def METHOD_NAME():
    wn11 = load_wn11(clean_unseen=False)
    assert len(wn11['train']) == 110361
    assert len(wn11['valid']) == 5215
    assert len(wn11['test']) == 21035
    assert len(wn11['valid_labels']) == 5215
    assert len(wn11['test_labels']) == 21035
    assert sum(wn11['valid_labels']) == 2606
    assert sum(wn11['test_labels']) == 10493
    wn11 = load_wn11(clean_unseen=True)
    assert len(wn11['train']) == 110361
    assert len(wn11['valid']) == 5215 - 338
    assert len(wn11['test']) == 21035 - 1329
    assert len(wn11['valid_labels']) == 5215 - 338
    assert len(wn11['test_labels']) == 21035 - 1329
    assert sum(wn11['valid_labels']) == 2409
    assert sum(wn11['test_labels']) == 9706