Hang Dong's starred repositories

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iBKH

iBKH: The integrative Biomedical Knowledge Hub

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CheXbert

Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT

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radloader

Code for loading radiology reports from EdIE-R format

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BERT-BiLSTM-CRF-NER-pytorch

Pytorch BERT-BiLSTM-CRF For NER

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federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

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diseaseBERT

Code and dataset of EMNLP 2020 paper "Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease Name Recognition"

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MedMentions

A corpus of Biomedical papers annotated with mentions of UMLS entities.

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LAAT

A Label Attention Model for ICD Coding from Clinical Text

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MFU-Net

MFU-Net

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SNGAC

Style Neutralization Generative Adversarial Classifier

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HELIN

Demo Entity Linking API for the HDR Text Analytic Team.

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Medical_NLP

Medical NLP Competition, dataset, large models, paper

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SI_Ideation

This repository maintains the code for detection of suicidal ideation (SI) in clinical notes.

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liquid_time_constant_networks

Code Repository for Liquid Time-Constant Networks (LTCs)

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lmtc-eurlex57k

Large-Scale Multi-Label Text Classification on EU Legislation

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awesome_Chinese_medical_NLP

中文医学NLP公开资源整理:术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

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datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

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notebooks

Notebooks using the Hugging Face libraries 🤗

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multihead_joint_entity_relation_extraction

Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).

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cometa

Corpus of Online Medical EnTities: the cometA corpus

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awesome-spn

A structured list of resources about Sum-Product Networks (SPNs)

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OpenEA

A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020

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interpretability-tutorial-emnlp2020

Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"

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MIMIC_Extract

MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III

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