acadTags

SMedBERT

SMedBERT: A Knowledge-Enhanced Pre-trained Language Model withStructured Semantics for Medical Text Mining

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Rare-disease-identification

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

DeepPhe-Release

Public release of the DeepPhe analytic software

language

Shared repository for open-sourced projects from the Google AI Language team.

mimic_icu_mortality_ichi2021

long-range-arena

Long Range Arena for Benchmarking Efficient Transformers

skweak

skweak: A software toolkit for weak supervision applied to NLP tasks

KnowLab-seminars

ZS-F-VQA

[Paper][ISWC 2021] Zero-shot Visual Question Answering using Knowledge Graph

SimCSE

SimCSE在中文任务上的简单实验

SimCSE

[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

Deep-Learning-Playground

A playground for Deep Learning

BOND

BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision

teaching

Teaching material relevant to KGs

address-net

A package to structure Australian addresses

Med-BERT

Med-BERT, contextualized embedding model for structured EHR data

pytorch_ehr

source codes based on PyTorch to analyze EHR

csv2latex

Simple script to convert a csv table to latex table

alphafold

Open source code for AlphaFold.

meet-ups

Resources from the Interest Group meet-ups

gensim

Topic Modelling for Humans

Awesome-Knowledge-Distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

kb

KnowBert -- Knowledge Enhanced Contextual Word Representations

BookClub-OntologyEngineering

This repository is our note taking, Q&A and discussion space for the KGC Book Club for Deborah McGuiness’ and Elisa Kendall’s “Ontology Engineering"!

Stroke_EIT_Dataset

Processing and directory structure for Stroke EIT Dataset

ASTRA

Self-training with Weak Supervision (NAACL 2021)

exposing_patient_data_release

awesome-imbalanced-learning

😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

machine-learning-with-ontologies