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ania3000
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kuosbert-morph

Token Classification
Transformers
Safetensors
bert
Generated from Trainer
Model card Files
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Files changed (8) hide show
  1. README.md +86 -0
  2. config.json +1494 -0
  3. model.safetensors +3 -0
  4. special_tokens_map.json +37 -0
  5. tokenizer.json +0 -0
  6. tokenizer_config.json +57 -0
  7. training_args.bin +3 -0
  8. vocab.txt +0 -0
README.md ADDED
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+ ---
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+ library_name: transformers
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+ license: apache-2.0
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+ base_model: ania3000/kuosbert-from_multilingual
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - accuracy
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+ model-index:
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+ - name: trainer_output
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # trainer_output
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+
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+ This model is a fine-tuned version of [ania3000/kuosbert-from_multilingual](https://huggingface.co/ania3000/kuosbert-from_multilingual) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.1742
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+ - Accuracy: 89.6340
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+ - Sentence accuracy: 32.1484
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 5e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - num_epochs: 25
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Accuracy | Sentence accuracy |
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+ |:-------------:|:-----:|:-----:|:---------------:|:--------:|:-----------------:|
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+ | 1.5179 | 1.0 | 596 | 1.2402 | 81.9319 | 14.5286 |
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+ | 0.5915 | 2.0 | 1192 | 1.0153 | 85.5108 | 21.6383 |
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+ | 0.3952 | 3.0 | 1788 | 0.9749 | 87.0280 | 27.2025 |
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+ | 0.2929 | 4.0 | 2384 | 0.9609 | 87.7114 | 27.9753 |
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+ | 0.2345 | 5.0 | 2980 | 0.9658 | 88.1631 | 29.5209 |
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+ | 0.1419 | 6.0 | 3576 | 0.9037 | 88.5569 | 29.3663 |
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+ | 0.1123 | 7.0 | 4172 | 0.9257 | 88.4410 | 29.2117 |
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+ | 0.0913 | 8.0 | 4768 | 0.9203 | 88.8001 | 31.2210 |
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+ | 0.0742 | 9.0 | 5364 | 0.9467 | 88.8117 | 29.2117 |
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+ | 0.0616 | 10.0 | 5960 | 0.9320 | 88.5685 | 30.4482 |
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+ | 0.0377 | 11.0 | 6556 | 0.9668 | 89.1128 | 32.4575 |
