model update
Browse files- config.json +1 -1
- eval/metric.json +1 -1
- eval/prediction.2020.test.json +0 -0
- eval/prediction.2021.dev.json +0 -0
- eval/prediction.2021.test.json +0 -0
- tokenizer_config.json +1 -1
- trainer_config.json +1 -0
config.json
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{
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"_name_or_path": "
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"adapters": {
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"adapters": {},
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"config_map": {},
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{
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"_name_or_path": "roberta-large",
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"adapters": {
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"adapters": {},
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"config_map": {},
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eval/metric.json
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{"
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{"2021.dev": {"micro/f1": 0.6533466533466533, "micro/f1_ci": {}, "micro/recall": 0.654, "micro/precision": 0.6526946107784432, "macro/f1": 0.6139317233528648, "macro/f1_ci": {}, "macro/recall": 0.6070190930048767, "macro/precision": 0.6237479137205354, "per_entity_metric": {"corporation": {"f1": 0.5631067961165048, "f1_ci": {}, "precision": 0.5576923076923077, "recall": 0.5686274509803921}, "creative_work": {"f1": 0.47297297297297297, "f1_ci": {}, "precision": 0.47297297297297297, "recall": 0.47297297297297297}, "event": {"f1": 0.4505928853754941, "f1_ci": {}, "precision": 0.4672131147540984, "recall": 0.4351145038167939}, "group": {"f1": 0.6345733041575492, "f1_ci": {}, "precision": 0.6304347826086957, "recall": 0.6387665198237885}, "location": {"f1": 0.7076923076923076, "f1_ci": {}, "precision": 0.7931034482758621, "recall": 0.6388888888888888}, "person": {"f1": 0.8231292517006802, "f1_ci": {}, "precision": 0.7934426229508197, "recall": 0.8551236749116607}, "product": {"f1": 0.6454545454545454, "f1_ci": {}, "precision": 0.6513761467889908, "recall": 0.6396396396396397}}}, "2021.test": {"micro/f1": 0.6574551220340903, "micro/f1_ci": {"90": [0.6484148010152769, 0.6672289519134409], "95": [0.6470100684797441, 0.6689850350992637]}, "micro/recall": 0.6712534690101758, "micro/precision": 0.644212629008989, "macro/f1": 0.6124665667529737, "macro/f1_ci": {"90": [0.6027797907638927, 0.6224386923123064], "95": [0.600643831363655, 0.6236643933399094]}, "macro/recall": 0.625251837701222, "macro/precision": 0.6005167968535563, "per_entity_metric": {"corporation": {"f1": 0.5392156862745098, "f1_ci": {"90": [0.5150666283343305, 0.5627638588284978], "95": [0.5107747807572307, 0.5685865874978943]}, "precision": 0.5288461538461539, "recall": 0.55}, "creative_work": {"f1": 0.4760582928521859, "f1_ci": {"90": [0.44542457349745634, 0.508050611843474], "95": [0.43965273913172126, 0.5137357875658368]}, "precision": 0.4830985915492958, "recall": 0.4692202462380301}, "event": {"f1": 0.4673321234119782, "f1_ci": {"90": [0.4453263502657273, 0.4898926859987146], "95": [0.4407011814810304, 0.4935304881902431]}, "precision": 0.4660633484162896, "recall": 0.46860782529572337}, "group": {"f1": 0.6139798488664987, "f1_ci": {"90": [0.5937377152453256, 0.6348052094376245], "95": [0.5916896908608198, 0.6386072364652792]}, "precision": 0.5880579010856454, "recall": 0.642292490118577}, "location": {"f1": 0.6707399864222675, "f1_ci": {"90": [0.6421888503799826, 0.6973484858175715], "95": [0.6384158152719541, 0.702529512070608]}, "precision": 0.6525759577278731, "recall": 0.6899441340782123}, "person": {"f1": 0.8293212669683258, "f1_ci": {"90": [0.8181446413482045, 0.8403938359511686], "95": [0.8159141098754302, 