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repos: 7.0 gists: 0.0

Name: NLPie Research

Type: Organization

Bio: Natural Language Processing in eHealth Research

Location: United Kingdom

NLPie Research's Projects

bioinsttune-llm icon bioinsttune-llm

This repository contains the code and data related to the experiments in the paper "Exploring the Effectiveness of Instruction Tuning in Biomedical Language Processing".

compact-biomedical-transformers icon compact-biomedical-transformers

This repository contains the code used for distillation and fine-tuning of compact biomedical transformers that have been introduced in the paper "On The Effectiveness of Compact Biomedical Transformers"

efficient-ml icon efficient-ml

Experiments towards efficient use of compact biomedical LMs

lightweight-clinical-transformers icon lightweight-clinical-transformers

This project develops compact transformer models tailored for clinical text analysis, balancing efficiency and performance for healthcare NLP tasks.

minialbert icon minialbert

This repository contains the code used for training/fine-tuning the models introduced in the paper "MiniALBERT: Model Distillation via Parameter-Efficient Recursive Transformers".

umls-to-snomed-icd10-mapper icon umls-to-snomed-icd10-mapper

UMLS to SNOMED CT and ICD-10 mapping tool: A Python script for generating JSON files containing mappings between UMLS CUIs and SNOMED CT or ICD-10 codes using the UMLS Metathesaurus. Supports exact match, broad relations, and parent-child hierarchy mapping methods.

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