model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "cner_output/model/random_split/roberta_large/best_model",
+  "_name_or_path": "roberta-large",
   "architectures": [
     "RobertaForTokenClassification"
   ],

eval/metric.json

@@ -0,0 +1 @@
+{"random.dev": {"micro/f1": 0.6501650165016502, "micro/f1_ci": {}, "micro/recall": 0.6310731446876668, "micro/precision": 0.6704480998298356, "macro/f1": 0.6005028651678407, "macro/f1_ci": {}, "macro/recall": 0.5837622163983479, "macro/precision": 0.621752223375048, "per_entity_metric": {"corporation": {"f1": 0.5413105413105412, "f1_ci": {}, "precision": 0.6012658227848101, "recall": 0.49222797927461137}, "creative_work": {"f1": 0.5171339563862928, "f1_ci": {}, "precision": 0.5220125786163522, "recall": 0.5123456790123457}, "event": {"f1": 0.3730337078651686, "f1_ci": {}, "precision": 0.415, "recall": 0.33877551020408164}, "group": {"f1": 0.6291079812206571, "f1_ci": {}, "precision": 0.6860068259385665, "recall": 0.5809248554913294}, "location": {"f1": 0.6686746987951807, "f1_ci": {}, "precision": 0.6568047337278107, "recall": 0.6809815950920245}, "person": {"f1": 0.8540344514959203, "f1_ci": {}, "precision": 0.8263157894736842, "recall": 0.8836772983114447}, "product": {"f1": 0.6202247191011236, "f1_ci": {}, "precision": 0.6448598130841121, "recall": 0.5974025974025974}}}, "2021.test": {"micro/f1": 0.6632769652650823, "micro/f1_ci": {"90": [0.6546824558783396, 0.6722355436189195], "95": [0.6527609558375069, 0.6741666937877734]}, "micro/recall": 0.6712534690101758, "micro/precision": 0.6554878048780488, "macro/f1": 0.6096477771855761, "macro/f1_ci": {"90": [0.6000033399344015, 0.6196382573823579], "95": [0.5981472384000703, 0.6215975643766474]}, "macro/recall": 0.6191008735553379, "macro/precision": 0.6042443991246051, "per_entity_metric": {"corporation": {"f1": 0.5224148236700539, "f1_ci": {"90": [0.49575230566534917, 0.548428873717759], "95": [0.49180182879678314, 0.5536876221847715]}, "precision": 0.5653298835705045, "recall": 0.4855555555555556}, "creative_work": {"f1": 0.45186640471512773, "f1_ci": {"90": [0.4220381822268108, 0.4839308609644777], "95": [0.4154910463113729, 0.48911260537307555]}, "precision": 0.4334170854271357, "recall": 0.4719562243502052}, "event": {"f1": 0.4894837476099427, "f1_ci": {"90": [0.4661296765605938, 0.510871201463544], "95": [0.4615384615384615, 0.516411878785732]}, "precision": 0.5156092648539778, "recall": 0.4658780709736124}, "group": {"f1": 0.6327722432153899, "f1_ci": {"90": [0.6127003027617782, 0.6543839434706372], "95": [0.6093291625393491, 0.6588729726962956]}, "precision": 0.6611629576453697, "recall": 0.6067193675889329}, "location": {"f1": 0.6692258477287268, "f1_ci": {"90": [0.6417970501525123, 0.6963076846900378], "95": [0.6367998717602004, 0.7017981808437215]}, "precision": 0.6174734356552538, "recall": 0.7304469273743017}, "person": {"f1": 0.838405036726128, "f1_ci": {"90": [0.8282701377388866, 0.8495293562513028], "95": [0.825632170233011, 0.851578528092547]}, "precision": 0.7974051896207585, "recall": 0.8838495575221239}, "product": {"f1": 0.6633663366336633, "f1_ci": {"90": [0.6417739190805534, 0.6847604430802081], "95": [0.637114780619813, 0.689184375235439]}, "precision": 0.6393129770992366, "recall": 0.6893004115226338}}}, "2020.test": {"micro/f1": 0.6439847577572129, "micro/f1_ci": {"90": [0.6239511351712037, 