File[] f = (new File("C:\\corpus")).listFiles();
String fileName = ""; String newFileName = "";
for (int i = 0 ; i < f.length ; i++) {
fileName = f[i].getName();
newFileName = fileName.replace("-t", "");
f[i].renameTo(new File("C:\\corpus\\"+newFileName));
}
try something like that