Lecture 15: Machine Translation

Guest Lecture: Matt Gardner Links to an external site.

Topics

• Intro to Machine Translation;
• Challenges, and Rule-Based;
• Statistical MT; Parallel Corpora;
• MT Evaluation;
• Neural MT;

Slides: lecture-15-machine-translation.pdf Download lecture-15-machine-translation.pdf

Other Links

• Links to an external site.StatML Evaluation Slides; Links to an external site.
• Neural MT Tutorial, Neubig Links to an external site.
• Zero shot translation by Google's NMT Links to an external site.;
• Google's "Interlingua" Links to an external site.;
• Hofstadter (Atlantic article) on GNMT Links to an external site.;