If you're here looking for a Craft 3 answer, the Wordsmith plugin offers the same ability to only parse inline and not include paragraph tags:
{{ entry.title|markdown(inlineOnly=true) }}↧
Answer by Matt Stein for Parse a line of Markdown, without
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