Just doing a little searching and it seems it might be the idle air control valve. May need cleaning. This might help:
http://www.driveaccord.net/forums/4-problems-solutions/1444-idle-speed.html
http://www.driveaccord.net/forums/4-problems-solutions/1444-idle-speed.html
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