acadTags

academic-social-tagging-OD

Academic Social Tagging Data Cleaning and Outlier Detection

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

Explainable-Automated-Medical-Coding

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

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

BLINKout

Out-of-KB mention discovery with BLINKout

LM-ontology-concept-placement

Language Model based ontology concept placement

OET

Ontology Enrichment from Texts (OET): A Biomedical Dataset for Concept Discovery and Placement

acadTags/Awesome-medical-coding-NLP

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

acadTags/Explainable-Automated-Medical-Coding

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

acadTags/Rare-disease-identification

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

acadTags/Automated-Social-Annotation

Joint Multi-label Attention Network (JMAN)

acadTags/multilabel-BERTs

BERTs for Multilabel Classification (example of simpletransformers)

acadTags/academic-social-tagging-OD

Academic Social Tagging Data Cleaning and Outlier Detection

acadTags/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.

acadTags/BLINK

Entity Linker solution

acadTags/caml-mimic

multilabel classification of EHR notes

acadTags/Learn-Chinese-Surnames

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

acadTags/Tag-Data-Cleaning

A data cleaning workflow for social tags

acadTags/Tag-Relation-Learning

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

acadTags/acadTags.github.io

acadTags/collections-as-data

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

acadTags/scikit-multilearn

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

acadTags/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.

acadTags/text_classification

all kinds of text classificaiton models and more with deep learning