NLPie Research

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8 repositories

efficient-ml
Public
Experiments towards efficient use of compact biomedical LMs
Python
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MIT License
•0•4•0•0•Updated Dec 3, 2024Dec 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".
Python
•2•0•0•0•Updated Dec 3, 2024Dec 3, 2024
.github
Public
About Us
0•0•0•0•Updated Nov 24, 2024Nov 24, 2024
pandemic-pact-ppace
Public
Python
•0•0•0•0•Updated Jul 11, 2024Jul 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".
albert knowledge-distillation minialbert recursive-transformers
Python
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MIT License
•1•7•0•0•Updated Mar 26, 2024Mar 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"
knowledge-distillation biomedical-nlp distilbiobert compact-transformer compact-biobert
Python
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MIT License
•3•17•0•0•Updated Mar 26, 2024Mar 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.
nlp lightweight clinical knowledge-distillation bio-transformers
Python
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MIT License
•1•18•0•0•Updated Mar 26, 2024Mar 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.
converter icd-10 umls snomed-ct umls-to-snomed umls-to-icd
Python
•2•11•0•0•Updated Apr 15, 2023Apr 15, 2023