model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "cner_output/model/baseline/t_roberta_base_dec2020/best_model",
+  "_name_or_path": "cner_output/model/baseline/t_roberta_base_dec2020/model_bzracx/epoch_10",
   "architectures": [
     "RobertaForTokenClassification"
   ],

eval/metric.json

@@ -0,0 +1 @@
+{"2020.dev": {"micro/f1": 0.6386958845537146, "micro/f1_ci": {}, "micro/recall": 0.6243469174503657, "micro/precision": 0.6537199124726477, "macro/f1": 0.5845688851603238, "macro/f1_ci": {}, "macro/recall": 0.5723876957337674, "macro/precision": 0.5986924134163691, "per_entity_metric": {"corporation": {"f1": 0.4895833333333333, "f1_ci": {}, "precision": 0.5193370165745856, "recall": 0.4630541871921182}, "creative_work": {"f1": 0.5089058524173028, "f1_ci": {}, "precision": 0.5405405405405406, "recall": 0.4807692307692308}, "event": {"f1": 0.39285714285714285, "f1_ci": {}, "precision": 0.39919354838709675, "recall": 0.38671875}, "group": {"f1": 0.5296610169491525, "f1_ci": {}, "precision": 0.5102040816326531, "recall": 0.5506607929515418}, "location": {"f1": 0.6413043478260869, "f1_ci": {}, "precision": 0.6310160427807486, "recall": 0.6519337016574586}, "person": {"f1": 0.8760757314974182, "f1_ci": {}, "precision": 0.9024822695035462, "recall": 0.8511705685618729}, "product": {"f1": 0.6535947712418301, "f1_ci": {}, "precision": 0.6880733944954128, "recall": 0.6224066390041494}}}, "2021.test": {"micro/f1": 0.6286510590858417, "micro/f1_ci": {"90": [0.6202748254882829, 0.6378443623614226], "95": [0.6184976815588282, 0.6399304136434694]}, "micro/recall": 0.6520582793709528, "micro/precision": 0.6068661213947482, "macro/f1": 0.5826193263874178, "macro/f1_ci": {"90": [0.5730758041885631, 0.5923948982929359], "95": [0.5710195948548461, 0.5939565674784726]}, "macro/recall": 0.6077023445382103, "macro/precision": 0.5604713618790561, "per_entity_metric": {"corporation": {"f1": 0.49895397489539745, "f1_ci": {"90": [0.4740900380273677, 0.5254155321720864], "95": [0.46839534789719484, 0.5299778434362932]}, "precision": 0.47134387351778656, "recall": 0.53}, "creative_work": {"f1": 0.44903064415259536, "f1_ci": {"90": [0.41834966834966836, 0.47882006500914226], "95": [0.4111298735015004, 0.48611544056525346]}, "precision": 0.41359447004608296, "recall": 0.4911080711354309}, "event": {"f1": 0.43684450524395807, "f1_ci": {"90": [0.4132443746794808, 0.4595091419890372], "95": [0.4083257469654529, 0.46410276457343014]}, "precision": 0.43784277879341865, "recall": 0.43585077343039125}, "group": {"f1": 0.5762400489895897, "f1_ci": {"90": [0.5565039530120158, 0.5954325184333603], "95": [0.5526282709880291, 0.5985174584532377]}, "precision": 0.5383295194508009, "recall": 0.6198945981554678}, "location": {"f1": 0.6437541308658294, "f1_ci": {"90": [0.6177487356743749, 0.6711433093555442], "95": [0.6108565669901822, 0.6758728290717165]}, "precision": 0.6110414052697616, "recall": 0.6801675977653632}, "person": {"f1": 0.8228613299139035, "f1_ci": {"90": [0.8118870888802372, 0.8341448223449718], "95": [0.8093167258284707, 0.8359517294083364]}, "precision": 0.8176192209683291, "recall": 0.8281710914454278}, "product": {"f1": 0.6506506506506508, "f1_ci": {"90": [0.628450730150472, 