def __init__(self):
self.clus_func = bert_graph
super().__init__(
("SentBert",),
mk_nick("bert"),
"SentBert",
None,
{},
)
def __init__(self):
self.clus_func = ety
super().__init__(
("Ety", ),
mk_nick("ety"),
"Ety",
None,
{},
)
def __init__(self):
self.clus_func = vec_clust_autoextend_graph
super().__init__(
("SenseVec", ),
mk_nick("sense-vec"),
"Sensevec",
None,
{},
)
def __init__(self, include_enss=False):
self.clus_func = partial(scos_graph, include_enss)
super().__init__(
("SoftCos", ),
mk_nick("scos", include_enss and "enss" or None),
"SoftCos" + ("+Synset" if include_enss else ""),
None,
{"include_enss": include_enss},
)
def __init__(self, mode="1"):
self.clus_func = mk_baseline(mode)
super().__init__(
("Baseline",),
mk_nick("baseline", mode),
"One cluster" if mode == "1" else "N clusters",
None,
{"mode": mode},
)
def __init__(self, partial_match=False, include_enss=False):
self.clus_func = partial(
wmd_graph, wmdistance_partial if partial_match else wmdistance,
include_enss)
super().__init__(
("Wmd", ),
mk_nick("wmd", partial_match and "partial" or None,
include_enss and "enss" or None),
"Wmd" + ("Part" if partial_match else "") +
("Syn" if include_enss else ""),
None,
{
"partial_match": partial_match,
"include_enss": include_enss
},
)
def __init__(self, do_bert=False, do_label=False, do_wmdsyn=False, do_wmdpartsyn=False, do_ety=False, do_ety_exemp=False):
self.clus_func = partial(
comb_graph,
do_bert=do_bert,
do_label=do_label,
do_wmdsyn=do_wmdsyn,
do_wmdpartsyn=do_wmdpartsyn,
do_ety_diff=do_ety,
do_ety_exemp=do_ety_exemp,
)
disp = ""
nick_bits = []
def add(opt, nick, d=None):
nonlocal disp, nick_bits
if opt:
nick_bits.append(nick)
if not d:
d = nick.title()
if disp:
disp += "+"
disp += d
add(do_bert, "bert", "Sb")
add(do_wmdsyn, "ws")
add(do_wmdpartsyn, "wps")
add(do_label, "lbl")
add(do_ety, "ety")
add(do_ety_exemp, "ex")
super().__init__(
("Comb",),
mk_nick("comb", *nick_bits),
disp,
None,
{
"do_bert": do_bert,
"do_label": do_label,
"do_wmdsyn": do_wmdsyn,
"do_wmdpartsyn": do_wmdpartsyn,
"do_ety": do_ety,
"do_ety_exemp": do_ety_exemp
},
)