Machine Translation for a 1000 languages – Paper explained

We explain the new polyglot model from Google Research that can translate between 1,000 languages! No need to read the long research paper yourself, because here we explain and summarize it on a high level.

SPONSOR: Weights & Biases 👉 https://wandb.me/ai-coffee-break

Check out our daily #MachineLearning Quiz Questions: https://www.youtube.com/c/AICoffeeBreak/community
➡️ AI Coffee Break Merch! 🛍️ https://aicoffeebreak.creator-spring.com/

Paper 📜: Bapna, Ankur, Isaac Caswell, Julia Kreutzer, Orhan Firat, Daan van Esch, Aditya Siddhant, Mengmeng Niu et al. "Building Machine Translation Systems for the Next Thousand Languages." arXiv preprint arXiv:2205.03983 (2022). https://arxiv.org/abs/2205.03983
🔗 Facebook’s response: 200 language machine translation and it’s open source: https://arxiv.org/abs/2207.04672

Thanks to our Patrons who support us in Tier 2, 3, 4: 🙏
Don Rosenthal, Dres. Trost GbR, banana.dev -- Kyle Morris, Julián Salazar, Edvard Grødem, Vignesh Valliappan, Kevin Tsai, Mutual Information, Mike Ton

Outline:
00:00 Machine translation for a 1000 languages
00:42 Weights&Biases (Sponsor)
02:00 Problems with many languages
04:15 Collecting data for 1k languages
11:46 Building MT models
14:13 Results on a thousand languages

▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀
🔥 Optionally, pay us a coffee to help with our Coffee Bean production! ☕
Patreon: https://www.patreon.com/AICoffeeBreak
Ko-fi: https://ko-fi.com/aicoffeebreak
▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀

🔗 Links:
AICoffeeBreakQuiz: https://www.youtube.com/c/AICoffeeBreak/community
Twitter: https://twitter.com/AICoffeeBreak
Reddit: https://www.reddit.com/r/AICoffeeBreak/
YouTube: https://www.youtube.com/AICoffeeBreak

#AICoffeeBreak #MsCoffeeBean #MachineLearning #AI #research​
Video editing: Nils Trost

Видео Machine Translation for a 1000 languages – Paper explained канала AI Coffee Break with Letitia