 -m spacy download it_core_news_lg

Launch scripts

This repository contains 2 kinds of scripts: notebook and traditionnal python scripts

Jupyter notebook

You can start a jupyterlab : jupyter lab But if you prefer old notebook : jupyter notebook

Librairies used

  • Spacy
  • timexy: detect time entities (duration and time)
  • BertViz
  • img.png

License

This code is provided under the CeCILL-B free software license agreement.