Dudeman523/RoBERTa_ner_plant_names

RoBERTa Plant NER Model

Fine-tuned RoBERTa model for plant entity recognition.

Labels

• O: Outside entity
• B-PLANT_COMMON: Beginning of common plant name
• I-PLANT_COMMON: Inside common plant name
• B-PLANT_SCI: Beginning of scientific plant name
• I-PLANT_SCI: Inside scientific plant name

Usage

Python

from transformers import pipeline
classifier = pipeline("token-classification", "Dudeman523/roberta-plant-ner-fixed")
result = classifier("I have a Rosa damascena plant")

JavaScript (transformers.js)

import { pipeline } from '@xenova/transformers';
const classifier = await pipeline('token-classification', 'Dudeman523/roberta-plant-ner-fixed');
const result = await classifier('I have a Rosa damascena plant');