model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "cner_output/model/baseline_2021/bertweet_base_continuous/best_model",
+  "_name_or_path": "tner/bertweet-base-tweetner-2020",
   "architectures": [
     "RobertaForTokenClassification"
   ],

eval/metric.json

@@ -0,0 +1 @@
+{"2021.dev": {"micro/f1": 0.6467308667004562, "micro/f1_ci": {}, "micro/recall": 0.638, "micro/precision": 0.6557040082219938, "macro/f1": 0.5978684732798378, "macro/f1_ci": {}, "macro/recall": 0.5943341624899113, "macro/precision": 0.6055590663418738, "per_entity_metric": {"corporation": {"f1": 0.5825242718446602, "f1_ci": {}, "precision": 0.5769230769230769, "recall": 0.5882352941176471}, "creative_work": {"f1": 0.4268292682926829, "f1_ci": {}, "precision": 0.3888888888888889, "recall": 0.47297297297297297}, "event": {"f1": 0.46090534979423864, "f1_ci": {}, "precision": 0.5, "recall": 0.42748091603053434}, "group": {"f1": 0.6325581395348837, "f1_ci": {}, "precision": 0.6699507389162561, "recall": 0.5991189427312775}, "location": {"f1": 0.6133333333333332, "f1_ci": {}, "precision": 0.5897435897435898, "recall": 0.6388888888888888}, "person": {"f1": 0.8347826086956522, "f1_ci": {}, "precision": 0.821917808219178, "recall": 0.8480565371024735}, "product": {"f1": 0.6341463414634145, "f1_ci": {}, "precision": 0.6914893617021277, "recall": 0.5855855855855856}}}, "2021.test": {"micro/f1": 0.6584472230299506, "micro/f1_ci": {"90": [0.6494608590732527, 0.6679885108746003], "95": [0.6476930900555805, 0.6694290853194725]}, "micro/recall": 0.6546022201665125, "micro/precision": 0.6623376623376623, "macro/f1": 0.6102300887168732, "macro/f1_ci": {"90": [0.6004038513370128, 0.6197560648878369], "95": [0.5983376336540169, 0.6210193530268486]}, "macro/recall": 0.6126461527097806, "macro/precision": 0.611802506987418, "per_entity_metric": {"corporation": {"f1": 0.5185185185185185, "f1_ci": {"90": [0.49337153061983774, 0.5439587858969501], "95": [0.48740574277388654, 0.5496106513391685]}, "precision": 0.5159515951595159, "recall": 0.5211111111111111}, "creative_work": {"f1": 0.4682686383240912, "f1_ci": {"90": [0.438666115261993, 0.4978700091388796], "95": [0.43393763344195974, 0.503641894873691]}, "precision": 0.4260089686098655, "recall": 0.5198358413132695}, "event": {"f1": 0.49658536585365853, "f1_ci": {"90": [0.47272381446418543, 0.5189233272281362], "95": [0.46833006812245065, 0.52501206086096]}, "precision": 0.5352260778128286, "recall": 0.46314831665150136}, "group": {"f1": 0.6117404737384141, "f1_ci": {"90": [0.591561073989307, 0.6339137710303029], "95": [0.5878883127243717, 0.63736429288823]}, "precision": 0.6387096774193548, "recall": 0.5869565217391305}, "location": {"f1": 0.6658081133290406, "f1_ci": {"90": [0.6385166723863426, 0.692362621847589], "95": [0.6316389021787584, 0.6965855246144679]}, "precision": 0.6176821983273596, "recall": 0.7220670391061452}, "person": {"f1": 0.8447412353923205, "f1_ci": {"90": [0.8347663259120971, 0.8552561479552422], "95": [0.8329609550207723, 0.8566901985328257]}, "precision": 0.8499440089585666, "recall": 0.8396017699115044}, "product": {"f1": 0.6659482758620691, "f1_ci": {"90": [0.6434850321173191, 0.6866341444247477], "95": [0.6403631144443871, 0.690716861020364]}, "precision": 0.6990950226244343, "recall": 0.6358024691358025}}}, "2020.test": {"micro/f1": 0.6516111264114568, "micro/f1_ci": {"90": [0.6307643696766942, 0.6719969183970778], "95": [0.6279769593276863, 0.6754876660511644]}, "micro/recall": 0.6139076284379865, "micro/precision": 0.6942488262910798, "macro/f1": 0.6135259272473801, "macro/f1_ci": {"90": [0.5906927661860492, 0.6344368144341196], "95": [0.5857025826391625, 0.6398643336684641]}, "macro/recall": 0.5830306967374339, "macro/precision": 0.6543224335799225, "per_entity_metric": {"corporation": {"f1": 0.5576407506702413, "f1_ci": {"90": [0.49716845518670816, 0.6133509933774834], "95": [0.4834629553827261, 0.6226928728295388]}, "precision": 0.5714285714285714, "recall": 0.5445026178010471}, "creative_work": {"f1": 0.5683060109289618, "f1_ci": {"90": [0.5116146934460888, 0.6213143806261214], "95": [0.4987511327781342, 0.6269530761644141]}, "precision": 0.5561497326203209, "recall": 0.5810055865921788}, "event": {"f1": 0.4621513944223108, "f1_ci": {"90": [0.407666973744818, 0.5147216611966674], "95": [0.39747293617586504, 0.5267074887252602]}, "precision": 0.48945147679324896, "recall": 0.4377358490566038}, "group": {"f1": 0.5632183908045978, "f1_ci": {"90": [0.5081111741349972, 0.6198251387919285], "95": [0.4973684935701162, 0.627101507914578]}, "precision": 0.6966824644549763, "recall": 0.47266881028938906}, "location": {"f1": 0.6626865671641792, "f1_ci": {"90": [0.5987634662263112, 0.7208521653381543], "95": [0.5852242504835591, 0.7327961432506889]}, "precision": 0.6529411764705882, "recall": 0.6727272727272727}, "person": {"f1": 0.8293963254593175, "f1_ci": {"90": [0.80330438414185, 0.8518550780745903], "95": [0.7989825274493244, 0.8552756712441073]}, "precision": 0.8665447897623401, "recall": 0.7953020134228188}, "product": {"f1": 0.6512820512820514, "f1_ci": {"90": [0.6014985014985015, 0.7033119235335301], "95": [0.5895308160048044, 0.7101524983776768]}, "precision": 0.7470588235294118, "recall": 0.5772727272727273}}}, "2021.test (span detection)": {"micro/f1": 0.7909735954402699, "micro/f1_ci": {}, "micro/recall": 0.7863999074823639, "micro/precision": 0.7956007956007956, "macro/f1": 0.7909735954402699, "macro/f1_ci": {}, "macro/recall": 0.7863999074823639, "macro/precision": 0.7956007956007956}, "2020.test (span detection)": {"micro/f1": 0.7680440771349863, "micro/f1_ci": {}, "micro/recall": 0.723404255319149, "micro/precision": 0.8185554903112156, "macro/f1": 0.7680440771349863, "macro/f1_ci": {}, "macro/recall": 0.723404255319149, "macro/precision": 0.8185554903112156}}

