I think they announce in advance they will short and publish report on a unspecified company.

In this case they just mentioned the Company is listed in LSE, and the traders figured out by themselves who was it.

Because they need to build their short positions before making everything public.

In this case maybe they lost profits if the market adjusted before they finish setting up their positions