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+ | 0.029 | 12.0 | 7152 | 1.0205 | 89.1476 | 31.3756 |
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+ | 0.025 | 13.0 | 7748 | 1.0496 | 89.1012 | 31.0665 |
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+ | 0.0196 | 14.0 | 8344 | 1.0772 | 89.2750 | 32.7666 |
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+ | 0.016 | 15.0 | 8940 | 1.0822 | 89.2865 | 31.8393 |
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+ | 0.0099 | 16.0 | 9536 | 1.0900 | 89.4371 | 32.4575 |
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+ | 0.0079 | 17.0 | 10132 | 1.0938 | 89.4024 | 31.9938 |
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+ | 0.0068 | 18.0 | 10728 | 1.1089 | 89.4255 | 33.0757 |
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+ | 0.0059 | 19.0 | 11324 | 1.1300 | 89.1939 | 31.9938 |
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+ | 0.005 | 20.0 | 11920 | 1.1247 | 89.5413 | 33.3849 |
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+ | 0.0033 | 21.0 | 12516 | 1.1441 | 89.4950 | 31.6847 |
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+ | 0.0032 | 22.0 | 13112 | 1.1512 | 89.5298 | 32.1484 |
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+ | 0.0025 | 23.0 | 13708 | 1.1675 | 89.7151 | 32.7666 |
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+ | 0.0019 | 24.0 | 14304 | 1.1738 | 89.6108 | 32.1484 |
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+ | 0.0021 | 25.0 | 14900 | 1.1742 | 89.6340 | 32.1484 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.57.3
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+ - Pytorch 2.11.0+cu128
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+ - Datasets 4.0.0
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+ - Tokenizers 0.22.2
config.json ADDED
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+ {
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+ "architectures": [
3
+ "BertForTokenClassification"
4
+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "classifier_dropout": null,
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+ "directionality": "bidi",
8
+ "dtype": "float32",
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
11
+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "<PAD>",
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+ "1": "<UNK>",
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+ "2": "PROPN,Case=Nom|Number=Sing",
16
+ "3": "PUNCT",
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+ "4": "X",
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+ "5": "DET,Number=Sing|Person=1|Poss=Yes|PronType=Prs",
19
+ "6": "NOUN,Case=Com|Number=Sing",
20
+ "7": "NOUN,Case=Nom|Number=Sing",
21
+ "8": "AUX,Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
22
+ "9": "CCONJ",
23
+ "10": "ADV,PronType=Int",
24
+ "11": "ADV,Degree=Cmp",
25
+ "12": "VERB,Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
26
+ "13": "ADV,Deixis=Prox|PronType=Dem",
27
+ "14": "PRON,Case=All|Number=Sing|Person=1|PronType=Prs",
28
+ "15": "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
29
+ "16": "DET,PronType=Int",
30
+ "17": "NOUN,Case=Gen|Number=Plur",
31
+ "18": "ADP",
32
