<?php

$re = '/^BEGIN_TAG:\W?(.*)/m';
$str = 'BEGIN_TAG: Text To Capture
WRONG_TAG: Text Not to Capture';
preg_match_all($re, $str, $matches);
print_r($matches[1]);