model update

config.json

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

eval/metric.json

@@ -0,0 +1 @@
+{"2021.dev": {"micro/f1": 0.601733809280979, "micro/f1_ci": {}, "micro/recall": 0.59, "micro/precision": 0.6139438085327783, "macro/f1": 0.5530417662709053, "macro/f1_ci": {}, "macro/recall": 0.5475419587120097, "macro/precision": 0.5634379470607581, "per_entity_metric": {"corporation": {"f1": 0.5781990521327014, "f1_ci": {}, "precision": 0.5596330275229358, "recall": 0.5980392156862745}, "creative_work": {"f1": 0.3787878787878788, "f1_ci": {}, "precision": 0.43103448275862066, "recall": 0.33783783783783783}, "event": {"f1": 0.3620689655172413, "f1_ci": {}, "precision": 0.4158415841584158, "recall": 0.32061068702290074}, "group": {"f1": 0.570754716981132, "f1_ci": {}, "precision": 0.6142131979695431, "recall": 0.5330396475770925}, "location": {"f1": 0.6081081081081081, "f1_ci": {}, "precision": 0.5921052631578947, "recall": 0.625}, "person": {"f1": 0.7794871794871795, "f1_ci": {}, "precision": 0.7549668874172185, "recall": 0.8056537102473498}, "product": {"f1": 0.5938864628820961, "f1_ci": {}, "precision": 0.576271186440678, "recall": 0.6126126126126126}}}, "2021.test": {"micro/f1": 0.5974718775368201, "micro/f1_ci": {"90": [0.5884763705775744, 0.6075466841645367], "95": [0.586724466800271, 0.6087071446445204]}, "micro/recall": 0.5957446808510638, "micro/precision": 0.5992091183996279, "macro/f1": 0.5392877076670867, "macro/f1_ci": {"90": [0.530098896055678, 0.5492366033043069], "95": [0.5284763359472952, 0.5509592237769576]}, "macro/recall": 0.5439768272225339, "macro/precision": 0.5398425980592713, "per_entity_metric": {"corporation": {"f1": 0.4486772486772486, "f1_ci": {"90": [0.42374195222512145, 0.47198702010198484], "95": [0.41629960888760914, 0.47854513512534524]}, "precision": 0.42828282828282827, "recall": 0.4711111111111111}, "creative_work": {"f1": 0.34173228346456697, "f1_ci": {"90": [0.3111668229783637, 0.3751494936931258], "95": [0.30621243300153134, 0.38118272627922994]}, "precision": 0.4025974025974026, "recall": 0.2968536251709986}, "event": {"f1": 0.40238450074515647, "f1_ci": {"90": [0.3771082185375127, 0.4253969451946884], "95": [0.37377656250240715, 0.4304793666363063]}, "precision": 0.4431072210065646, "recall": 0.3685168334849864}, "group": {"f1": 0.556795797767564, "f1_ci": {"90": [0.5363658468635578, 0.578533580955637], "95": [0.5326958637709951, 0.5829043388575683]}, "precision": 0.5549738219895288, "recall": 0.5586297760210803}, "location": {"f1": 0.6394904458598726, "f1_ci": {"90": [0.6134667630913595, 0.6658640097485297], "95": [0.6058188339438338, 0.6704738910012674]}, "precision": 0.5878220140515222, "recall": 0.7011173184357542}, "person": {"f1": 0.7940364439536168, "f1_ci": {"90": [0.7825427984149077, 0.8055708929917582], "95": [0.7796777233643017, 0.8077754587411615]}, "precision": 0.7927232635060639, "recall": 0.7953539823008849}, "product": {"f1": 0.5918972332015809, "f1_ci": {"90": [0.56762739781335, 0.6126945509284936], "95": [0.5640013221511239, 0.6161674947859158]}, "precision": 0.5693916349809885, "recall": 0.6162551440329218}}}, "2020.test": {"micro/f1": 0.5662616558349817, "micro/f1_ci": {"90": [0.5454995934256639, 0.5875092213706942], "95": [0.5425866998697456, 