+ "19": "VERB,Mood=Sub|Number=Sing|Person=2|VerbForm=Fin",
33
+ "20": "PART",
34
+ "21": "DET,Deixis=Remt|PronType=Dem",
35
+ "22": "NPROP,Case=Nom|Number=Sing",
36
+ "23": "ADJ",
37
+ "24": "NOUN,Case=Ine|Number=Sing",
38
+ "25": "NOUN,Case=Nom|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Act",
39
+ "26": "AUX,Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
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+ "27": "PART,Polarity=Neg",
41
+ "28": "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
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+ "29": "SCONJ",
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+ "30": "NOUN,Case=Equ|Number=Sing",
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+ "31": "INTJ",
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+ "32": "PRON,Case=Ine|Deixis=Remt|Number=Sing|PronType=Dem",
46
+ "33": "NUM,Case=Nom|NumType=Card|Number=Sing",
47
+ "34": "NOUN,Case=Nom|Number=Count",
48
+ "35": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
49
+ "36": "PRON,Case=Ine|Deixis=Prox|Number=Sing|PronType=Dem",
50
+ "37": "PRON,Case=Nom|Number=Sing|Person=1|PronType=Prs",
51
+ "38": "NUM,Case=Abl|NumType=Card|Number=Sing",
52
+ "39": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
53
+ "40": "ADV,Deixis=Remt|PronType=Dem",
54
+ "41": "PRON,Case=Nom|Number=Plur|Person=1|PronType=Prs",
55
+ "42": "ADV",
56
+ "43": "VERB,Tense=Fut|VerbForm=Part|Voice=Pass",
57
+ "44": "PRON,Case=Dat|Number=Plur|Person=2|PronType=Prs",
58
+ "45": "AUX,Mood=Ind|Number=Sing|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin",
59
+ "46": "INTJ,Polarity=Neg",
60
+ "47": "NPROP,Case=Gen|Number=Sing",
61
+ "48": "PRON,Case=Nom|Number=Sing",
62
+ "49": "PRON,Case=Nom|Number=Sing|Person=3|PronType=Prs|Reflex=Yes",
63
+ "50": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
64
+ "51": "AUX,Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
65
+ "52": "PRON,Case=Gen|Number=Sing|Person=3|PronType=Prs",
66
+ "53": "VERB,Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
67
+ "54": "PRON,Case=Gen|Number=Plur|Person=1|PronType=Prs",
68
+ "55": "VERB,VerbForm=Inf",
69
+ "56": "ADV,PronType=Dem",
70
+ "57": "NOUN,Case=Dat|Number=Sing",
71
+ "58": "DET,Number=Sing|Person=3|Poss=Yes|PronType=Prs",
72
+ "59": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
73
+ "60": "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
74
+ "61": "DET,Number=Plur|Person=1|Poss=Yes|PronType=Prs",
75
+ "62": "PRON,Case=Gen|Deixis=Remt|Number=Sing|PronType=Dem",
76
+ "63": "PRON,Case=Gen|Number=Sing|Person=1|PronType=Prs",
77
+ "64": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
78
+ "65": "NPROP,Case=Ine|Number=Sing",
79
+ "66": "NOUN,Case=All|Number=Sing",
80
+ "67": "AUX,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
81
+ "68": "PRON,Case=Nom|Deixis=Prox|Number=Sing|PronType=Dem",
82
+ "69": "PRON,Case=Nom|Number=Sing|PronType=Int",
83
+ "70": "PRON,Case=Nom|Deixis=Remt|Number=Sing|PronType=Dem",
84
+ "71": "ADV,PronType=Ind",
85
+ "72": "VERB,Mood=Sub|Number=Plur|Person=3|VerbForm=Fin",
86
+ "73": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
87
+ "74": "NOUN,Case=Gen|Degree=Cmp|Number=Plur",
88
