metadata

language: en
tags:
  - buy-intent
  - sell-intent
  - consumer-intent
widget:
  - text: >-
      Coronavirus disease (COVID-19) is an infectious disease caused by the
      SARS-CoV-2 virus.

Chemical vs Pharmaceutical Domain Document Classifier

Train Loss	Validation Acc.	Test Acc.
0.17	0.928	0.927

Dataset

Dataset with splits can be found @ https://www.kaggle.com/shahrukhkhan/pharma-vs-chemicals-domain-classification

Label Mappings

LABEL_0 => "CHEMICAL"
LABEL_1 => "PHARMACEUTICAL"

Usage in Transformers

from transformers import AutoTokenizer, AutoModelForSequenceClassification
  
tokenizer = AutoTokenizer.from_pretrained("recobo/chemical-bert-uncased-pharmaceutical-chemical-classifier")

model = AutoModelForSequenceClassification.from_pretrained("recobo/chemical-bert-uncased-pharmaceutical-chemical-classifier")