With plain text documents I always use Markdown formatting prior to ePub conversion. Calibre has a Markdown option which works very well.
Full details of Markdown can be found at
http://daringfireball.net/projects/markdown/ (You don't need to download Markdown, just understand the syntax.)
At conversion time, on the Text Input page, set: Paragraph style to "off" and Formatting style to "markdown".