+ "75": "DET,Number=Plur|Person=3|Poss=Yes|PronType=Prs",
89
+ "76": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
90
+ "77": "VERB,Mood=Imp|Number=Plur|Person=2|VerbForm=Fin",
91
+ "78": "NPROP,Case=Abl|Number=Sing",
92
+ "79": "PRON,Case=Gen|Number=Plur|Person=3|PronType=Prs",
93
+ "80": "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
94
+ "81": "NOUN,Case=Nom|Number=Plur",
95
+ "82": "PRON,Case=Dat|Number=Sing|Person=1|PronType=Prs",
96
+ "83": "NOUN,Case=Abl|Number=Sing",
97
+ "84": "NOUN,Case=Nom|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
98
+ "85": "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
99
+ "86": "DET,PronType=Tot",
100
+ "87": "DET,Deixis=Prox|PronType=Dem",
101
+ "88": "PRON,Case=All|Number=Sing|Person=3|PronType=Prs",
102
+ "89": "PRON,Case=Nom|Number=Sing|PronType=Neg",
103
+ "90": "VERB,Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin",
104
+ "91": "NPROP,Case=All|Number=Sing",
105
+ "92": "NOUN,Case=Gen|Number=Sing",
106
+ "93": "NOUN,Case=Dat|Number=Plur",
107
+ "94": "ADJ,Degree=Cmp",
108
+ "95": "VERB,Aspect=Perf|VerbForm=Inf",
109
+ "96": "PRON,Case=Gen|Number=Plur|Person=3|PronType=Prs|Reflex=Yes",
110
+ "97": "NOUN,Case=Sup|Number=Sing",
111
+ "98": "AUX,Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
112
+ "99": "PRON,Case=Nom|Number=Sing|PronType=Ind",
113
+ "100": "VERB,Aspect=Perf|Mood=Opt|Number=Sing|Person=3|VerbForm=Fin",
114
+ "101": "AUX,Mood=Opt|Number=Plur|Person=3|VerbForm=Fin",
115
+ "102": "VERB,VerbForm=Conv",
116
+ "103": "AUX,Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
117
+ "104": "DET,PronType=Ind",
118
+ "105": "NOUN,Case=Com|Number=Plur",
119
+ "106": "PRON,Case=Abl|Number=Plur|Person=1|PronType=Prs",
120
+ "107": "AUX,Aspect=Perf|Mood=Imp|Number=Plur|Person=2|VerbForm=Fin",
121
+ "108": "PRON,Case=All|Number=Plur|Person=3|PronType=Prs",
122
+ "109": "PRON,Case=Dat|Number=Plur|Person=3|PronType=Prs",
123
+ "110": "PRON,Case=Dat|Deixis=Remt|Number=Plur|PronType=Dem",
124
+ "111": "PRON,Case=All|Number=Plur|Person=1|PronType=Prs",
125
+ "112": "PRON,Case=Nom|Deixis=Remt|Number=Plur|PronType=Dem",
126
+ "113": "AUX,Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
127
+ "114": "NOUN,Case=Abl|Number=Plur",
128
+ "115": "PRON,Case=Gen|Number=Sing|Person=3|PronType=Prs|Reflex=Yes",
129
+ "116": "PRON,Case=Nom|Number=Plur|PronType=Ind",
130
+ "117": "PRON,Case=Nom|Number=Plur|PronType=Int",
131
+ "118": "PRON,Case=All|Number=Sing|PronType=Int",
132
+ "119": "PRON,Case=Dat|Number=Sing|Person=3|PronType=Prs",
133
+ "120": "VERB,Aspect=Perf|Mood=Irr|Number=Plur|Person=3|VerbForm=Fin",
134
+ "121": "DET,Number=Sing|Person=2|Poss=Yes|PronType=Prs",
135
+ "122": "VERB,Mood=Imp|Number=Sing|Person=2|VerbForm=Fin",
136
+ "123": "PRON,Case=Dat|Number=Sing|Person=2|PronType=Prs",
137
+ "124": "VERB,Aspect=Perf|Mood=Sub|Number=Sing|Person=3|VerbForm=Fin",
138
+ "125": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
139
+ "126": "VERB,Mood=Irr|Number=Sing|Person=3|VerbForm=Fin",
140
+ "127": "VERB,Aspect=Perf|Mood=Imp|Number=Sing|Person=2|VerbForm=Fin",
141
+ "128": "PRON,Case=All|Deixis=Remt|Number=Sing|PronType=Dem",
142
+ "129": "ADV,VerbForm=Conv2",
143
