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@nlpie-research

NLPie Research

Natural Language Processing in eHealth Research
README.md

NLPie Research

Independent, unincorporated open-source project creating practical NLP tools for biomedical science.

Mission
Bring state-of-the-art clinical NLP to teams that don’t have large GPUs.

Focus

  • Biomedical / clinical language modelling
  • Lightweight transformer distillation
  • Rapid-deployment ML for health crises

Oxford legacy
Repos tagged oxford-legacy cover work released 2022 – 30 June 2025. Oxford’s involvement ends 1 July 2025.

Compliance
Code and models are under MIT, Apache-2.0 or CC licences; please ensure your own use complies with applicable regulations.

Support
One-off or monthly contributions help cover compute, hosting and upkeep:
https://github.com/sponsors/nlpie-research

Contact: info@nlpie.com

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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 19 4

  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

  3. Lightweight-Clinical-Transformers Lightweight-Clinical-Transformers Public

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

    Python 18 1

  4. BioInstTune-LLM 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".

    Python 3

Repositories

Showing 8 of 8 repositories

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