No, you cannot directly delete a Keyword. However, a campaign has a single keyword used for Opt-in. Thus deleting a campaign is equivalent to deleting a keyword.
To Delete a campaign, log on to the Dashboard website, click on Manage Campaign, search your campaign, and click on to Delete Icon along the right side of your campaign name.