En-ViMedNER
Collection
English–Vietnamese biomedical NER dataset and finetuned models (MT, NER, direct-trans-ner). • 13 items • Updated
umt5-base-en-vimedner-mt-en2vi
google/umt5-base fine-tuned for English → Vietnamese biomedical translation on En-ViMedNER.
Dataset details, splits, and citation: nhuvo/En-ViMedNER.
Usage
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
repo = "nhuvo/umt5-base-en-vimedner-mt-en2vi"
tok = AutoTokenizer.from_pretrained(repo)
model = AutoModelForSeq2SeqLM.from_pretrained(repo)
text = "Patients with type 2 diabetes mellitus were enrolled."
inputs = tok(text, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=256)
print(tok.decode(outputs[0], skip_special_tokens=True))
Related
- Pair model (VI→EN):
nhuvo/umt5-base-en-vimedner-mt-vi2en
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Model tree for nhuvo/umt5-base-en-vimedner-mt-en2vi
Base model
google/umt5-base