Finally, Anchor Words algorithm (Arora et al., 2013) is a fast and scalable alternative to traditional inference techniques based on non-negative matrix factorization.
this likely reflects the underlying data: Amazon product reviews are highly focused on specific products and features, and the generated topics naturally reflect these.