Few-shot Named Entity Recognition with Self-describing Networks
Paper • 2203.12252 • Published
How to use snorkelai/sdnet with Transformers:
# Load model directly
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
tokenizer = AutoTokenizer.from_pretrained("snorkelai/sdnet")
model = AutoModelForSeq2SeqLM.from_pretrained("snorkelai/sdnet")This model is an adaptation of Self-describing Networks introduced by Jiawei Chen, Qing Liu, Hongyu Lin, Xianpei Han, Le Sun in Few-shot Named Entity Recognition with Self-describing Networks 2022. https://arxiv.org/pdf/2203.12252.pdf