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Hey~
Headline module is using Expat, which is XML parser and supports just US-ASCII, UTF-8 (UTF-16?) and ISO-8859.
I looked over Expat source code and I don't think there would be easy way to support 'EUC-KR' or 'KSC-5601'.
If I find good news or another module which supports Korean, I will let you know.