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@nlpie-research

NLPie Research

Natural Language Processing in eHealth Research
README.md

NLPie Research

We are a team of researchers who are passionate about the application of AI and NLP to problems in healthcare. Our initiative, NLPie Research (Natural Language Processing in eHealth Research), focuses on the development of efficient and lightweight Machine Learning models specialised for Biomedical applications.

Mission

Our mission is to make AI more accessible to researchers around the globe, particularly those in developing countries who may not have access to the latest hardware and resources. We believe in transparency and openness in our research and strive to make our work available to anyone who can benefit from it.

Research Areas

  • AI for healthcare
  • Biomedical Natural Language Processing
  • Clinical Machine Learning

Contact

If you are interested in collaborating with us, inquiring about consultancy or simply have any questions about our research, please ✉️ reach out to our team.

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  1. Compact-Biomedical-Transformers Compact-Biomedical-Transformers Public

    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 Transfo…

    Python 17 3

  2. MiniALBERT MiniALBERT Public

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

    Python 7 1

Repositories

Showing 8 of 8 repositories
  • efficient-ml Public

    Experiments towards efficient use of compact biomedical LMs

    nlpie-research/efficient-ml’s past year of commit activity
    Python 4 MIT 0 0 0 Updated Dec 3, 2024
  • BioInstTune-LLM Public

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

    nlpie-research/BioInstTune-LLM’s past year of commit activity
    Python 0 2 0 0 Updated Dec 3, 2024
  • .github Public

    About Us

    nlpie-research/.github’s past year of commit activity
    0 0 0 0 Updated Nov 24, 2024
  • pandemic-pact-ppace Public
    nlpie-research/pandemic-pact-ppace’s past year of commit activity
    Python 0 0 0 0 Updated Jul 11, 2024
  • MiniALBERT Public

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

    nlpie-research/MiniALBERT’s past year of commit activity
    Python 7 MIT 1 0 0 Updated Mar 26, 2024
  • Compact-Biomedical-Transformers Public

    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"

    nlpie-research/Compact-Biomedical-Transformers’s past year of commit activity
    Python 17 MIT 3 0 0 Updated Mar 26, 2024
  • Lightweight-Clinical-Transformers Public

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

    nlpie-research/Lightweight-Clinical-Transformers’s past year of commit activity
    Python 18 MIT 1 0 0 Updated Mar 26, 2024
  • umls-to-snomed-icd10-mapper Public

    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.

    nlpie-research/umls-to-snomed-icd10-mapper’s past year of commit activity
    Python 11 2 0 0 Updated Apr 15, 2023

People

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