0.5920983770545653]}, "micro/recall": 0.519979242345615, "micro/precision": 0.6215880893300249, "macro/f1": 0.5096985017746614, "macro/f1_ci": {"90": [0.48748317612063496, 0.5319882567266163], "95": [0.4844618671113482, 0.5363490059404551]}, "macro/recall": 0.47520198274721537, "macro/precision": 0.5628721370469417, "per_entity_metric": {"corporation": {"f1": 0.4931506849315068, "f1_ci": {"90": [0.43111058336584623, 0.5454765041721563], "95": [0.4235045567522783, 0.554688888888889]}, "precision": 0.5172413793103449, "recall": 0.4712041884816754}, "creative_work": {"f1": 0.3157894736842105, "f1_ci": {"90": [0.25305184142622567, 0.37604984025559096], "95": [0.23929824561403507, 0.3846219931271478]}, "precision": 0.4827586206896552, "recall": 0.2346368715083799}, "event": {"f1": 0.30385487528344673, "f1_ci": {"90": [0.2511617287883615, 0.3582357271936283], "95": [0.2435547967917763, 0.3728851647305275]}, "precision": 0.3806818181818182, "recall": 0.2528301886792453}, "group": {"f1": 0.502692998204668, "f1_ci": {"90": [0.45108915906788244, 0.5562174896540221], "95": [0.43689164466435204, 0.5718759253384094]}, "precision": 0.5691056910569106, "recall": 0.45016077170418006}, "location": {"f1": 0.5975609756097562, "f1_ci": {"90": [0.5342913251566929, 0.6546546546546547], "95": [0.5232513416815743, 0.6645611137764328]}, "precision": 0.6012269938650306, "recall": 0.593939393939394}, "person": {"f1": 0.7607361963190183, "f1_ci": {"90": [0.7331188694509051, 0.7864466361308117], "95": [0.7277244030211747, 0.7904014991482111]}, "precision": 0.7963302752293578, "recall": 0.7281879194630873}, "product": {"f1": 0.5941043083900227, "f1_ci": {"90": [0.5444883712647363, 0.6420348374103892], "95": [0.5323734534856055, 0.6513813358794469]}, "precision": 0.5927601809954751, "recall": 0.5954545454545455}}}, "2021.test (span detection)": {"micro/f1": 0.7497514474530674, "micro/f1_ci": {}, "micro/recall": 0.7412975598473459, "micro/precision": 0.7584003786086133, "macro/f1": 0.7497514474530674, "macro/f1_ci": {}, "macro/recall": 0.7412975598473459, "macro/precision": 0.7584003786086133}, "2020.test (span detection)": {"micro/f1": 0.7065868263473053, "micro/f1_ci": {}, "micro/recall": 0.6429683445770628, "micro/precision": 0.7841772151898734, "macro/f1": 0.7065868263473053, "macro/f1_ci": {}, "macro/recall": 0.6429683445770628, "macro/precision": 0.7841772151898734}}

pytorch_model.bin

@@ -1,3 +1,3 @@
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-oid sha256:a29d89fa2378a5a0b8192f18816ca818651a0da87310a4ab4b415cc427204494
-size 1330337393
+oid sha256:579e5f8cec9ab53628f6d6fa7f5953b3f380683c71d42a78fcd886d33ebebb6e
+size 1330342897

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_large/best_model", "special_tokens_map_file": "cner_output/model/baseline_2021/bert_large/model_ydtzir/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_large/model_ydtzir/epoch_10", "special_tokens_map_file": "cner_output/model/baseline_2021/bert_large/model_ydtzir/epoch_10/special_tokens_map.json", "tokenizer_class": "BertTokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"data_split": "2021.train", "model": "bert-large-cased", "crf": false, "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": 0.3, "max_grad_norm": 1}