Can can remove the backslash from your expression:
"[A-Za-z]+-[A-Za-z]+"
The following code should work then
Pattern pattern = Pattern.compile("[A-Za-z]+-[A-Za-z]+");
Matcher matcher = pattern.matcher("aaa-bbb");
match = matcher.matches();
Note that you can use Matcher.matches() instead of Matcher.find() in order to check the complete string for a match.
If instead you want to look inside a string using Matcher.find() you can use the expression
"(^|\\s)[A-Za-z]+-[A-Za-z]+(\\s|$)"
but note that then only words separated by whitespace will be found (i.e. no words like aaa-bbb.). To capture also this case you can then use lookbehinds and lookaheads:
"(?<![A-Za-z-])[A-Za-z]+-[A-Za-z]+(?![A-Za-z-])"
which will read
(?<![A-Za-z-]) // before the match there must not be and A-Z or -
[A-Za-z]+ // the match itself consists of one or more A-Z
- // followed by a -
[A-Za-z]+ // followed by one or more A-Z
(?![A-Za-z-]) // but afterwards not by any A-Z or -
An example:
Pattern pattern = Pattern.compile("(?<![A-Za-z-])[A-Za-z]+-[A-Za-z]+(?![A-Za-z-])");
Matcher matcher = pattern.matcher("It is home-made.");
if (matcher.find()) {
System.out.println(matcher.group()); // => home-made
}