CLEAR Global

?? CALL FOR CONTRIBUTIONS! ?? ?? Our newly launched Language Use Data Platform provides open, accessible data about the languages used across the world. We currently cover over 30 countries and 1,000 languages with more being added all the time, but we can do this better together! ?? You can help us close the language data gap by collecting, sharing and contributing data to our platform. Head over to our website. You'll find information on research methodology (language-related questions for your surveys) and information on how to submit data to the Language Use Data Platform ???? https://hubs.ly/Q039DMTP0 #LanguageData #LanguageTechnology #OpenLanguageData

?? "How do we use artificial intelligence technology to revitalize these languages?" Here are some of Naftali Indongo's most interesting learnings from the #LT4All2025 conference with our CEO Aimee Ansari. He hopes to be able to use current technology with some of the indigenous languages of Namibia ???? #IndigenousLanguages #AI #LanguageTech

???? Thank you so much to everyone who has supported ELIA - European Language Industry Association's fundraiser so far! ?? Find out more details: https://lnkd.in/eT74eaSe

?? We are participating at a session hosted by Flowminder on a Humanitarian Networks and Partnerships Weeks (#HNPW) session titled: "?????????????????????????? ?????????????????????? ???? ???? ?????????????????? ??????????: ?????????????????? ?????? ???????? ???????????????????? ???? ?? ???????????? ?????? ???????? ???????????? ???????????????????????? ???????????? ???????? ?????? ???????? ???? ?????????????? ???? ?????????? ???? ?? ???????? ?????????????????" ?? We are exploring how the uncertainty of data, especially when it is new or evolving quickly, can be better communicated to end-users, so that they can take better decisions. ?? March 24, 2025 (Monday), 09:00-10:30 CET ???? Register now to the hybrid event: https://hubs.ly/Q03bvKZB0

?? Want to know about CLEAR Global's latest language technology developments, research, and collaboration with partners in the humanitarian and development spaces? Be the first to know by subscribing to our newsletter! ??? Sign up now: https://hubs.ly/Q03bvGkj0

???? Communities come first in language tech! Our CEO Aimee Ansari asks Ayushi Pandey, Ph.D of Karya shares the most interesting thing she has learned during the LT4All 2025 Conference: language technology must be driven by the communities who speak it ???? Listen to Ayushi's discussion on how Karya bridges the barriers of low-resource communities and data for large-scale AI models ?? #LanguageTech #AI #MarginalizedLanguages

?? From feedback to action: working together to build inclusion into humanitarian response ???? ???? Earlier this week, we hosted the second Humanitarian and Resilience Portfolio (HARP) Third Party Monitoring workshop in partnership with Fact Foundation and IMPACT Initiatives. Our recent assessment sought to understand how people affected by crises experience and perceive humanitarian service delivery, with the goal of enabling a more community-centered humanitarian response. We also presented findings and lessons from our recent round of Accountability to Affected Populations and Common Feedback Mechanism trainings for people in marginalized populations. Trainees included people with disabilities, widows, older persons, as well as pregnant and lactating women and adolescents. The discussions centered around how humanitarian operations should work, as well as people’s accountability rights and NGO and UN agency accountability obligations. The insightful conversations with HARP implementing partners at the workshop also included recommendations on promoting the integration of community feedback aimed at strengthening humanitarian efforts, thereby making humanitarian programming more responsive, transparent, and effective in Nigeria.

Language plays a critical role in ensuring people can get information and be heard - but humanitarian and development organizations often lack the data they need to know who speaks what, where, or how to assess language exclusion in their work. CLEAR Global has a solution that can help bridge these knowledge gaps through the all new Language Use Data Platform ? The platform features: - Visualizations, maps and data for over 30 countries, with a further 30+ countries currently being processed in the system. We will continue to add more countries and datasets a we get access to new data. - APIs for accessing data and integrating it into your systems and processes - Resources and advice to help you use the data in your programs ??? Check it out: https://hubs.ly/Q038lQT10

?? Growing language data, one sentence at a time! Our CEO Aimee Ansari was at LT4All 2025 conference, where she spoke with Professor Gloria M. T. Emezue, from Lanfrica, about data farming. Lanfrica build their datasets with the contribution of different communities of speakers, meeting them physically where they are. This means going directly to villages, markets, and communities. This approach fosters meaningful participation from the actual language owners and strengthens digital resources for African languages. ?? Watch the full video to see how data farming is transforming low-resource language tech! #AI #LanguageTech #DataFarming