Deep negation detection tool (dnd)


BiLSTM-CRF for negation detection in French biomedical texts. DND returns cue tokens marked as cue_neg and scope tokens as scope_neg.

Please log in to perform a job with this app.

In input :

In output :

17/08/2020 : Version 3.0, BiLSTM-CRF with fasText embeddings for negation detection
13/08/2020 : Version 2.0,
28/05/2018 : Version 1.1, Cette version utilise des embeddings pré-entrainés
28/05/2018 : Version 1.0, Better preprocessing
06/11/2017 : Version 0.1, initial version

How to use our REST API :

Think to check your private token in your account first. You can find more detail in our documentation tab.

This app id is : 173

This curl command will create a job, and return your job url, and also the average execution time

files and/or dataset are optionnal, think to remove them if not wanted
curl -H 'Authorization: Token token=<your_private_token>' -X POST
-F job[webapp_id]=173
-F job[param]=""
-F job[queue]=standard
-F files[0]=@test.txt
-F files[1]=@test2.csv
-F job[file_url]=<my_file_url>
-F job[dataset]=<my_dataset_name>

Then, check your job to get the url files with :

curl -H 'Authorization: Token token=<your_private_token>' -X GET<job_id>