add model

analogy.bidirection.json

@@ -1 +1 @@
-{"sat_full/test": 0.40106951871657753, "sat/test": 0.4065281899109792, "u2/test": 0.42543859649122806, "u4/test": 0.4699074074074074, "google/test": 0.78, "bats/test": 0.5503057254030017, "t_rex_relational_similarity/test": 0.7049180327868853, "conceptnet_relational_similarity/test": 0.18875838926174496, "nell_relational_similarity/test": 0.8766666666666667, "sat/validation": 0.35135135135135137, "u2/validation": 0.3333333333333333, "u4/validation": 0.4375, "google/validation": 0.74, "bats/validation": 0.592964824120603, "semeval2012_relational_similarity/validation": 0.569620253164557, "t_rex_relational_similarity/validation": 0.29435483870967744, "conceptnet_relational_similarity/validation": 0.1393884892086331, "nell_relational_similarity/validation": 0.7625}
+{"sat_full/test": 0.40106951871657753, "sat/test": 0.4065281899109792, "u2/test": 0.42543859649122806, "u4/test": 0.4699074074074074, "google/test": 0.78, "bats/test": 0.5503057254030017, "t_rex_relational_similarity/test": 0.7213114754098361, "conceptnet_relational_similarity/test": 0.18875838926174496, "nell_relational_similarity/test": 0.8766666666666667, "sat/validation": 0.35135135135135137, "u2/validation": 0.3333333333333333, "u4/validation": 0.4375, "google/validation": 0.74, "bats/validation": 0.592964824120603, "semeval2012_relational_similarity/validation": 0.569620253164557, "t_rex_relational_similarity/validation": 0.2923387096774194, "conceptnet_relational_similarity/validation": 0.1393884892086331, "nell_relational_similarity/validation": 0.7625}

analogy.forward.json

@@ -1 +1 @@
-{"nell_relational_similarity/validation": 0.75, "sat_full/test": 0.41711229946524064, "sat/test": 0.42136498516320475, "u2/test": 0.42543859649122806, "u4/test": 0.44212962962962965, "google/test": 0.748, "bats/test": 0.5258476931628683, "t_rex_relational_similarity/test": 0.6666666666666666, "conceptnet_relational_similarity/test": 0.15771812080536912, "nell_relational_similarity/test": 0.865, "sat/validation": 0.3783783783783784, "u2/validation": 0.4166666666666667, "u4/validation": 0.4375, "google/validation": 0.76, "bats/validation": 0.5979899497487438, "semeval2012_relational_similarity/validation": 0.5189873417721519, "t_rex_relational_similarity/validation": 0.28225806451612906, "conceptnet_relational_similarity/validation": 0.125}
+{"nell_relational_similarity/validation": 0.75, "sat_full/test": 0.41711229946524064, "sat/test": 0.42136498516320475, "u2/test": 0.42543859649122806, "u4/test": 0.44212962962962965, "google/test": 0.748, "bats/test": 0.5258476931628683, "t_rex_relational_similarity/test": 0.6830601092896175, "conceptnet_relational_similarity/test": 0.15771812080536912, "nell_relational_similarity/test": 0.865, "sat/validation": 0.3783783783783784, "u2/validation": 0.4166666666666667, "u4/validation": 0.4375, "google/validation": 0.76, "bats/validation": 0.5979899497487438, "semeval2012_relational_similarity/validation": 0.5189873417721519, "t_rex_relational_similarity/validation": 0.25806451612903225, "conceptnet_relational_similarity/validation": 0.125}

analogy.reverse.json

@@ -1 +1 @@
-{"sat_full/test": 0.3850267379679144, "sat/test": 0.3857566765578635, "u2/test": 0.45614035087719296, "u4/test": 0.4050925925925926, "google/test": 0.756, "bats/test": 0.5308504724847137, "t_rex_relational_similarity/test": 0.726775956284153, "conceptnet_relational_similarity/test": 0.18036912751677853, "nell_relational_similarity/test": 0.8466666666666667, "sat/validation": 0.3783783783783784, "u2/validation": 0.2916666666666667, "u4/validation": 0.4583333333333333, "google/validation": 0.74, "bats/validation": 0.542713567839196, "semeval2012_relational_similarity/validation": 0.5189873417721519, "t_rex_relational_similarity/validation": 0.2862903225806452, "conceptnet_relational_similarity/validation": 0.12050359712230216, "nell_relational_similarity/validation": 0.7325}
+{"sat_full/test": 0.3850267379679144, "sat/test": 0.3857566765578635, "u2/test": 0.45614035087719296, "u4/test": 0.4050925925925926, "google/test": 0.756, "bats/test": 0.5308504724847137, "t_rex_relational_similarity/test": 0.7103825136612022, "conceptnet_relational_similarity/test": 0.18036912751677853, "nell_relational_similarity/test": 0.8466666666666667, "sat/validation": 0.3783783783783784, "u2/validation": 0.2916666666666667, "u4/validation": 0.4583333333333333, "google/validation": 0.74, "bats/validation": 0.542713567839196, "semeval2012_relational_similarity/validation": 0.5189873417721519, "t_rex_relational_similarity/validation": 0.3024193548387097, "conceptnet_relational_similarity/validation": 0.12050359712230216, "nell_relational_similarity/validation": 0.7325}

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "roberta-large",
+  "_name_or_path": "relbert-roberta-large-nce-e-nell",
   "architectures": [
     "RobertaModel"
   ],