biplob1ly / TransICD
Transformer based ICD Coding model
☆17Updated 4 years ago
Alternatives and similar repositories for TransICD:
Users that are interested in TransICD are comparing it to the libraries listed below
- A Label Attention Model for ICD Coding from Clinical Text☆69Updated 2 years ago
- A project for developing transformer-based models for clinical relation extraction☆127Updated last year
- Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]☆52Updated 2 years ago
- Implementation of the BLUE benchmark with Transformers.☆20Updated last year
- ACL'2020: Biomedical Entity Representations with Synonym Marginalization☆163Updated last year
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆93Updated 8 months ago
- BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks☆42Updated 4 years ago
- BioELECTRA☆51Updated 3 years ago
- Code and dataset of EMNLP 2020 paper "Infusing Disease Knowledge into BERT for Health Question Answering, Medical Inference and Disease N…☆68Updated 3 years ago
- ECIR 2020 - MedLinker: Medical Entity Linking with Neural Representations and Dictionary Matching☆29Updated last year
- State of the art Semantic Sentence Embeddings☆99Updated 2 years ago
- This repository contains the corpora and supplementary data, along with instructions for recreating the experiments, for our paper: "End-…☆91Updated 5 years ago
- SciFive: a text-text transformer model for biomedical literature☆94Updated 10 months ago
- ☆33Updated 2 years ago
- ☆25Updated last year
- CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]☆78Updated 2 years ago
- Adversarial Learning of Knowledge Embeddings for the Unified Medical Language System☆40Updated 5 years ago
- Fast and Effective Biomedical Entity Linking Using a Dual Encoder☆19Updated 2 years ago
- [NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.☆184Updated last year
- Multi^2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT (Findings of ACL: EMNLP 2020)☆56Updated 2 years ago
- Improving Biomedical Pretrained Language Models with Knowledge [BioNLP 2021]☆65Updated 2 years ago
- ☆22Updated 3 years ago
- The corresponding code for our paper: A sequence-to-sequence approach for document-level relation extraction.☆63Updated 10 months ago
- We evaluate many models used for biomedical and clinical nlp tasks, and train new models that perform much better.☆158Updated 3 years ago
- ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)☆74Updated 2 years ago
- Pre-trained Language Model for Biomedical Question Answering☆122Updated 2 years ago
- a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms☆146Updated last year
- Corpus of Online Medical EnTities: the cometA corpus☆50Updated 3 weeks ago
- MedType: Improving Medical Entity Linking with Semantic Type Prediction☆116Updated 2 years ago
- Multi-Filter Residual Convolutional Neural Network for Text Classification☆46Updated 4 years ago