add model

analogy.bidirection.json

@@ -1 +1 @@
-{"sat_full/test": 0.41711229946524064, "sat/test": 0.41839762611275966, "u2/test": 0.43859649122807015, "u4/test": 0.44675925925925924, "google/test": 0.782, "bats/test": 0.5380767092829349, "t_rex_relational_similarity/test": 0.6885245901639344, "conceptnet_relational_similarity/test": 0.17953020134228187, "nell_relational_similarity/test": 0.8583333333333333, "sat/validation": 0.40540540540540543, "u2/validation": 0.3333333333333333, "u4/validation": 0.4791666666666667, "google/validation": 0.78, "bats/validation": 0.5477386934673367, "semeval2012_relational_similarity/validation": 0.5189873417721519, "t_rex_relational_similarity/validation": 0.25, "conceptnet_relational_similarity/validation": 0.12589928057553956, "nell_relational_similarity/validation": 0.7325}
+{"sat_full/test": 0.41711229946524064, "sat/test": 0.41839762611275966, "u2/test": 0.43859649122807015, "u4/test": 0.44675925925925924, "google/test": 0.782, "bats/test": 0.5380767092829349, "t_rex_relational_similarity/test": 0.6994535519125683, "conceptnet_relational_similarity/test": 0.17953020134228187, "nell_relational_similarity/test": 0.8583333333333333, "sat/validation": 0.40540540540540543, "u2/validation": 0.3333333333333333, "u4/validation": 0.4791666666666667, "google/validation": 0.78, "bats/validation": 0.5477386934673367, "semeval2012_relational_similarity/validation": 0.5189873417721519, "t_rex_relational_similarity/validation": 0.24193548387096775, "conceptnet_relational_similarity/validation": 0.12589928057553956, "nell_relational_similarity/validation": 0.7325}

analogy.forward.json

@@ -1 +1 @@
-{"nell_relational_similarity/validation": 0.745, "sat_full/test": 0.4090909090909091, "sat/test": 0.41543026706231456, "u2/test": 0.42543859649122806, "u4/test": 0.44907407407407407, "google/test": 0.768, "bats/test": 0.5330739299610895, "t_rex_relational_similarity/test": 0.6502732240437158, "conceptnet_relational_similarity/test": 0.1610738255033557, "nell_relational_similarity/test": 0.8383333333333334, "sat/validation": 0.35135135135135137, "u2/validation": 0.4583333333333333, "u4/validation": 0.4791666666666667, "google/validation": 0.78, "bats/validation": 0.5527638190954773, "semeval2012_relational_similarity/validation": 0.45569620253164556, "t_rex_relational_similarity/validation": 0.22983870967741934, "conceptnet_relational_similarity/validation": 0.1223021582733813}
+{"nell_relational_similarity/validation": 0.745, "sat_full/test": 0.4090909090909091, "sat/test": 0.41543026706231456, "u2/test": 0.42543859649122806, "u4/test": 0.44907407407407407, "google/test": 0.768, "bats/test": 0.5330739299610895, "t_rex_relational_similarity/test": 0.6502732240437158, "conceptnet_relational_similarity/test": 0.1610738255033557, "nell_relational_similarity/test": 0.8383333333333334, "sat/validation": 0.35135135135135137, "u2/validation": 0.4583333333333333, "u4/validation": 0.4791666666666667, "google/validation": 0.78, "bats/validation": 0.5527638190954773, "semeval2012_relational_similarity/validation": 0.45569620253164556, "t_rex_relational_similarity/validation": 0.22379032258064516, "conceptnet_relational_similarity/validation": 0.1223021582733813}

analogy.reverse.json

@@ -1 +1 @@
-{"sat_full/test": 0.42245989304812837, "sat/test": 0.42433234421364985, "u2/test": 0.4342105263157895, "u4/test": 0.45601851851851855, "google/test": 0.77, "bats/test": 0.5169538632573653, "t_rex_relational_similarity/test": 0.7103825136612022, "conceptnet_relational_similarity/test": 0.15016778523489932, "nell_relational_similarity/test": 0.8333333333333334, "sat/validation": 0.40540540540540543, "u2/validation": 0.2916666666666667, "u4/validation": 0.4583333333333333, "google/validation": 0.78, "bats/validation": 0.542713567839196, "semeval2012_relational_similarity/validation": 0.5189873417721519, "t_rex_relational_similarity/validation": 0.25806451612903225, "conceptnet_relational_similarity/validation": 0.11241007194244604, "nell_relational_similarity/validation": 0.7025}
+{"sat_full/test": 0.42245989304812837, "sat/test": 0.42433234421364985, "u2/test": 0.4342105263157895, "u4/test": 0.45601851851851855, "google/test": 0.77, "bats/test": 0.5169538632573653, "t_rex_relational_similarity/test": 0.7213114754098361, "conceptnet_relational_similarity/test": 0.15016778523489932, "nell_relational_similarity/test": 0.8333333333333334, "sat/validation": 0.40540540540540543, "u2/validation": 0.2916666666666667, "u4/validation": 0.4583333333333333, "google/validation": 0.78, "bats/validation": 0.542713567839196, "semeval2012_relational_similarity/validation": 0.5189873417721519, "t_rex_relational_similarity/validation": 0.2560483870967742, "conceptnet_relational_similarity/validation": 0.11241007194244604, "nell_relational_similarity/validation": 0.7025}

config.json

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