+ "130": "AUX,Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
144
+ "131": "PRON,Case=All|Number=Sing|Person=2|PronType=Prs",
145
+ "132": "PRON,Case=Ine|Number=Sing|Person=3|PronType=Prs",
146
+ "133": "PRON,Case=Gen|Deixis=Remt|Number=Plur|PronType=Dem",
147
+ "134": "PRON,Case=Nom|Number=Sing|PronType=Tot",
148
+ "135": "PRON,Case=Gen|Number=Sing|PronType=Int",
149
+ "136": "NOUN,Case=Nom|Degree=Cmp|Number=Plur",
150
+ "137": "NOUN,Case=All|Number=Sing|VerbForm=Inf",
151
+ "138": "SCONJ,VerbForm=Conv",
152
+ "139": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin",
153
+ "140": "ADJ,Aspect=Perf|Tense=Pres|VerbForm=Part|Voice=Act",
154
+ "141": "PRON,Case=Com|Number=Sing|PronType=Rcp",
155
+ "142": "PRON,Case=All|Number=Plur|Person=2|PronType=Prs",
156
+ "143": "PRON,Case=Nom|Number=Plur|Person=1|Poss=Yes|PronType=Prs|Reflex=Yes",
157
+ "144": "AUX,Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
158
+ "145": "VERB,Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
159
+ "146": "NOUN,Case=Nom|Number=Plur|Tense=Pres|VerbForm=Part|Voice=Act",
160
+ "147": "VERB,Mood=Sub|Number=Sing|Person=1|VerbForm=Fin",
161
+ "148": "PRON,Case=Nom|Deixis=Prox|Number=Plur|PronType=Dem",
162
+ "149": "AUX,Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
163
+ "150": "PRON,Case=Dat|Number=Plur|Person=1|PronType=Prs",
164
+ "151": "ADV,PronType=Neg",
165
+ "152": "VERB,Aspect=Perf|Mood=Sub|Number=Sing|Person=1|VerbForm=Fin",
166
+ "153": "PRON,Case=Com|Deixis=Prox|Number=Sing|PronType=Dem",
167
+ "154": "AUX,Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
168
+ "155": "AUX,Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
169
+ "156": "PRON,Case=Dat|Number=Sing|Person=1|PronType=Prs|Reflex=Yes",
170
+ "157": "PRON,Case=Abl|Number=Plur|Person=3|PronType=Prs",
171
+ "158": "PRON,Case=Com|Number=Plur|Person=3|PronType=Prs",
172
+ "159": "VERB,Aspect=Perf|Mood=Sub|Number=Plur|Person=1|VerbForm=Fin",
173
+ "160": "VERB,Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin",
174
+ "161": "ADV,VerbForm=Conv",
175
+ "162": "AUX,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
176
+ "163": "PRON,Case=Com|Number=Sing|Person=3|PronType=Prs",
177
+ "164": "NOUN,Case=Sup|Number=Plur",
178
+ "165": "PRON,Case=Ine|Number=Sing",
179
+ "166": "NOUN,Case=Ine|Number=Plur",
180
+ "167": "ADJ,NumType=Ord",
181
+ "168": "AUX,Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
182
+ "169": "AUX,Mood=Sub|Number=Sing|Person=1|VerbForm=Fin",
183
+ "170": "NUM,Case=Nom|NumType=Card|Number=Plur",
184
+ "171": "PRON,Case=Abl|Number=Sing|Person=3|PronType=Prs",
185
+ "172": "NPROP,Case=Abl|Number=Plur",
186
+ "173": "VERB,Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
187
+ "174": "ADJ,Tense=Pres|VerbForm=Part|Voice=Act",
188
+ "175": "AUX,Mood=Sub|Number=Plur|Person=3|VerbForm=Fin",
189
+ "176": "PRON,Case=Nom|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
190
+ "177": "AUX,Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
191
+ "178": "VERB,Aspect=Perf|Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
192
+ "179": "AUX,Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin",
193
+ "180": "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin",
