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1. unsupervised_NER unsupervised_NER Public

   Self-supervised NER prototype - updated version (69 entity types - 17 broad entity groups). Uses pretrained BERT models with no fine tuning. State-of-art performance on 3 biomedical datasets

   Python 79 20

2. bert_vector_clustering bert_vector_clustering Public

   Clustering learned BERT vectors for downstream tasks like unsupervised NER, unsupervised sentence embeddings etc.

   Python 9 5

3. ajitrajasekharan.github.io ajitrajasekharan.github.io Public

   This is a log of what I learn and work I have done that yielded usable results

   HTML

4. ner_test ner_test Public

   This is a test set to evaluate self-supervised NER. Repository evaluates 11 preprocessed data datasets spanning biomedical domain as well as patient privacy related entities (person,location,organi…

   Python 1

5. multi_gpu_test multi_gpu_test Public

   Scripts to set up an nvidia GPU machine (ubuntu)

   Shell 2 1