This Java code reads in each word and puts it into the ArrayList:
Scanner s = new Scanner(new File("filepath"));
ArrayList list = new ArrayList();
while (s.hasNext()){
list.add(s.next());
}
s.close();
Use s.hasNextLine() and s.nextLine() if you want to read in line by line instead of word by word.