Academic access

A research workspace
for your institution.

Create your LingoScholar account with an institutional email. Academic access adds compatibility checks, model curve benchmarks and downloadable reports to the public literature and specimen atlas.

Explore public specimens Browse authors

Free academic registration

Compare specimen configurations
Inspect compatibility warnings
Compare CSV curves in your browser
Export a source-linked comparison report

Institution review and email activation establish academic affiliation. They do not certify researcher credentials or model accuracy.

Create your LingoScholar account

Use the email issued by your university or academic institution. Personal email providers are not eligible. Every request is reviewed before access is granted.

Already have a LingoScholar account? Sign in

Privacy notice

Your work stays yours.

LingoScholar stores your institutional email, name, institution, role, website, approval and email verification status, registration dates, and a password hash. The owner reviews account details to manage academic access. Registration details may be included in a private email notification to the owner. Your password is not stored as plain text, and account details are not shown in the public author directory.

After review, the owner provides an activation link privately to your institutional mailbox. Registration does not send an automatic email. Activating that link confirms your email and sets your account password.

Model CSV files are processed locally in your browser. Registration does not upload or save your model data. You can download reports to your device.

To request an account correction, a fresh activation link or removal, contact the site owner through the creator profile. Revoked accounts retain the minimum access record needed to enforce the restriction.

Public papers, author pages, campaign sources and specimen facts remain available without registration.

About LingoScholar

A research workspacefor your institution.

Free academic registration

Create your LingoScholar account

A research workspace
for your institution.