AI techniques can help with cleanup too. I've been using entity recognition to find speaker names to use in faceted search of lectures for https://www.findlectu

AI techniques can help with cleanup too. I've been using entity recognition to find speaker names to use in faceted search of lectures for https://www.findlectures.com https://www.findlectures.com. The NER library just finds low hanging fruit that I check manually.