From zero to hero: Harnessing transformers for biomedical named entity recognition in zero- and few-shot contexts

This publication has 33 references indexed in Scilit:

• De-identification of clinical free text using natural language processing: A systematic review of current approaches
  Artificial Intelligence in Medicine, 2024
• Active learning using a self-correcting neural network (ALSCN)
  Applied Intelligence, 2021
• A survey on semi-supervised learning
  Machine Learning, 2019
• Robust multilingual Named Entity Recognition with shallow semi-supervised features
  Artificial Intelligence, 2016
• NCBI disease corpus: A resource for disease name recognition and concept normalization
  Journal of Biomedical Informatics, 2014
• Named Entity Recognition: Fallacies, challenges and opportunities
  Computer Standards & Interfaces, 2013
• A new gradient based particle swarm optimization algorithm for accurate computation of global minimum
  Applied Soft Computing, 2012
• Evaluation of query expansion using MeSH in PubMed
  Information Retrieval Journal, 2008
• Unsupervised named-entity extraction from the Web: An experimental study
  Artificial Intelligence, 2005
• A system for identifying named entities in biomedical text: how results from two evaluations reflect on both the system and the evaluations
  Comparative and Functional Genomics, 2005