There is a CoNLL formatting option for CoreNLP output, but unfortunately it does not meet MaltParser's expectations. (Funny, there are several different common CoNLL data formats for different years of competition ..)
If you run CoreNLP from the command line with the option -outputFormat conll, you will get the output in the following TSV format (example output at the end of the answer):
INDEX WORD LEMMA POS NER DEPHEAD DEPREL
MaltParser expects a slightly different format, but you can customize the input / output format of the data. Try placing this content in maltparser/appdata/dataformat/myconll.xml:
<?xml version="1.0" encoding="UTF-8"?>
<dataformat name="myconll" reader="tab" writer="tab">
<column name="ID" category="INPUT" type="INTEGER"/>
<column name="FORM" category="INPUT" type="STRING"/>
<column name="LEMMA" category="INPUT" type="STRING"/>
<column name="POSTAG" category="INPUT" type="STRING"/>
<column name="NER" category="IGNORE" type="STRING"/>
<column name="HEAD" category="HEAD" type="INTEGER"/>
<column name="DEPREL" category="DEPENDENCY_EDGE_LABEL" type="STRING"/>
</dataformat>
Then add the MaltParser to the configuration file (find config in example maltparser/examples/optionexample.xml):
<?xml version="1.0" encoding="UTF-8"?>
<experiment>
<optioncontainer>
...
<optiongroup groupname="input">
<option name="format" value="myconll"/>
</optiongroup>
</optioncontainer>
...
</experiment>
You should then provide CoreNLP CoNLL output as training data for MaltParser.
Unconfirmed, but if the MaltParser docs are honest, this should work. Sources:
CoreNLP CoNLL ( tokenize,ssplit,pos):
$ echo "This is a test." | java edu.stanford.nlp.pipeline.StanfordCoreNLP -annotators tokenize,ssplit,pos -outputFormat conll 2>/dev/null
1 This this DT _ _ _
2 is be VBZ _ _ _
3 a a DT _ _ _
4 test test NN _ _ _
5 . . . _ _ _