Try the treat each line as a paragraph option under text input as Kovid mentioned. Also, just in case soft-hyphens are your problem you can also enable the 'preprocess input file to possibly improve structure detection' option under the structure detection options. that should remove any soft-hyphens buried in the doc.
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