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academic-social-tagging-od

Academic Social Tagging Data Cleaning and Outlier Detection

acadtags.github.io

automated-social-annotation

Joint Multi-label Attention Network (JMAN)

awesome-covid-nlp-tools

This is a curation of a list of COVID-19 related NLP tools that might be interested to both researcher in COVID-19 and also in the clinical NLP domain.

awesome-medical-coding-nlp

A collection of papers on automated medical coding from free-texts

blink

Entity Linker solution

caml-mimic

multilabel classification of EHR notes

collections-as-data

Jupyter Notebooks for reuse in analysis of National Library of Scotland's collections as data

explainable-automated-medical-coding

Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)

learn-chinese-surnames

An android App demo to facilitate the learning of Chinese surnames, characters, family books and their culture.

multilabel-berts

BERTs for Multilabel Classification (example of simpletransformers)

rare-disease-identification

Rare disease identification from free-text clinical notes with ontologies and weak supervision

scikit-multilearn

A scikit-learn based module for multi-label et. al. classification

simpletransformers

Transformers made simple with training, evaluation, and prediction possible with one line each. Currently supports Sequence Classification (binary, multiclass, multilabel, sentence pair), Token Classification (NER), Question Answering, and Regression tasks. Built on top of the Hugging Face Transformer library.

tag-data-cleaning

A data cleaning workflow for social tags

tag-relation-learning

Code for "Knowledge Base Enrichment by Relation Learning from Social Tagging Data"

text_classification

all kinds of text classificaiton models and more with deep learning