194
+ "181": "VERB,Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
195
+ "182": "NOUN,Case=Abl|Degree=Cmp|Number=Sing",
196
+ "183": "AUX,Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin",
197
+ "184": "PRON,Case=All|Number=Plur|Person=1|PronType=Prs|Reflex=Yes",
198
+ "185": "VERB,Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
199
+ "186": "DET,Number=Plur|Person=2|Poss=Yes|PronType=Prs",
200
+ "187": "NOUN,Case=All|Number=Plur",
201
+ "188": "VERB,Aspect=Perf|Mood=Imp|Number=Plur|Person=2|VerbForm=Fin",
202
+ "189": "ADV,NumType=Ord",
203
+ "190": "PRON,Case=Nom|Number=Sing|Person=2|PronType=Prs",
204
+ "191": "VERB,Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
205
+ "192": "PRON,Case=Abl|Number=Sing|Person=1|PronType=Prs",
206
+ "193": "AUX,Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
207
+ "194": "PRON,Case=Gen|Number=Plur|Person=1|PronType=Prs|Reflex=Yes",
208
+ "195": "VERB,Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
209
+ "196": "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin",
210
+ "197": "NOUN,Aspect=Perf|Case=Nom|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
211
+ "198": "AUX,VerbForm=Inf",
212
+ "199": "PRON,Case=Gen|Number=Sing|Person=2|PronType=Prs",
213
+ "200": "AUX,Aspect=Perf|Mood=Sub|Number=Plur|Person=3|VerbForm=Fin",
214
+ "201": "PRON,Case=Dir|Deixis=Prox|Number=Sing|PronType=Dem",
215
+ "202": "PRON,Case=Sup|Number=Sing|Person=1|PronType=Prs",
216
+ "203": "PRON,Case=Nom|Number=Plur|Person=2|PronType=Prs",
217
+ "204": "PRON,Case=All|Number=Sing|PronType=Rcp",
218
+ "205": "NOUN,Case=Gen|Number=Plur|Tense=Pres|VerbForm=Part|Voice=Act",
219
+ "206": "VERB,Mood=Sub|Number=Sing|Person=3|VerbForm=Fin",
220
+ "207": "AUX,Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
221
+ "208": "VERB,Mood=Sub|Number=Plur|Person=2|VerbForm=Fin",
222
+ "209": "PRON,Case=All|Number=Plur|Person=3|PronType=Prs|Reflex=Yes",
223
+ "210": "PRON,Case=Sup|Number=Sing|PronType=Int",
224
+ "211": "NOUN,Case=Dat|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Act",
225
+ "212": "AUX,Aspect=Perf|Mood=Sub|Number=Sing|Person=2|VerbForm=Fin",
226
+ "213": "PRON,Case=Abl|Number=Sing|Person=2|PronType=Prs",
227
+ "214": "AUX,Aspect=Perf|Mood=Imp|Number=Sing|Person=2|VerbForm=Fin",
228
+ "215": "PRON,Case=Rcs|Deixis=Prox|Number=Sing|PronType=Dem",
229
+ "216": "VERB,Mood=Ind|Number=Sing|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin",
230
+ "217": "PRON,Case=Abl|Number=Plur|Person=2|PronType=Prs|Reflex=Yes",
231
+ "218": "VERB,Tense=Pres|VerbForm=Part|Voice=Act",
232
+ "219": "AUX,Mood=Irr|Number=Sing|Person=3|VerbForm=Fin",
233
+ "220": "VERB,Aspect=Perf|Mood=Sub|Number=Plur|Person=3|VerbForm=Fin",
234
+ "221": "AUX,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin",
235
+ "222": "PRON,Case=Gen|Number=Sing|Person=1|PronType=Prs|Reflex=Yes",
236
+ "223": "PRON,Case=Abl|Number=Sing",
237
+ "224": "PRON,Case=Dat|Deixis=Remt|Number=Sing|PronType=Dem",
238
+ "225": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
239
+ "226": "PRON,Case=Gen|Number=Sing",
240
+ "227": "PRON,Case=Com|Number=Sing|Person=1|PronType=Prs",
241
