If they can, then either Facebook boldly lied about implementing end-to-end encryption[0], or found significant attack against the Signal protocol, which is considered quite safe.

They do have access to the metadata, i.e. whom you messaged and when.

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[0] https://techcrunch.com/2016/04/05/whatsapp-completes-end-to-...