ASReview

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Ranked in AI Literature Review Software ·Free plan

About

ASReview uses AI-aided active learning to prioritize records for systematic review screening while keeping a human screener involved in decisions. Its site says the approach can reduce screening workload by up to 95%. Users can simulate AI-aided reviewing to compare models, and teams can screen in parallel through Crowdscreen, where administrators manage access with a private login system. The described model series include ELAS-Ultra, ELAS-Heavy, and language-agnostic ELAS-L; ELAS-Heavy and ELAS-L require the Dory package. ASReview works with reference managers such as EndNote and PubMed, and supports CSV, RIS, and XLSX import and export. Documentation describes a Python API, while institutional workflows also mention a REST API and CLI for automation. By default, local use keeps data on the user's computer; server deployments keep it within the organization's environment and policies. The project describes GDPR compliance, no tracking cookies, and security updates. It offers documentation, tutorials, videos, community discussion, and organizational workshops and consultancy. It is free and open source, with no licensing fees or subscriptions; running hardware or servers may incur costs.

Who it is for

ASReview suits screeners, information specialists, data scientists, developers, institutions, and students working on systematic reviews. Teams can use Crowdscreen, while organizations can apply server deployments within their own environment.

What is good

  • Prioritizes records while keeping a human screener involved
  • Simulates reviews to compare models
  • Supports parallel screening through Crowdscreen
  • Imports and exports CSV, RIS, and XLSX
  • Local setup keeps data on the user's computer

What to know first

  • ELAS-Heavy and ELAS-L require the Dory package
  • Running hardware or servers may incur costs
  • Server deployments rely on the organization's environment and policies

Verdict

ASReview combines active-learning prioritization with human screening, model simulation, and team workflows. Its local and organization-hosted options support different data arrangements, while some model series require Dory.

Compared on AI literature review software

Free plan
Yesasreview.nl
Screening workflow
Yesasreview.nl
AI paper summaries
Noasreview.nl
Systematic review support
Yesasreview.nl
Export formats
CSV, RIS, XLSXasreview.nl

Facts

Purpose
ASReview uses AI-aided active learning to prioritize records for systematic review screening while keeping a human screener in the decision loop.asreview.nl · 28 Sept 2026
Screening
The site says ASReview can reduce the screening workload by up to 95%.asreview.nl · 28 Sept 2026
Simulation
Users can simulate AI-aided reviewing to test performance and compare models.asreview.nl · 28 Sept 2026
Crowdscreen
Crowdscreen supports parallel screening by a team, with administrators managing access through a private login system.asreview.nl · 28 Sept 2026
AI models
ASReview describes ELAS-Ultra, ELAS-Heavy, and language-agnostic ELAS-L model series; the latter two require the Dory package.asreview.nl · 28 Sept 2026
Platforms
ASReview LAB can be installed locally on macOS, Linux, and Windows, or run self-hosted on a server or in the cloud and accessed with a web browser.asreview.nl · 28 Sept 2026
Integrations
The site describes compatibility with EndNote, PubMed, and other reference managers, and says RIS files can be imported and exported.asreview.nl · 28 Sept 2026
Formats
The institutional workflow page describes CSV, RIS, and XLSX import and export.asreview.nl · 28 Sept 2026
API
ASReview documentation includes a Python API, and the institutional page also mentions a REST API and CLI for automated workflows.asreview.nl · 28 Sept 2026
Privacy
The site says the default local setup keeps data on the user's computer; server deployments keep data within the user's environment and apply that organization's policies.asreview.nl · 28 Sept 2026
Security claims
The site describes ASReview as GDPR compliant, says it has no tracking cookies, and says it provides security updates.asreview.nl · 28 Sept 2026
Support
The site offers free online documentation, tutorials, videos, and community discussion support, and describes in-house workshops and custom consultancy for organizations.asreview.nl · 28 Sept 2026
Intended users
The site presents ASReview for screeners, information specialists, data scientists, developers, institutions, and students.asreview.nl · 28 Sept 2026

Company

Headquarters
Utrecht, Netherlandsasreview.nl · 28 Sept 2026

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