Repositories list

• asreview

  Public
  Active learning for systematic reviews

  natural-language-processingresearchdeep-learning+ 10neural-networkliteraturelanguage-modelsystematic-literature-reviewslearning-algorithmsactive-learningsystematic-reviews+ 3

  Python

  •

  Apache License 2.0

  •149•801•63•9•Updated Oct 30, 2025Oct 30, 2025

• synergy-dataset

  Public
  SYNERGY - Open machine learning dataset on study selection in systematic reviews

  machine-learningnatural-language-processingresearch+ 7graphsdatasetcitation-networkscholarly-articlesprismautrecht-universitysystematic-reviews-datasets

  Python

  •

  Creative Commons Zero v1.0 Universal

  •32•87•5•1•Updated Oct 30, 2025Oct 30, 2025

• asreview-dory

  Public
  Official extension for ASReview LAB enabling state-of-the-art NLP models with dense embeddings and deep learning architectures. Ideal for systematic reviews where lightweight models fall short.

  pythondatamachine-learning+ 5natural-language-processingdeep-learningsystematic-literature-reviewsutrecht-universityasreview

  Python

  •

  MIT License

  •2•11•0•1•Updated Oct 27, 2025Oct 27, 2025

• template-extension-new-model

  Public template
  Template repository to extend ASReview with a new model easily.

  asreview

  Python

  •

  MIT License

  •2•20•0•0•Updated Jul 7, 2025Jul 7, 2025

• asreview-optuna

  Public
  Optimization for ASReview models using the optuna package.

  Jupyter Notebook

  •

  MIT License

  •0•8•1•0•Updated Jul 7, 2025Jul 7, 2025

• asreview-academy

  Public
  This repository contains open teaching materials on using ASReview

  exercisessystematic-reviewsprisma+ 3utrecht-universityprisasreview

  CSS

  •

  Creative Commons Attribution 4.0 International

  •13•20•0•0•Updated Jul 1, 2025Jul 1, 2025

• asreview-makita

  Public
  Workflow generator for simulation studies using the command line interface of ASReview LAB

  pythondatamachine-learning+ 5simulationsystematic-literature-reviewssystematic-reviewsutrecht-universityasreview

  Python

  •

  MIT License

  •19•42•3•0•Updated Jun 23, 2025Jun 23, 2025

• asreview-insights

  Public
  Tools such as plots and metrics to analyze (simulated) reviews for ASReview LAB

  visualizationbenchmarkmachine-learning+ 6statisticsplotdiscoveryactive-learningutrecht-universityasreview

  Python

  •

  Apache License 2.0

  •13•39•6•2•Updated Jun 11, 2025Jun 11, 2025

• asreview-server-stack

  Public
  Docker compose for setting up ASReview server with authentication

  dockernatural-language-processingdocker-compose+ 5artificial-intelligencesystematic-reviewsutrecht-universityasreviewllm

  Dockerfile

  •

  MIT License

  •2•8•1•0•Updated Jun 1, 2025Jun 1, 2025

• asreview-wordcloud

  Public
  ASReview extension to generate wordcloud from data files.

  wordcloudsystematic-literature-reviewssystematic-reviews+ 2utrecht-universityasreview

  Python

  •

  MIT License

  •2•17•1•0•Updated May 14, 2025May 14, 2025

• asreview-artwork

  Public
  Artwork for the ASReview project

  logosystematic-literature-reviewssystematic-reviews+ 1asreview

  HTML

  •

  Other

  •9•23•0•2•Updated Apr 29, 2025Apr 29, 2025

• citation-file-formatting

  Public
  A collection of documentation highlighting quirks around the file formatting for citation and reference managers.

  Creative Commons Zero v1.0 Universal

  •2•4•0•0•Updated Mar 10, 2025Mar 10, 2025

• asreview-datatools

  Public
  Tool to preprocess datasets for ASReview

  pluginsystematic-literature-reviewssystematic-reviews+ 2utrecht-universityasreview

  Python

  •

  MIT License

  •15•33•9•1•Updated Feb 6, 2025Feb 6, 2025

• asreview-multilingual-feature-extractor

  Public
  A model extension for ASReview. ASReview multilingual feature extractor is a feature extractor based on distiluse-base-multilingual-cased-v1.

  multilingualfeature-extractionsentence-transformers+ 1asreview

  Python

  •

  MIT License

  •0•2•0•0•Updated Dec 16, 2024Dec 16, 2024

• asreview-project-files-testing

  Public
  Project files for ASReview for testing

  asreview

  Creative Commons Zero v1.0 Universal

  •1•1•0•0•Updated Aug 1, 2024Aug 1, 2024

• .github

  Public
  Repo for the ASReview organization profile.

