def METHOD_NAME(parser):
    group = parser.add_argument_group("ASG Loss")
    group.add_argument(
        "--asg-transitions-init",
        help="initial diagonal value of transition matrix",
        type=float,
        default=0.0,
    )
    group.add_argument(
        "--max-replabel", help="maximum # of replabels", type=int, default=2
    )
    group.add_argument(
        "--linseg-updates",
        help="# of training updates to use LinSeg initialization",
        type=int,
        default=0,
    )
    group.add_argument(
        "--hide-linseg-messages",
        help="hide messages about LinSeg initialization",
        action="store_true",
    )