+ "228": "NPROP,Case=Dat|Number=Sing",
242
+ "229": "PRON,Case=Nom|Number=Sing|Person=1|PronType=Prs|Reflex=Yes",
243
+ "230": "PRON,Case=Gen|Number=Sing|PronType=Neg",
244
+ "231": "AUX,Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
245
+ "232": "PRON,Case=Dir|Deixis=Remt|Number=Sing|PronType=Dem",
246
+ "233": "NOUN,Case=Nom|Number=Sing|Tense=Fut|VerbForm=Part|Voice=Pass",
247
+ "234": "VERB,Mood=Sub|Number=Sing|Person=0|VerbForm=Fin",
248
+ "235": "PRON,Case=Nom|Number=Plur",
249
+ "236": "AUX,Aspect=Perf|Mood=Sub|Number=Sing|Person=3|VerbForm=Fin",
250
+ "237": "PRON,Case=Gen|Deixis=Prox|Number=Sing|PronType=Dem",
251
+ "238": "VERB,Tense=Past|VerbForm=Part|Voice=Pass",
252
+ "239": "AUX,Mood=Imp|Number=Plur|Person=1|VerbForm=Fin",
253
+ "240": "PRON,Case=Gen|Number=Sing|PronType=Tot",
254
+ "241": "NOUN,Case=Gen|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
255
+ "242": "VERB,Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
256
+ "243": "PRON,Case=Rcs|Deixis=Remt|Number=Sing|PronType=Dem",
257
+ "244": "PRON,Case=Nom|Number=Sing|Person=2|PronType=Prs|Reflex=Yes",
258
+ "245": "VERB,Aspect=Imp|Mood=Ind|Number=Sing|Person=1|Tense=Past|VerbForm=Fin",
259
+ "246": "AUX,Aspect=Perf|Mood=Ind|Number=Plur|Person=1|Tense=Past|VerbForm=Fin",
260
+ "247": "PRON,Case=Dat|Number=Plur|Person=1|PronType=Prs|Reflex=Yes",
261
+ "248": "VERB,Mood=Irr|Number=Sing|Person=2|VerbForm=Fin",
262
+ "249": "PRON,Case=Sup|Number=Sing|Person=3|PronType=Prs",
263
+ "250": "VERB,Mood=Opt|Number=Plur|Person=2|VerbForm=Fin",
264
+ "251": "VERB,Aspect=Perf|Mood=Sub|Number=Sing|Person=2|VerbForm=Fin",
265
+ "252": "PRON,Case=Gen|Number=Plur|Person=2|PronType=Prs",
266
+ "253": "VERB,Mood=Imp|Number=Plur|Person=1|VerbForm=Fin",
267
+ "254": "PRON,Case=Dat|Number=Sing|Person=3|PronType=Prs|Reflex=Yes",
268
+ "255": "NOUN,Case=Dat|Number=Sing|VerbForm=Inf2",
269
+ "256": "PRON,Case=Ine|Number=Plur|Person=3|PronType=Prs",
270
+ "257": "AUX,Mood=Sub|Number=Sing|Person=3|VerbForm=Fin",
271
+ "258": "PRON,Case=Dat|Number=Sing|PronType=Int",
272
+ "259": "VERB,Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin",
273
+ "260": "VERB,Aspect=Perf|Mood=Irr|Number=Plur|Person=1|VerbForm=Fin",
274
+ "261": "ADJ,VerbForm=Dest",
275
+ "262": "VERB,Mood=Irr|Number=Sing|Person=1|VerbForm=Fin",
276
+ "263": "PRON,Case=Abl|Number=Sing|PronType=Ind",
277
+ "264": "ADJ,VerbForm=Inf2",
278
+ "265": "AUX,Aspect=Perf|Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
279
+ "266": "AUX,Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
280
+ "267": "PRON,Case=Sup|Number=Plur|Person=3|PronType=Prs",
281
+ "268": "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
282
+ "269": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin",
283
+ "270": "PRON,Case=All|Number=Sing|PronType=Dem",
284
+ "271": "NOUN,Case=Abl|Number=Sing|VerbForm=Inf",
285
+ "272": "VERB,Mood=Opt|Number=Sing|Person=3|VerbForm=Fin",
286
+ "273": "PRON,Case=Sup|Deixis=Remt|Number=Sing|PronType=Dem",
287
+ "274": "PRON,Case=Com|Number=Sing",
288
+ "275": "PRON,Case=Com|Number=Sing|Person=2|PronType=Prs",
289
+ "276": "PRON,Case=Abl|Number=Sing|PronType=Int",
290
+ "277": "AUX,Mood=Opt|Number=Sing|Person=1|VerbForm=Fin",
