model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "cner_output/model/baseline_2021/bert_base/best_model",
+  "_name_or_path": "cner_output/model/baseline_2021/bert_base/model_pmzjpl/epoch_10",
   "architectures": [
     "BertForTokenClassification"
   ],

eval/metric.json

@@ -0,0 +1 @@
+{"2021.dev": {"micro/f1": 0.6017607457276023, "micro/f1_ci": {}, "micro/recall": 0.581, "micro/precision": 0.6240601503759399, "macro/f1": 0.5555350315685348, "macro/f1_ci": {}, "macro/recall": 0.533274675470052, "macro/precision": 0.5804101426861542, "per_entity_metric": {"corporation": {"f1": 0.5102040816326531, "f1_ci": {}, "precision": 0.5319148936170213, "recall": 0.49019607843137253}, "creative_work": {"f1": 0.39999999999999997, "f1_ci": {}, "precision": 0.4426229508196721, "recall": 0.36486486486486486}, "event": {"f1": 0.375, "f1_ci": {}, "precision": 0.384, "recall": 0.366412213740458}, "group": {"f1": 0.6009174311926606, "f1_ci": {}, "precision": 0.6267942583732058, "recall": 0.5770925110132159}, "location": {"f1": 0.6029411764705882, "f1_ci": {}, "precision": 0.640625, "recall": 0.5694444444444444}, "person": {"f1": 0.7799642218246868, "f1_ci": {}, "precision": 0.7898550724637681, "recall": 0.7703180212014135}, "product": {"f1": 0.619718309859155, "f1_ci": {}, "precision": 0.6470588235294118, "recall": 0.5945945945945946}}}, "2021.test": {"micro/f1": 0.6067163296677308, "micro/f1_ci": {"90": [0.5975843576319135, 0.6165630502101772], "95": [0.5960112385452907, 0.617571609894858]}, "micro/recall": 0.5933163737280296, "micro/precision": 0.6207355431889668, "macro/f1": 0.5550005793330179, "macro/f1_ci": {"90": [0.5454776939652932, 0.5646936919721942], "95": [0.5432999131038413, 0.5663329297982065]}, "macro/recall": 0.541740961323845, "macro/precision": 0.5693376167794506, "per_entity_metric": {"corporation": {"f1": 0.46803779877709834, "f1_ci": {"90": [0.4436611083218358, 0.49340886719357124], "95": [0.4403605081922379, 0.49785520431348507]}, "precision": 0.4682981090100111, "recall": 0.4677777777777778}, "creative_work": {"f1": 0.35353535353535354, "f1_ci": {"90": [0.32452379690481237, 0.38226572468955217], "95": [0.31762495778453226, 0.38916201657904076]}, "precision": 0.37404580152671757, "recall": 0.33515731874145005}, "event": {"f1": 0.4128014842300557, "f1_ci": {"90": [0.3895090774496654, 0.43329822290179854], "95": [0.3855879213054751, 0.43708841260659903]}, "precision": 0.4210028382213813, "recall": 0.4049135577797998}, "group": {"f1": 0.5622895622895623, "f1_ci": {"90": [0.5412921294490409, 0.58370523185127], "95": [0.5357699488765177, 0.5881970460741816]}, "precision": 0.5750688705234159, "recall": 0.5500658761528326}, "location": {"f1": 0.6477675407512402, "f1_ci": {"90": [0.6194087633767223, 0.6769953899395165], "95": [0.6122619065457905, 0.6810659039168759]}, "precision": 0.6575539568345323, "recall": 0.638268156424581}, "person": {"f1": 0.7988785046728971, "f1_ci": {"90": [0.7872775543579533, 0.8102531748771992], "95": [0.7851677872261382, 0.8117485932784152]}, "precision": 0.8100833965125095, "recall": 0.7879793510324484}, "product": {"f1": 0.6416938110749185, "f1_ci": {"90": [0.6186304045603652, 0.6652321201925173], "95": [0.6149650845890683, 0.6692824465619494]}, "precision": 0.6793103448275862, "recall": 0.6080246913580247}}}, "2020.test": {"micro/f1": 0.5844643372798152, "micro/f1_ci": {"90": [0.563635081420695, 0.6049707267950686], "95": [0.5599700870857128, 0.6090208008473901]}, "micro/recall": 0.5251686559418786, "micro/precision": 