docs: correct typos in documentation

[seskritt]

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[shahednasser]

Thanks @Bhyn a lot for these fixes! All looks good, but can you remove the changes in the files under the references directory? These are generated automatically and should be fixed elsewhere

[shahednasser]

LGTM!