model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "cner_output/model/random_split/t_roberta_base_2019/best_model",
+  "_name_or_path": "cner_output/model/random_split/t_roberta_base_2019/model_xnxtoq/epoch_10",
   "architectures": [
     "RobertaForTokenClassification"
   ],

eval/metric.json

@@ -0,0 +1 @@
+{"random.dev": {"micro/f1": 0.6430903155603918, "micro/f1_ci": {}, "micro/recall": 0.6310731446876668, "micro/precision": 0.6555740432612313, "macro/f1": 0.5957476328680672, "macro/f1_ci": {}, "macro/recall": 0.5839083840160486, "macro/precision": 0.6084750980060624, "per_entity_metric": {"corporation": {"f1": 0.5758354755784061, "f1_ci": {}, "precision": 0.5714285714285714, "recall": 0.5803108808290155}, "creative_work": {"f1": 0.44236760124610586, "f1_ci": {}, "precision": 0.44654088050314467, "recall": 0.4382716049382716}, "event": {"f1": 0.391578947368421, "f1_ci": {}, "precision": 0.4043478260869565, "recall": 0.3795918367346939}, "group": {"f1": 0.622093023255814, "f1_ci": {}, "precision": 0.6257309941520468, "recall": 0.6184971098265896}, "location": {"f1": 0.6346153846153847, "f1_ci": {}, "precision": 0.6644295302013423, "recall": 0.6073619631901841}, "person": {"f1": 0.8595988538681949, "f1_ci": {}, "precision": 0.8754863813229572, "recall": 0.8442776735459663}, "product": {"f1": 0.6441441441441441, "f1_ci": {}, "precision": 0.6713615023474179, "recall": 0.6190476190476191}}}, "2021.test": {"micro/f1": 0.6329255975760296, "micro/f1_ci": {"90": [0.6241107966406728, 0.6420422564843195], "95": [0.6227081381578177, 0.6435080538043557]}, "micro/recall": 0.6521739130434783, "micro/precision": 0.6147809025506867, "macro/f1": 0.5849737353611323, "macro/f1_ci": {"90": [0.5763837020363822, 0.5947111988264823], "95": [0.5742937353061618, 0.5962661166656056]}, "macro/recall": 0.6073811457896877, "macro/precision": 0.5655720751091778, "per_entity_metric": {"corporation": {"f1": 0.5055837563451777, "f1_ci": {"90": [0.48112880503144656, 0.5305129060228105], "95": [0.47521529459960105, 0.5351315949731495]}, "precision": 0.4654205607476635, "recall": 0.5533333333333333}, "creative_work": {"f1": 0.41676942046855736, "f1_ci": {"90": [0.38737414150104255, 0.4471280364372469], "95": [0.381117185936746, 0.4518568526740165]}, "precision": 0.3793490460157127, "recall": 0.46238030095759236}, "event": {"f1": 0.45696539485359355, "f1_ci": {"90": [0.43451377299237326, 0.48098433064395635], "95": [0.4312793014907832, 0.48593287418465386]}, "precision": 0.4458874458874459, "recall": 0.46860782529572337}, "group": {"f1": 0.599078341013825, "f1_ci": {"90": [0.5799007693202035, 0.6205978336770757], "95": [0.5763590616997798, 0.6235043929757479]}, "precision": 0.5986842105263158, "recall": 0.5994729907773386}, "location": {"f1": 0.6480218281036835, "f1_ci": {"90": [0.6205056231580423, 0.6749297649471397], "95": [0.6175627543763568, 0.6813266130099813]}, "precision": 0.6333333333333333, "recall": 0.6634078212290503}, "person": {"f1": 0.8302235359320156, "f1_ci": {"90": [0.8202314881837767, 0.8410008455396478], "95": [0.8177612076669796, 0.8430586034166829]}, "precision": 0.8319141058867087, "recall": 0.8285398230088495}, "product": {"f1": 0.6381738708110735, "f1_ci": {"90": [0.6169357700291059, 0.6600499792631749], "95": [0.6131003018520063, 0.664773006102066]}, "precision": 