0.8428604160939993]}, "precision": 0.8144329896907216, "recall": 0.8447640117994101}, "product": {"f1": 0.6906187624750498, "f1_ci": {"90": [0.6702170960229447, 0.7112006663611212], "95": [0.6659795602550325, 0.714153086982773]}, "precision": 0.6705426356589147, "recall": 0.7119341563786008}}}, "2020.test": {"micro/f1": 0.6628787878787878, "micro/f1_ci": {"90": [0.6433422832233964, 0.6809899075848771], "95": [0.6396017768782147, 0.6838039347472534]}, "micro/recall": 0.6357031655422937, "micro/precision": 0.6924816280384398, "macro/f1": 0.6297223287745568, "macro/f1_ci": {"90": [0.6077306460764652, 0.649687103374554], "95": [0.6035631307519294, 0.6525413558422907]}, "macro/recall": 0.601311568050436, "macro/precision": 0.6618492079232416, "per_entity_metric": {"corporation": {"f1": 0.6183844011142062, "f1_ci": {"90": [0.5604604257738921, 0.6691009721496806], "95": [0.5487777897690481, 0.6787612489773658]}, "precision": 0.6607142857142857, "recall": 0.581151832460733}, "creative_work": {"f1": 0.5159420289855072, "f1_ci": {"90": [0.4561346362649294, 0.5690866992079243], "95": [0.44507064868336543, 0.5785442676279234]}, "precision": 0.536144578313253, "recall": 0.4972067039106145}, "event": {"f1": 0.5028790786948176, "f1_ci": {"90": [0.4574887305511124, 0.5513362750160383], "95": [0.44581993761996164, 0.5625028357531761]}, "precision": 0.51171875, "recall": 0.49433962264150944}, "group": {"f1": 0.5598591549295774, "f1_ci": {"90": [0.5130891913483878, 0.6074147053457399], "95": [0.5018050541516246, 0.6181973581973583]}, "precision": 0.6186770428015564, "recall": 0.5112540192926045}, "location": {"f1": 0.6923076923076923, "f1_ci": {"90": [0.6291361251400163, 0.75], "95": [0.6172724125995154, 0.7622443181818181]}, "precision": 0.7346938775510204, "recall": 0.6545454545454545}, "person": {"f1": 0.8201193520886614, "f1_ci": {"90": [0.7918366950327573, 0.8450477632944151], "95": [0.7872476092967537, 0.8496363016720296]}, "precision": 0.8336221837088388, "recall": 0.8070469798657718}, "product": {"f1": 0.6985645933014354, "f1_ci": {"90": [0.6469248291571754, 0.744086649786838], "95": [0.6368046132971505, 0.7505999077065068]}, "precision": 0.7373737373737373, "recall": 0.6636363636363637}}}, "2021.test (span detection)": {"micro/f1": 0.7881979839166384, "micro/f1_ci": {}, "micro/recall": 0.804787787672025, "micro/precision": 0.7722783264898457, "macro/f1": 0.7881979839166384, "macro/f1_ci": {}, "macro/recall": 0.804787787672025, "macro/precision": 0.7722783264898457}, "2020.test (span detection)": {"micro/f1": 0.7642760487144791, "micro/f1_ci": {}, "micro/recall": 0.7327451997924235, "micro/precision": 0.7986425339366516, "macro/f1": 0.7642760487144791, "macro/f1_ci": {}, "macro/recall": 0.7327451997924235, "macro/precision": 0.7986425339366516}}
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eval/prediction.2020.test.json
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eval/prediction.2021.dev.json
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eval/prediction.2021.test.json
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tokenizer_config.json
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{"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>", "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "
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{"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>", "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "roberta-large", "tokenizer_class": "RobertaTokenizer"}
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trainer_config.json
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{"data_split": "2020_2021.train", "model": "roberta-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": 0.15, "max_grad_norm": 1}
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