NLP programs with the largest selection of supported languages?

Artificial intelligence has opened new language acquisition pathways for learners and teachers. These programs allow any learner, anywhere, to receive personalized lesson plans and feedback. When part of a classroom (virtual, physical, or mixed), AI language learning programs help teachers assess student progress.

An e-learning course enables people to learn material at their own pace, with no instructor present. Machine learning programs optimize learning with supervised, unsupervised, semi-unsupervised, and reinforcement methods. While individuals use these courses the most, the highest-paying customers include higher education institutions and corporations. Of note, although the term is often used interchangeably with "distance learning" or "virtual classroom," these terms refer to a learning environment overseen by a professional educator. E-learning is self-directed.

A distance learning course refers to online education method where students learn at their own pace but also have the benefit of teacher instruction. Interest in distance learning has spiked massively over the past year, due to worldwide lockdowns forcing in-person educators to change tactics, so there is more data than ever on this subject. Often, the term is used interchangeably with “e-learning” and “virtual classroom” although there are important differences. E-learning, for example, refers to self-paced study without the instruction of a teacher or set study times. A virtual classroom, on the other hand, has a teacher overseeing students and a set class time.

Language revitalization refers to the process of bringing a dead or dying language back into common usage. It is also called language revival, although many believe the term “revival” should only apply to dead languages and “revitalization” to dying ones. Language reclamation is a related concept and frequently occurs together with revitalization/revival. However, it refers only to the process of a population reasserting its right to speak its language.

The translation of text between languages comes with a wealth of challenges, even for deep learning AI programs. However, machine translation has made great strides in this area of linguistics.

At heart, a virtual classroom is simply a class that meets virtually. In comparison, distance learning and e-learning classrooms are self-paced, requiring no set meeting times. While virtual learning sounds simple, it does come with a number of unique challenges, especially for children.