0.6044158233670653, "recall": 0.6759259259259259}}}, "2020.test": {"micro/f1": 0.6428571428571428, "micro/f1_ci": {"90": [0.6218825133568143, 0.6608444099298781], "95": [0.6185707589214373, 0.665192796014874]}, "micro/recall": 0.6211728074727556, "micro/precision": 0.666110183639399, "macro/f1": 0.6067120703105228, "macro/f1_ci": {"90": [0.5847083370483181, 0.6258826342571657], "95": [0.5815028092972286, 0.6293428524288749]}, "macro/recall": 0.5890178249768797, "macro/precision": 0.6269481984991956, "per_entity_metric": {"corporation": {"f1": 0.5684754521963824, "f1_ci": {"90": [0.51461143224149, 0.6213723432170033], "95": [0.5048933935276239, 0.6302796758302875]}, "precision": 0.5612244897959183, "recall": 0.5759162303664922}, "creative_work": {"f1": 0.4887640449438202, "f1_ci": {"90": [0.42513867449237497, 0.5449838989348527], "95": [0.4129533747193237, 0.5546218487394958]}, "precision": 0.4915254237288136, "recall": 0.4860335195530726}, "event": {"f1": 0.45364891518737677, "f1_ci": {"90": [0.4032586558044806, 0.50105253276257], "95": [0.3941893490609532, 0.5113654082404082]}, "precision": 0.47520661157024796, "recall": 0.4339622641509434}, "group": {"f1": 0.5502645502645503, "f1_ci": {"90": [0.49639891028353794, 0.5996135198323417], "95": [0.4862892256873603, 0.610242001349384]}, "precision": 0.609375, "recall": 0.5016077170418006}, "location": {"f1": 0.7174603174603175, "f1_ci": {"90": [0.66, 0.7673751141712922], "95": [0.6483867450304767, 0.7759562841530054]}, "precision": 0.7533333333333333, "recall": 0.6848484848484848}, "person": {"f1": 0.8229166666666667, "f1_ci": {"90": [0.7947803203661327, 0.8469858791026068], "95": [0.7899859677143346, 0.8515427066348928]}, "precision": 0.8525179856115108, "recall": 0.7953020134228188}, "product": {"f1": 0.6454545454545455, "f1_ci": {"90": [0.6, 0.687823236296879], "95": [0.590903203014602, 0.695656930834364]}, "precision": 0.6454545454545455, "recall": 0.6454545454545455}}}, "2021.test (span detection)": {"micro/f1": 0.7735817294203468, "micro/f1_ci": {}, "micro/recall": 0.7971550826876374, "micro/precision": 0.7513625463265751, "macro/f1": 0.7735817294203468, "macro/f1_ci": {}, "macro/recall": 0.7971550826876374, "macro/precision": 0.7513625463265751}, "2020.test (span detection)": {"micro/f1": 0.7620837808807734, "micro/f1_ci": {}, "micro/recall": 0.736377789309808, "micro/precision": 0.7896494156928213, "macro/f1": 0.7620837808807734, "macro/f1_ci": {}, "macro/recall": 0.736377789309808, "macro/precision": 0.7896494156928213}}

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b31af315d8e63281c51d1c569c32d1729533ce999f2a026907f4279f254f6cc6
-size 496349169
+oid sha256:0a5dbcdc5862e651c19234c9dc4554b73fdb6208a0dabf75784f9bc82fab66c4
+size 496351921

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, "special_tokens_map_file": null, "name_or_path": "cner_output/model/random_split/t_roberta_base_2019/best_model", "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, "special_tokens_map_file": null, "name_or_path": "cner_output/model/random_split/t_roberta_base_2019/model_xnxtoq/epoch_10", "tokenizer_class": "RobertaTokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"data_split": "random.train", "model": "cardiffnlp/twitter-roberta-base-2019-90m", "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": 0.3, "max_grad_norm": 1}