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3e0e339fea39da242d704ef07f9b8bd7a2eea89a28041d1557845400dae5b641
-size 537363441
+oid sha256:c7e016320c0496b239330dffff4989c1c2e5fcad08325ed9fcd6070472de80d4
+size 537366193

tokenizer_config.json

@@ -1 +1 @@
-{"normalization": false, "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 128, "name_or_path": "cner_output/model/baseline_2021/bertweet_base_continuous/best_model", "special_tokens_map_file": "/home/c.c2042013/.cache/huggingface/transformers/bb0c2777b6eb6a05be4dc2b2adf35e25a8a273a43015576079f4b979bc928f57.0dc5b1041f62041ebbd23b1297f2f573769d5c97d8b7c28180ec86b8f6185aa8", "tokenizer_class": "BertweetTokenizer"}
+{"normalization": false, "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 128, "name_or_path": "tner/bertweet-base-tweetner-2020", "special_tokens_map_file": "/home/c.c2042013/.cache/huggingface/transformers/bb0c2777b6eb6a05be4dc2b2adf35e25a8a273a43015576079f4b979bc928f57.0dc5b1041f62041ebbd23b1297f2f573769d5c97d8b7c28180ec86b8f6185aa8", "tokenizer_class": "BertweetTokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"data_split": "2021.train", "model": "tner/bertweet-base-tweetner-2020", "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}