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Lemko Translator App Shipped (Payments Live)
1–2 minutesMon, Feb 23, 2026 — quick dispatch. After a multi-year grind, the Lemko translator app is shipped and payments are live end-to-end. International Mother Language Day just passed, which hit with perfect timing. It’s a reminder that language tech isn’t only about “big languages” — low-resource and heritage languages deserve serious tooling too. Next step:…
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Citation in TalaMT: Multilingual Machine Translation for Cabécar-Bribri-Spanish (Jones et al., MRL-WS 2023)
1–2 minutesSay It Right: AI Neural Machine Translation Empowers New Speakers To Revitalize Lemko cited in December 2023 by Jones and Coto-Solano of Dartmouth College, as well as González Campos of University of Costa Rica in TalaMT: Multilingual Machine Translation for Cab.car-Bribri-Spanish in the Proceedings of the 3rd Multilingual Representation Learning Workshop in Singapore.
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Winning Hearts & Tongues: A Polish to Lemko Case Study (2023)
23–35 minutesWhen minority and local languages are lost, national security suffers: not only are significant increases in suicidality, depression, diabetes, assault, and substance abuse often documented, a void is created that has historically been exploited by adversaries. For example, millions from minority language communities ahistorically assume the Russian language and/or identity as their own…
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BLEU Skies for Endangered Language Revitalization: Lemko Rusyn and Ukrainian Neural AI Translation Accuracy Soars (2023)
15–22 minutesAbstract Accelerating global language loss, associated with elevated incidence of illicit substance use, type 2 diabetes, binge drinking, and assault, as well as sixfold higher youth suicide rates, poses a mounting challenge for minority, Indigenous, refugee, colonized, and immigrant communities. In environments where intergenerational transmission is often disrupted, artificial intelligence neural machine translation systems have…
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Say It Right: AI Neural Machine Translation Empowers New Speakers To Revitalize Lemko (2022)
15–22 minutesAbstract Artificial-intelligence powered neural machine translation might soon resuscitate endangered languages by empowering new speakers to communicate in real time using sentences quantifiably closer to the literary norm than those of native speakers, and starting from day one of their language reclamation journey. While Silicon Valley has been investing enormous resources into neural translation technology…
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Yes I Speak… AI Neural Machine Translation in Multi-Lingual Training (2021)
28–42 minutes✅ This version of the contribution has been accepted for publication after peer review but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at this link. Use of this Accepted Version is subject to the publisher’s Accepted Manuscript terms of use.…
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