neuralcoref-for-french

Training coreference resolution model with neuralcoref on the DEMOCRAT french corpus

On going Work

I have not yet managed to sucessfully complete the training of a neuralcoref french model. If you are interested in easily accessible coreference resolution for french, you may want to check my other repository (compatible with python 3.9)

Files Description

• make_french_embeddings.py : produce 200 dimensions vector with french vocabulary in npy format Those vectors are used in the training of the neuralcoref model

• democrat_metadata.csv : metadata of all the documents in the DEMOCRAT corpus. Those metadata are used by convert_conll.py to build the conll files

• convert_conll.py : browses all the files in the DEMOCRAT corpus and extracts the tokens to make sentences in the conll format Then merge the files and produce three large conll files : train , dev and test