0.672123577203644], "95": [0.6258410385414003, 0.6746884809110153]}, "precision": 0.6335282651072125, "recall": 0.668724279835391}}}, "2020.test": {"micro/f1": 0.6439333862014274, "micro/f1_ci": {"90": [0.6234163633400337, 0.6617054879836103], "95": [0.620296601140631, 0.6652159767398678]}, "micro/recall": 0.6320705760249092, "micro/precision": 0.65625, "macro/f1": 0.6031387609223192, "macro/f1_ci": {"90": [0.5814650043179064, 0.6214737405579287], "95": [0.5769478753146529, 0.6247167595269991]}, "macro/recall": 0.5938222468969824, "macro/precision": 0.6135739317575558, "per_entity_metric": {"corporation": {"f1": 0.5518987341772151, "f1_ci": {"90": [0.495774647887324, 0.6018518518518519], "95": [0.481054054054054, 0.6117767106842738]}, "precision": 0.5343137254901961, "recall": 0.5706806282722513}, "creative_work": {"f1": 0.5172413793103449, "f1_ci": {"90": [0.4618975618975619, 0.5738577425556122], "95": [0.44866459269501097, 0.5829040366996946]}, "precision": 0.5325443786982249, "recall": 0.5027932960893855}, "event": {"f1": 0.42911877394636017, "f1_ci": {"90": [0.38280066287878795, 0.4780351622131284], "95": [0.3752165216808781, 0.4866137266023824]}, "precision": 0.4357976653696498, "recall": 0.4226415094339623}, "group": {"f1": 0.559463986599665, "f1_ci": {"90": [0.5110015268737078, 0.6065222988556122], "95": [0.5, 0.6178964376394552]}, "precision": 0.583916083916084, "recall": 0.5369774919614148}, "location": {"f1": 0.6546546546546548, "f1_ci": {"90": [0.5867749707685221, 0.7157319269359402], "95": [0.5732812621501827, 0.7224163619125017]}, "precision": 0.6488095238095238, "recall": 0.6606060606060606}, "person": {"f1": 0.8397600685518423, "f1_ci": {"90": [0.8127127749861485, 0.8636382189239333], "95": [0.806420397665552, 0.86896508864127]}, "precision": 0.8581436077057794, "recall": 0.8221476510067114}, "product": {"f1": 0.669833729216152, "f1_ci": {"90": [0.6180720440280364, 0.715330305760356], "95": [0.6086568322981365, 0.7247099284158108]}, "precision": 0.7014925373134329, "recall": 0.6409090909090909}}}, "2021.test (span detection)": {"micro/f1": 0.7649255811360722, "micro/f1_ci": {}, "micro/recall": 0.7934543772406615, "micro/precision": 0.7383770985794231, "macro/f1": 0.7649255811360722, "macro/f1_ci": {}, "macro/recall": 0.7934543772406615, "macro/precision": 0.7383770985794231}, "2020.test (span detection)": {"micro/f1": 0.7565424266455195, "micro/f1_ci": {}, "micro/recall": 0.7426050856253243, "micro/precision": 0.7710129310344828, "macro/f1": 0.7565424266455195, "macro/f1_ci": {}, "macro/recall": 0.7426050856253243, "macro/precision": 0.7710129310344828}}

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:00591c79817eb642d628239686e829db866b7d059dfe12075e271f3b7b93403c
-size 496349169
+oid sha256:8c4820005c9fcb5ab2d24572f6360e3bb47b83063a95be5ffc7d78f0776bfbf9
+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/baseline/t_roberta_base_dec2020/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/baseline/t_roberta_base_dec2020/model_bzracx/epoch_10", "tokenizer_class": "RobertaTokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"data_split": "2020.train", "model": "cardiffnlp/twitter-roberta-base-dec2020", "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}