aehrc / LAAT
A Label Attention Model for ICD Coding from Clinical Text
☆69Updated 2 years ago
Alternatives and similar repositories for LAAT:
Users that are interested in LAAT are comparing it to the libraries listed below
- Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding [ACL 2022]☆52Updated 2 years ago
- auto icd coding with prompt☆47Updated 8 months ago
- CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]☆78Updated 2 years ago
- ACL'2020: Biomedical Entity Representations with Synonym Marginalization☆161Updated last year
- Code for the EACL 2021 Paper: Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration☆89Updated 5 months ago
- Transformer based ICD Coding model☆17Updated 4 years ago
- [NAACL'21 & ACL'21] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.☆181Updated last year
- 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
- Improving Biomedical Pretrained Language Models with Knowledge [BioNLP 2021]☆65Updated last year
- Multi-Filter Residual Convolutional Neural Network for Text Classification☆46Updated 3 years ago
- a library for named entity recognition developed by UF HOBI NLP lab featuring SOTA algorithms☆146Updated last year
- A project for developing transformer-based models for clinical relation extraction☆127Updated last year
- Code for the emrQA question answering dataset☆144Updated 2 years ago
- A Keras implementation of the AAAI21 paper "a lightweight neural model for biomedical entity linking"☆52Updated 2 years ago
- ☆22Updated 3 years ago
- Implementation and demo of explainable coding of clinical notes with Hierarchical Label-wise Attention Networks (HLAN)☆59Updated 2 years ago
- We evaluate many models used for biomedical and clinical nlp tasks, and train new models that perform much better.☆158Updated 3 years ago
- ECIR 2020 - MedLinker: Medical Entity Linking with Neural Representations and Dictionary Matching☆29Updated last year
- Code for the paper "Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset" (ACL 2020)☆17Updated 4 years ago
- multilabel classification of EHR notes☆281Updated 4 years ago
- MedType: Improving Medical Entity Linking with Semantic Type Prediction☆116Updated last year
- A collection of papers on automated medical coding from free-texts☆127Updated last month
- Pre-trained Language Model for Biomedical Question Answering☆122Updated last year
- EMNLP'2021: Can Language Models be Biomedical Knowledge Bases?☆55Updated last year
- Adversarial Learning of Knowledge Embeddings for the Unified Medical Language System☆40Updated 5 years ago
- Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning [NAACL 2022]☆18Updated 2 years ago
- ☆96Updated 2 years ago
- Implementation of the BLUE benchmark with Transformers.☆20Updated 11 months ago
- Pre-training of Graph Augmented Transformers for Medication Recommendation☆121Updated 5 years ago
- Source code for ACL 2021 paper "Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism"☆14Updated 3 years ago