Honored to have my peer-reviewed paper Say It Right: AI Neural Machine Translation Empowers New Speakers To Revitalize Lemko cited in December 2023 by Alex Jones and Rolando Coto-Solano of Dartmouth College, as well as Guillermo González Campos of University of Costa Rica in their work TalaMT: Multilingual Machine Translation for Cabécar-Bribri-Spanish on Page 107 of the Proceedings of the 3rd Multilingual Representation Learning Workshop in Singapore.
Címke: Endangered Language
-
New Experiment: Lab-Made Lemko?
I will be conducting an experiment this month to see if machines can be made to translate into Lemko better than Google Translate or humans.
Hypothesis
A machine can be configured to translate from English into the endangered Slavic language of Lemko and achieve quality scores higher than those of Google Translate’s Ukrainian service, but not yet higher than those of humans.
Predictions
- My English to Lemko rule-based machine translation (RBMT) engine will achieve a bilingual evaluation understudy (BLEU) score of 15 against a clean bilingual corpus.
- The above engine will achieve a BLEU score that is a third higher (e.g. 20) when coupled with an improvised dictionary-based machine translation (DBMT) created from Lemko-Polish unit-test assertion pairs.
- Google Translate’s English to Ukrainian translation service will achieve a BLEU score of 10 against the above corpus.
- I, a human, will achieve a higher BLEU score than all the above machines against the above corpus.
The experiments will be conducted over the next week or so, for subsequent publication.
-
AI Empowers Speakers of Endangered Languages like Lemko Event Watchable On-Demand
Sharable Link:
https://www.orynycz.com/lemko/watch-ai-empower-new-speakersThe October 26, 2021 product launch and interactive demonstration was taped as can now be watched in its entirety here.
To watch and follow along, visit the event page.
Interactive Demo: AI Empowers Speakers of Endangered Languages like Lemko Sharable Link:
https://www.orynycz.com/lemko/watch-ai-empower-new-speakersYouTube and Facebook
You can also watch, like, comment, and share the presentation on Facebook or on YouTube.
