Yes and you should close with </key> below. Somethig like this:
<wpml-config>
<admin-texts>
<key name='theme_option_name'>
<key name="header-info_title" />
<key name="header_info_slogan" />
<key name="header_info_button_txt_1" />
<key name="header_info_button_txt_2" />
</key>
</admin-texts>
</wpml-config>