  0•0•0•0•Updated May 20, 2024May 20, 2024

• synergy-dataset-py

  Public
  Python package for SYNERGY datasets

  Python

  •

  MIT License

  •2•1•0•1•Updated Dec 13, 2023Dec 13, 2023

• cloud-usage

  Public
  Python

  •

  Apache License 2.0

  •2•3•0•1•Updated Aug 28, 2023Aug 28, 2023

• paper-megameta-postprocessing-screeningresults

  Public
  The repository is part of the so-called, Mega-Meta study on reviewing factors contributing to substance use, anxiety, and depressive disorders. This repository contains the scripts for Post-Processing the screening results.

  deduplicationsystematic-reviewasreview+ 1mega-meta

  R

  •

  MIT License

  •1•6•0•0•Updated Sep 8, 2022Sep 8, 2022

• template-extension-new-dataset

  Public template
  Template for extending ASReview with a new dataset

  asreview

  Python

  •

  MIT License

  •2•5•1•0•Updated Aug 23, 2022Aug 23, 2022

• paper-depression-brouwer-simulation-ATD

  Public
  Scripts for the simulation study obtaining the average time to discovery performed on the Depression-data from the systematic review by Brouwer et al. (2019)

  machine-learningactive-learningasreview+ 1mega-meta

  R

  •

  MIT License

  •0•0•0•0•Updated Jul 15, 2022Jul 15, 2022

• paper-evaluating-models-across-research-areas

  Public
  Supplementary material on the paper "Active learning for screening prioritization in systematic reviews - a simulation study"

  Jupyter Notebook

  •

  MIT License

  •4•3•0•0•Updated Jul 14, 2022Jul 14, 2022

• asreview-extension-vocab-extractor

  Public archive
  An extension for asreview implements a version of the tf-idf feature extractor that saves the matrix and the vocabulary.

  asreview

  Python

  •

  Apache License 2.0

  •1•5•0•0•Updated Jun 17, 2022Jun 17, 2022

• asreview-simulation-time

  Public archive
  asreview

  Python

  •

  Apache License 2.0

  •0•2•0•0•Updated Jun 16, 2022Jun 16, 2022

• asreview-ranking-stability

  Public archive
  asreview

  Python

  •

  Apache License 2.0

  •0•1•0•0•Updated Jun 16, 2022Jun 16, 2022

• asreview-covid19

  Public archive
  Extension that adds Covid-19 related datasets to ASReview

  pythonpluginmachine-learning+ 12datasetpreprintspaperslearning-algorithmssystematic-reviewsutrecht-universitycoronavirus+ 5

  Python

  •

  Apache License 2.0

  •7•30•0•0•Updated Apr 2, 2022Apr 2, 2022

• asreview-hyperopt

  Public archive
  Hyper parameter optimization extension for ASReview. EXPERIMENTAL

  optimizationfeature-extractionhyperopt+ 4hyper-parametersutrecht-universitybalance-strategyasreview

  Python

  •

  Apache License 2.0

  •4•8•1•2•Updated Feb 15, 2022Feb 15, 2022

• paper-asreview

  Public
  Scripts for paper: 'ASReview: Open Source Software for Efficient and Transparent Active Learning for Systematic Reviews'

  asreviewpaper-asreview

  Python

  •

  MIT License

  •4•13•0•0•Updated Dec 10, 2021Dec 10, 2021

• paper-simulating-risk-analysis-documents-KNMP

  Public
  Scripts to run simulations in ASReview on systematic review data of risk analysis documents of the Medicine Information Centre of the Royal Dutch Pharmacists Association.

  simulationasreviewrisk-analysis-document+ 1knmp

  Shell

  •

  MIT License

  •0•4•0•0•Updated Dec 10, 2021Dec 10, 2021

• paper-megameta-hyperparameter-training

  Public
  Hyperparameter-training for the Mega-Meta project

  machine-learninghyperparameter-optimizationactive-learning+ 2asreviewmega-meta

  Python

  •

  MIT License

  •0•1•0•0•Updated Dec 1, 2021Dec 1, 2021