úÎ#7ü1      !"#$%&'()*+,-./0NonePositive number. 1Interpretations chosen in the given context with ! corresponding positive weights. A sentence of s. 'A word parametrized over the tag type. Orthographic form. Set of word interpretations. +Retrieve the most probable interpretation. :A word is considered to be known when the set of possible  interpretations is not empty. 1   1 None A token. *Interpretations with disambiguation info. No space, space or newline. *Extract information relevant for tagging. ?Mark all interpretations with tag component beeing a member of / the given choice set with disamb annotations. 6Add new interpretations with given disamb annotation. Add new interpretations with None# base and given disamb annotation. 2 Printing. An infix synonym for 3. #  45672!"#$89:;<  !"#$  !"#$   45672!"#$89:;<None %7A guesser represented by the conditional random field. 'The CRF model ( The tag indicating unkown words )@An observation consist of an index (of list type) and an actual  observation value. *?A schema is a block of the Ox computation performed within the = context of the sentence and the absolute sentence position. +CThe Ox monad specialized to word token type and text observations. E TODO: Move to monad-ox package from here and from the nerf library. -0Schematize the input sentence with according to , rules. .Determine the k, most probable labels for each unknown word  in the sentence. /Tag the file. 0%TODO: Abstract over the format type. =&Schematized data from the plain file. %&'()*+,-./Guesser argument Guesser itself File to tag (plain format) 0SGD parameters !The tag indicating unknown words Train file (plain format) Maybe eval file => %&'()*+,-./0 +*),-%&'(./0 %&'()*+,-./0=>?       !"##$%&'()*+,-./0123456789:;<concraft-0.1.0NLP.Concraft.MorphosyntaxNLP.Concraft.PlainNLP.Concraft.GuessPositive unPositiveChoiceSentWordorthtags<+> mkPositivebestknownInterpbasetagTokenspaceinterpsSpaceNewLineNonefromTokchoose addInterpsaddNones readPlain parsePlain parseSent writePlain showPlainshowSentshowWordGuessercrfignObSchemaOxschema schematizeguesstagFilelearn<> Data.Monoidmappend parseWord parseInterp parseHeader parseSpace buildSent buildWord buildInterps buildSpace buildKnownschemed$fBinaryGuesser