It's true that by default “Wikipedia” is not hyphenated:
\documentclass{article}
\usepackage{showframe}
\begin{document}
wikipedia wikipedia wikipedia wikipedia wikipedia
wikipedia wikipedia wikipedia wikipedia wikipedia
wikipedia wikipedia wikipedia wikipedia wikipedia
wikipedia wikipedia wikipedia wikipedia wikipedia
wikipedia wikipedia wikipedia wikipedia wikipedia
\end{document}

Solution: add \hyphenation{wiki-pe-dia}
\documentclass{article}
\usepackage{showframe}
\hyphenation{wiki-pe-dia} % like en-cy-clo-pe-dia
\begin{document}
wikipedia wikipedia wikipedia wikipedia wikipedia
wikipedia wikipedia wikipedia wikipedia wikipedia
wikipedia wikipedia wikipedia wikipedia wikipedia
wikipedia wikipedia wikipedia wikipedia wikipedia
wikipedia wikipedia wikipedia wikipedia wikipedia
\end{document}

If babel
is used, the appropriate command is
\babelhyphenation{wiki-pe-dia}
which will set the hyphenation for all declared languages.
\hyphenation{wiki-pedia}
before\begin{document}
. However, since “encyclopedia” is hyphenated asen-cy-clo-pe-dia
, you may want to do\hyphenation{wiki-pe-dia}