model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "cner_output/model/random_split/bertweet_large/best_model",
+  "_name_or_path": "vinai/bertweet-large",
   "adapters": {
     "adapters": {},
     "config_map": {},

eval/metric.json

@@ -0,0 +1 @@
+{"random.dev": {"micro/f1": 0.6406879871002419, "micro/f1_ci": {}, "micro/recall": 0.6364121729845168, "micro/precision": 0.645021645021645, "macro/f1": 0.5987771758365046, "macro/f1_ci": {}, "macro/recall": 0.5936204855874079, "macro/precision": 0.6087739435250593, "per_entity_metric": {"corporation": {"f1": 0.5626598465473146, "f1_ci": {}, "precision": 0.5555555555555556, "recall": 0.5699481865284974}, "creative_work": {"f1": 0.5214723926380369, "f1_ci": {}, "precision": 0.5182926829268293, "recall": 0.5246913580246914}, "event": {"f1": 0.3688212927756654, "f1_ci": {}, "precision": 0.34519572953736655, "recall": 0.39591836734693875}, "group": {"f1": 0.6137724550898204, "f1_ci": {}, "precision": 0.6366459627329193, "recall": 0.5924855491329479}, "location": {"f1": 0.6449704142011835, "f1_ci": {}, "precision": 0.6228571428571429, "recall": 0.6687116564417178}, "person": {"f1": 0.8643592142188962, "f1_ci": {}, "precision": 0.8619402985074627, "recall": 0.8667917448405253}, "product": {"f1": 0.6153846153846153, "f1_ci": {}, "precision": 0.7209302325581395, "recall": 0.5367965367965368}}}, "2021.test": {"micro/f1": 0.6486182247987844, "micro/f1_ci": {"90": [0.6400171924527076, 0.6574431063551344], "95": [0.6382155801831687, 0.6592086893227054]}, "micro/recall": 0.6662812210915818, "micro/precision": 0.6318675293343569, "macro/f1": 0.604868641257225, "macro/f1_ci": {"90": [0.595296924609441, 0.614397231507266], "95": [0.5933778702735921, 0.6163061595932199]}, "macro/recall": 0.6244372176840122, "macro/precision": 0.589818811310092, "per_entity_metric": {"corporation": {"f1": 0.5359342915811088, "f1_ci": {"90": [0.5124250180674441, 0.562196264340956], "95": [0.5066242713301538, 0.5660601358658982]}, "precision": 0.49809160305343514, "recall": 0.58}, "creative_work": {"f1": 0.454661558109834, "f1_ci": {"90": [0.42294214039784905, 0.4866248288332962], "95": [0.4174022952917621, 0.49281072809973214]}, "precision": 0.42634730538922155, "recall": 0.48700410396716826}, "event": {"f1": 0.46186621218576907, "f1_ci": {"90": [0.4407249060721636, 0.48402759846047894], "95": [0.43625117639460426, 0.4896707137226466]}, "precision": 0.4342948717948718, "recall": 0.4931756141947225}, "group": {"f1": 0.6163606010016696, "f1_ci": {"90": [0.5951285544493952, 0.6383988899613899], "95": [0.5921567684006442, 0.6431355549407772]}, "precision": 0.6249153689911984, "recall": 0.6080368906455863}, "location": {"f1": 0.6615873015873016, "f1_ci": {"90": [0.6349800972344961, 0.6883097309494146], "95": [0.6280602263375301, 0.6938339172840142]}, "precision": 0.6065192083818394, "recall": 0.7276536312849162}, "person": {"f1": 0.8278614184654453, "f1_ci": {"90": [0.8174552782574815, 0.8383023554114327], "95": [0.8153046175852993, 0.840402111046631]}, "precision": 0.814709032488397, "recall": 0.8414454277286135}, "product": {"f1": 0.675809105869446, "f1_ci": {"90": [0.6533841788755885, 0.6975096627158484], "95": [0.648618174354878, 0.7003805018510901]}, "precision": 0.7238542890716804, "recall": 0.6337448559670782}}}, "2020.test": {"micro/f1": 0.6602409638554216, "micro/f1_ci": {"90": [0.6396879277900763, 0.6792509981861777], "95": [0.6349100561142579, 0.6825887859642396]}, "micro/recall": 0.6398546964193046, "micro/precision": 0.6819690265486725, "macro/f1": 0.6271520713994495, "macro/f1_ci": {"90": [0.6033849011192637, 0.6476622153533104], "95": [0.6003911437652572, 0.6517141318434708]}, "macro/recall": 0.6095524645700295, "macro/precision": 0.652241965435762, "per_entity_metric": {"corporation": {"f1": 0.578125, "f1_ci": {"90": [0.516110546261207, 0.6295629539951574], "95": [0.5061691209281571, 0.6428661162957645]}, "precision": 0.5751295336787565, "recall": 0.581151832460733}, "creative_work": {"f1": 0.5819209039548022, "f1_ci": {"90": [0.5173447188077885, 0.6378554936846392], "95": [0.5104798432384638, 0.6490518162393163]}, "precision": 0.5885714285714285, "recall": 0.5754189944134078}, "event": {"f1": 0.4763572679509632, "f1_ci": {"90": [0.4245514079895219, 0.523213358070501], "95": [0.4141386430678466, 0.532264690402697]}, "precision": 0.4444444444444444, "recall": 0.5132075471698113}, "group": {"f1": 0.5878003696857671, "f1_ci": {"90": [0.5342837363973966, 0.6421063394683026], "95": [0.5218799565453557, 0.6518635025754232]}, "precision": 0.691304347826087, "recall": 0.5112540192926045}, "location": {"f1": 0.6824925816023738, "f1_ci": {"90": [0.6153846153846154, 0.740751896474788], "95": [0.6038780663780664, 0.7509359340481707]}, "precision": 0.6686046511627907, "recall": 0.696969696969697}, "person": {"f1": 0.8336221837088388, "f1_ci": {"90": [0.8053213941676154, 0.8559769434579175], "95": [0.7985865724381626, 0.861693433325605]}, "precision": 0.8620071684587813, "recall": 0.8070469798657718}, "product": {"f1": 0.649746192893401, "f1_ci": {"90": [0.5962006778842162, 0.7002640572369876], "95": [0.581727559347181, 0.7086697496146315]}, "precision": 0.735632183908046, "recall": 0.5818181818181818}}}, "2021.test (span detection)": {"micro/f1": 0.7843071034560397, "micro/f1_ci": {}, "micro/recall": 0.8057129640337689, "micro/precision": 0.7640092115363527, "macro/f1": 0.7843071034560397, "macro/f1_ci": {}, "macro/recall": 0.8057129640337689, "macro/precision": 0.7640092115363527}, "2020.test (span detection)": {"micro/f1": 0.7720332172515403, "micro/f1_ci": {}, "micro/recall": 0.7477944992215879, "micro/precision": 0.7978959025470653, "macro/f1": 0.7720332172515403, "macro/f1_ci": {}, "macro/recall": 0.7477944992215879, "macro/precision": 0.7978959025470653}}

tokenizer_config.json

@@ -1 +1 @@
-{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "special_tokens_map_file": null, "name_or_path": "cner_output/model/random_split/bertweet_large/best_model", "tokenizer_class": "RobertaTokenizer"}
+{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "errors": "replace", "sep_token": "</s>", "cls_token": "<s>", "pad_token": "<pad>", "mask_token": "<mask>", "special_tokens_map_file": null, "name_or_path": "vinai/bertweet-large", "tokenizer_class": "RobertaTokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"data_split": "random.train", "model": "vinai/bertweet-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": 0.3, "max_grad_norm": 1}