0.6636956588748724], "95": [0.6202890037120405, 0.6672202398213474]}, "micro/recall": 0.6139076284379865, "micro/precision": 0.6771608471665712, "macro/f1": 0.6008744778169367, "macro/f1_ci": {"90": [0.5782367510542764, 0.6219123487136012], "95": [0.5732090094451493, 0.6256935746402632]}, "macro/recall": 0.5742193301311931, "macro/precision": 0.6358142893696356, "per_entity_metric": {"corporation": {"f1": 0.5344827586206895, "f1_ci": {"90": [0.46733010287597426, 0.5928074904241737], "95": [0.4548436580892954, 0.6016792777061768]}, "precision": 0.5923566878980892, "recall": 0.4869109947643979}, "creative_work": {"f1": 0.5027322404371585, "f1_ci": {"90": [0.4469743400143622, 0.5552825552825553], "95": [0.43710669569951005, 0.5633915193287383]}, "precision": 0.4919786096256685, "recall": 0.5139664804469274}, "event": {"f1": 0.46680080482897385, "f1_ci": {"90": [0.4107729801228506, 0.5203104053512446], "95": [0.4024955652314143, 0.5313219588102243]}, "precision": 0.5, "recall": 0.4377358490566038}, "group": {"f1": 0.5725190839694656, "f1_ci": {"90": [0.5231821675037455, 0.6240227074235808], "95": [0.5101295909346619, 0.6312023177209077]}, "precision": 0.704225352112676, "recall": 0.48231511254019294}, "location": {"f1": 0.654434250764526, "f1_ci": {"90": [0.5903994977449776, 0.7104554590942137], "95": [0.5794875818846374, 0.7240381663767523]}, "precision": 0.6604938271604939, "recall": 0.6484848484848484}, "person": {"f1": 0.81787521079258, "f1_ci": {"90": [0.7923931517380374, 0.8422851983243039], "95": [0.7870345804988661, 0.8482340257519794]}, "precision": 0.8220338983050848, "recall": 0.8137583892617449}, "product": {"f1": 0.6572769953051644, "f1_ci": {"90": [0.6066135800653779, 0.707374149659864], "95": [0.5938903100310432, 0.7184158092104591]}, "precision": 0.6796116504854369, "recall": 0.6363636363636364}}}, "2021.test (span detection)": {"micro/f1": 0.7900359938296291, "micro/f1_ci": {}, "micro/recall": 0.7995836706372152, "micro/precision": 0.780713640469738, "macro/f1": 0.7900359938296291, "macro/f1_ci": {}, "macro/recall": 0.7995836706372152, "macro/precision": 0.780713640469738}, "2020.test (span detection)": {"micro/f1": 0.7552409474543968, "micro/f1_ci": {}, "micro/recall": 0.7197716658017644, "micro/precision": 0.7943871706758304, "macro/f1": 0.7552409474543968, "macro/f1_ci": {}, "macro/recall": 0.7197716658017644, "macro/precision": 0.7943871706758304}}

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a5e3a6f9c457c8e6ad5021b6f422eeb446ea31ebc2ec6cc336f72098e838a126
-size 1417461873
+oid sha256:6f060eafa35e2d2d0654891df232f49e5e546188ffa99b63cae5b8a4ee4ca717
+size 1417467377

tokenizer_config.json

@@ -1 +1 @@
-{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 512, "name_or_path": "cner_output/model/random_split/roberta_large/best_model", "special_tokens_map_file": "cner_output/model/random_split/roberta_large/best_model/special_tokens_map.json", "tokenizer_class": "RobertaTokenizer"}
+{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 512, "name_or_path": "roberta-large", "tokenizer_class": "RobertaTokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"data_split": "random.train", "model": "roberta-large", "crf": true, "max_length": 128, "epoch": 30, "batch_size": 32, "lr": 1e-05, "random_seed": 0, "gradient_accumulation_steps": 1, "weight_decay": 1e-07, "lr_warmup_step_ratio": 0.15, "max_grad_norm": 1}