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": 0.6360351058337637, "micro/f1_ci": {}, "micro/recall": 0.616, "micro/precision": 0.6574172892209178, "macro/f1": 0.5912051787344677, "macro/f1_ci": {}, "macro/recall": 0.5716765665918595, "macro/precision": 0.6145258341593257, "per_entity_metric": {"corporation": {"f1": 0.5235602094240838, "f1_ci": {}, "precision": 0.5617977528089888, "recall": 0.49019607843137253}, "creative_work": {"f1": 0.5, "f1_ci": {}, "precision": 0.48717948717948717, "recall": 0.5135135135135135}, "event": {"f1": 0.35684647302904565, "f1_ci": {}, "precision": 0.39090909090909093, "recall": 0.3282442748091603}, "group": {"f1": 0.627906976744186, "f1_ci": {}, "precision": 0.6650246305418719, "recall": 0.5947136563876652}, "location": {"f1": 0.6818181818181818, "f1_ci": {}, "precision": 0.75, "recall": 0.625}, "person": {"f1": 0.8301225919439579, "f1_ci": {}, "precision": 0.8229166666666666, "recall": 0.8374558303886925}, "product": {"f1": 0.6181818181818182, "f1_ci": {}, "precision": 0.6238532110091743, "recall": 0.6126126126126126}}}, "2021.test": {"micro/f1": 0.6404513989878424, "micro/f1_ci": {"90": [0.6310532748860292, 0.6500710194412829], "95": [0.6296658889111393, 0.6521427599284435]}, "micro/recall": 0.6365633672525439, "micro/precision": 0.6443872176050568, "macro/f1": 0.5910583983096561, "macro/f1_ci": {"90": [0.5809463231552521, 0.6010049606712689], "95": [0.5788166178408317, 0.6032882856914171]}, "macro/recall": 0.5900571634271187, "macro/precision": 0.5928837696021392, "per_entity_metric": {"corporation": {"f1": 0.5058236272878537, "f1_ci": {"90": [0.48221203045637623, 0.5303888996856597], "95": [0.4768192669028184, 0.5361739312316256]}, "precision": 0.5049833887043189, "recall": 0.5066666666666667}, "creative_work": {"f1": 0.43911917098445596, "f1_ci": {"90": [0.4088519263305804, 0.4698779572211306], "95": [0.4033908658729188, 0.47548628801170667]}, "precision": 0.41697416974169743, "recall": 0.4637482900136799}, "event": {"f1": 0.46597353497164457, "f1_ci": {"90": [0.4414376523975732, 0.48765845692109383], "95": [0.4374048509297999, 0.49298079426045754]}, "precision": 0.48475909537856443, "recall": 0.44858962693357596}, "group": {"f1": 0.6068318821165438, "f1_ci": {"90": [0.5857613197870366, 0.6284661621519472], "95": [0.5822767750520318, 0.6337291179191381]}, "precision": 0.6171662125340599, "recall": 0.5968379446640316}, "location": {"f1": 0.6398910823689584, "f1_ci": {"90": [0.61063908109445, 0.6675512121611009], "95": [0.6064278122897154, 0.6741361629127748]}, "precision": 0.6241699867197875, "recall": 0.6564245810055865}, "person": {"f1": 0.8267511177347244, "f1_ci": {"90": [0.8157005907020787, 0.8380098885018492], "95": [0.8137865601171665, 0.8400948145156062]}, "precision": 0.8354668674698795, "recall": 0.8182153392330384}, "product": {"f1": 0.6530183727034121, "f1_ci": {"90": [0.6302189400687924, 0.6751343003974581], "95": [0.6264020156559537, 0.6791711660773018]}, "precision": 0.6666666666666666, "recall": 0.6399176954732511}}}, "2020.test": {"micro/f1": 0.6335644937586686, "micro/f1_ci": {"90": [0.6120421464705215, 0.6525076828761172], "95": [0.6086564713285258, 0.6559915040520051]}, "micro/recall": 0.5926310326933056, "micro/precision": 0.6805721096543504, "macro/f1": 0.5914520478690088, "macro/f1_ci": {"90": [0.5672890790149243, 0.6111046076343697], "95": [0.5631922824822733, 0.615969012049981]}, "macro/recall": 0.5535477989961968, "macro/precision": 0.6370623744887871, "per_entity_metric": {"corporation": {"f1": 0.5322128851540617, "f1_ci": {"90": [0.4679528605099636, 0.5855111633372503], "95": [0.45919247230614296, 0.5964937200956938]}, "precision": 0.572289156626506, "recall": 0.4973821989528796}, "creative_work": {"f1": 0.4941176470588235, "f1_ci": {"90": [0.4324237140366173, 0.5483963133640553], "95": [0.4233767507552276, 0.5575498000792478]}, "precision": 0.5217391304347826, "recall": 0.4692737430167598}, "event": {"f1": 0.46613545816733065, "f1_ci": {"90": [0.41300613255759094, 0.5199418408061135], "95": [0.40350089295094027, 0.5281582054309327]}, "precision": 0.4936708860759494, "recall": 0.44150943396226416}, "group": {"f1": 0.5464684014869888, "f1_ci": {"90": [0.4933666798613359, 0.5976370403789758], "95": [0.4788116130430073, 0.610861672409387]}, "precision": 0.6475770925110133, "recall": 0.47266881028938906}, "location": {"f1": 0.63125, "f1_ci": {"90": [0.5671345820472707, 0.6885394482690307], "95": [0.5551672761749965, 0.7014767828550316]}, "precision": 0.6516129032258065, "recall": 0.6121212121212121}, "person": {"f1": 0.81326352530541, "f1_ci": {"90": [0.7841960889038811, 0.8395792418896547], "95": [0.7788274499501572, 0.8438129923423588]}, "precision": 0.8472727272727273, "recall": 0.7818791946308725}, "product": {"f1": 0.6567164179104477, "f1_ci": {"90": [0.6008587786259542, 0.7132317854013615], "95": [0.5929074717150218, 0.7208718442447583]}, "precision": 0.7252747252747253, "recall": 0.6}}}, "2021.test (span detection)": {"micro/f1": 0.7770796974985457, "micro/f1_ci": {}, "micro/recall": 0.7724066150109865, "micro/precision": 0.7818096687346365, "macro/f1": 0.7770796974985457, "macro/f1_ci": {}, "macro/recall": 0.7724066150109865, "macro/precision": 0.7818096687346365}, "2020.test (span detection)": {"micro/f1": 0.7436182019977802, "micro/f1_ci": {}, "micro/recall": 0.6953814218993254, "micro/precision": 0.7990459153249851, "macro/f1": 0.7436182019977802, "macro/f1_ci": {}, "macro/recall": 0.6953814218993254, "macro/precision": 0.7990459153249851}}
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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": "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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