Aspect-based Document Similarity for Research Papers
Paper • 2010.06395 • Published
How to use malteos/aspect-acl-scibert-scivocab-uncased with Transformers:
# Load model directly
from transformers import AutoTokenizer, BertForMultiLabelSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("malteos/aspect-acl-scibert-scivocab-uncased")
model = BertForMultiLabelSequenceClassification.from_pretrained("malteos/aspect-acl-scibert-scivocab-uncased")A scibert-scivocab-uncased model fine-tuned on the ACL Anthology corpus as in Aspect-based Document Similarity for Research Papers.
See GitHub for more details: https://github.com/malteos/aspect-document-similarity
You can try our trained models directly on Google Colab on all papers available on Semantic Scholar (via DOI, ArXiv ID, ACL ID, PubMed ID):