← Explore Research Questions Research Question

How do we best ensure that speakers of low-resource languages are not disadvantaged within deliberative forums?

Related Goals

Participants who can fully engage in multilingual deliberation regardless of their native language or geographical location.

Related Capabilities

Localize participation

Ability to run processes in multiple languages and cultural contexts in real time and account for linguistic differences in the precise intent of outputs.

Related Existing Resources

Google Meet real-time translation

Google Meet now does real-time audio translation between English and Spanish (more languages coming)

Neural Machine Translation: A Review

There has been incredible progress on automated real-time translation in the past several years. This paper traces the evolution of neural machine translation from its roots in word embeddings and encoder-decoder architectures, situating the shift away from statistical approaches within a broader...

Decidim

A free and open-source platform helping citizens, organizations, and public institutions self-organize democratically at every scale through strategic planning, assembly coordination, citizen initiatives, participatory budgeting, and networked dialogue. The platform ensures transparency, traceabi...