0.6588541666666666, "macro/f1": 0.5421676095032785, "macro/f1_ci": {"90": [0.5207339779479219, 0.5627309034099124], "95": [0.5164049065912122, 0.566586222357101]}, "macro/recall": 0.4850420088484678, "macro/precision": 0.6164636587810847, "per_entity_metric": {"corporation": {"f1": 0.48837209302325585, "f1_ci": {"90": [0.4331173898052879, 0.5406831776841848], "95": [0.4240425874275906, 0.5492604072290306]}, "precision": 0.5490196078431373, "recall": 0.4397905759162304}, "creative_work": {"f1": 0.4304635761589404, "f1_ci": {"90": [0.3727598566308244, 0.48666666666666664], "95": [0.3650740025740025, 0.4952410437859355]}, "precision": 0.5284552845528455, "recall": 0.36312849162011174}, "event": {"f1": 0.3227176220806794, "f1_ci": {"90": [0.26938415101139795, 0.3763103665250905], "95": [0.2586177574478067, 0.38613812128642844]}, "precision": 0.36893203883495146, "recall": 0.28679245283018867}, "group": {"f1": 0.5065176908752327, "f1_ci": {"90": [0.4571428571428572, 0.5595023477009111], "95": [0.4444005270092226, 0.5682343778632948]}, "precision": 0.6017699115044248, "recall": 0.43729903536977494}, "location": {"f1": 0.6153846153846153, "f1_ci": {"90": [0.5421016483516483, 0.6753693298105905], "95": [0.5293878527020563, 0.6838247153700189]}, "precision": 0.6865671641791045, "recall": 0.5575757575757576}, "person": {"f1": 0.7667560321715817, "f1_ci": {"90": [0.7357200782476069, 0.7935042398953037], "95": [0.7289370539370538, 0.7984247819667724]}, "precision": 0.8202676864244742, "recall": 0.7197986577181208}, "product": {"f1": 0.6649616368286445, "f1_ci": {"90": [0.6082217918778835, 0.7151641743808846], "95": [0.5989697210174176, 0.7246467391304348]}, "precision": 0.7602339181286549, "recall": 0.5909090909090909}}}, "2021.test (span detection)": {"micro/f1": 0.7572011592831372, "micro/f1_ci": {}, "micro/recall": 0.7402567364403839, "micro/precision": 0.7749394673123486, "macro/f1": 0.7572011592831372, "macro/f1_ci": {}, "macro/recall": 0.7402567364403839, "macro/precision": 0.7749394673123486}, "2020.test (span detection)": {"micro/f1": 0.7086341322552699, "micro/f1_ci": {}, "micro/recall": 0.6367410482615464, "micro/precision": 0.798828125, "macro/f1": 0.7086341322552699, "macro/f1_ci": {}, "macro/recall": 0.6367410482615464, "macro/precision": 0.798828125}}

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:0d6ad5bf1e510ae8a6e009907c94afca039d66e1caff280b365c591d909ae1ab
-size 431006385
+oid sha256:65f509c89233c965f6b87cf5baeac7051c379876f8e2196d0ea30db5c3bb3959
+size 431009137

tokenizer_config.json

@@ -1 +1 @@
-{"do_lower_case": false, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "name_or_path": "cner_output/model/baseline_2021/bert_base/best_model", "special_tokens_map_file": "cner_output/model/baseline_2021/bert_base/model_pmzjpl/epoch_10/special_tokens_map.json", "tokenizer_class": "BertTokenizer"}
+{"do_lower_case": false, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "name_or_path": "cner_output/model/baseline_2021/bert_base/model_pmzjpl/epoch_10", "special_tokens_map_file": "cner_output/model/baseline_2021/bert_base/model_pmzjpl/epoch_10/special_tokens_map.json", "tokenizer_class": "BertTokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"data_split": "2021.train", "model": "bert-base-cased", "crf": true, "max_length": 128, "epoch": 30, "batch_size": 32, "lr": 0.0001, "random_seed": 0, "gradient_accumulation_steps": 1, "weight_decay": 1e-07, "lr_warmup_step_ratio": 0.15, "max_grad_norm": 1}