The evidence behind the guides

Sources

Find a study, check what it supports, and follow it back to a concern.

TopicCollection

2 sources

Guide citations are still under editorial review.

ACL 2025 Stakeholder research

Building Better: Avoiding Pitfalls in Developing Language Resources when Data is Scarce (original source, new tab)

Feedback from people involved in and affected by low-resource language datasets; quality, cultural context and data-worker dignity.

Global Indigenous Data Alliance Community-led governance principles

CARE Principles for Indigenous Data Governance (original source, new tab)

Collective benefit, authority to control, responsibility, and ethics; these are governance principles, not a universal legal license.

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