allenai / allenai/scibert

BC5CDR Performance - Representation

Aperta
#51 0 commenti 1 reazione 1 assegnatario Rivendicata da @ibeltagy Vedi su GitHub
Lingua principale
Python
Stelle
1.7k
Fork
232
Metriche di merge delle PR
Nessuna PR unita negli ultimi 30g

Descrizione

Hello!

I am currently working on a NER research project that uses AllenNLP as backend, and one of the datasets we're using to evaluate or model is BC5CDR. We've been previously using ELMo embeddings, and we wish to switch to SciBERT.

However, after browsing data/ner/bc5cdr, I realized that the data does not differentiate between chemicals and diseases. That is, the fourth column describing the entity label does not contain any information pertaining to which of the two it is. Having said this, I would like to know if the BC5CDR 88.94 Test F1 reported [here](https://paperswithcode.com/sota/named-entity-recognition-ner-on-bc5cdr) and in the Scibert paper was obtained by treating chemicals and diseases as the same entity.

Thank you!

Guida per i contributori

Nessuna guida per i contributori indicizzata per questo repository

Valutazione

Questa issue non è ancora stata valutata.

Ricevi le nuove issue nella tua casella

Un breve riepilogo di issue GitHub adatte ai principianti.