Documents Semi-supervised learning and self-training LING 572 Fei Xia 02/14/06.

Slide 1 Semi-supervised learning and self-training LING 572 Fei Xia 02/14/06 Slide 2 Outline Overview of Semi-supervised learning (SSL) Self-training (a.k.a. Bootstrapping)…

Documents Bootstrapping Goals: –Utilize a minimal amount of (initial) supervision –Obtain learning from...

Slide 1 Bootstrapping Goals: –Utilize a minimal amount of (initial) supervision –Obtain learning from many unlabeled examples (vs. selective sampling) General scheme:…