291
+ "278": "VERB,Mood=Imp|Number=Plur|Person=3|VerbForm=Fin",
292
+ "279": "PRON,Case=Abl|Deixis=Remt|Number=Sing|PronType=Dem",
293
+ "280": "NOUN,Case=Nom|Number=Plur|VerbForm=Inf",
294
+ "281": "PRON,Case=All|Number=Sing",
295
+ "282": "VERB,Aspect=Perf|Mood=Irr|Number=Sing|Person=3|VerbForm=Fin",
296
+ "283": "DET,PronType=Neg",
297
+ "284": "PRON,Case=All|Deixis=Remt|Number=Plur|PronType=Dem",
298
+ "285": "NPROP,Case=Nom|Number=Plur",
299
+ "286": "AUX,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
300
+ "287": "NOUN,Case=All|Number=Sing|VerbForm=Inf2",
301
+ "288": "NPROP,Case=All|Number=Plur",
302
+ "289": "NPROP,Case=Com|Number=Sing",
303
+ "290": "NOUN,Case=Gen|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Act",
304
+ "291": "PRON,Case=Dat|Deixis=Prox|Number=Sing|PronType=Dem",
305
+ "292": "VERB,Aspect=Perf|Mood=Opt|Number=Sing|Person=1|VerbForm=Fin",
306
+ "293": "NOUN,Case=Sup|Number=Sing|VerbForm=Inf2",
307
+ "294": "AUX,Mood=Opt|Number=Sing|Person=3|VerbForm=Fin",
308
+ "295": "NOUN,Case=Nom|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
309
+ "296": "VERB,Aspect=Perf|Mood=Imp|Number=Plur|Person=3|VerbForm=Fin",
310
+ "297": "VERB,Mood=Irr|Number=Plur|Person=3|VerbForm=Fin",
311
+ "298": "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
312
+ "299": "NOUN,Case=Abl|Number=Count",
313
+ "300": "PRON,Case=Gen|Number=Sing|PronType=Rcp",
314
+ "301": "AUX,Aspect=Perf|Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
315
+ "302": "VERB,Aspect=Perf|Mood=Irr|Number=Sing|Person=1|VerbForm=Fin",
316
+ "303": "AUX,Aspect=Perf|Mood=Opt|Number=Sing|Person=3|VerbForm=Fin",
317
+ "304": "NOUN,Case=Com|Number=Count",
318
+ "305": "AUX,Aspect=Perf|Mood=Sub|Number=Sing|Person=1|VerbForm=Fin",
319
+ "306": "PRON,Case=Dat|Number=Sing|PronType=Neg",
320
+ "307": "PRON,Case=Abl|Number=Plur|PronType=Ind",
321
+ "308": "AUX,Aspect=Perf|Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin",
322
+ "309": "ADV,PronType=Tot",
323
+ "310": "PRON,Case=Sup|Number=Sing|PronType=Rcp",
324
+ "311": "PRON,Case=All|Number=Sing|Person=1|PronType=Prs|Reflex=Yes",
325
+ "312": "NOUN,Case=Nom|Number=Plur|VerbForm=Inf2",
326
+ "313": "ADJ,Tense=Fut|VerbForm=Part|Voice=Pass",
327
+ "314": "PRON,Case=All|Number=Plur",
328
+ "315": "PRON,Case=All|Number=Sing|Person=3|PronType=Prs|Reflex=Yes",
329
+ "316": "AUX,Mood=Imp|Number=Plur|Person=2|VerbForm=Fin",
330
+ "317": "NOUN,Case=Nom|Number=Sing|VerbForm=Conv",
331
+ "318": "PRON,Case=Com|Number=Plur|Person=1|PronType=Prs",
332
+ "319": "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
333
+ "320": "NOUN,Case=Nom|Degree=Cmp|Number=Sing",
334
+ "321": "AUX,Mood=Imp|Number=Sing|Person=2|VerbForm=Fin",
335
+ "322": "VERB,VerbForm=Inf2",
336
+ "323": "PRON,Case=All|Number=Sing|PronType=Tot",
337
+ "324": "VERB,Aspect=Perf|Tense=Fut|VerbForm=Part|Voice=Pass",
338
+ "325": "VERB,Aspect=Perf|Mood=Irr|Number=Sing|Person=2|VerbForm=Fin",
339
+ "326": "ADJ,Tense=Past|VerbForm=Part|Voice=Pass",
340
+ "327": "NOUN,Case=Ine|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
341
+ "328": "VERB,Aspect=Perf|VerbForm=Conv",
342
+ "329": "VERB,Aspect=Imp|Mood=Ind|Number=Sing|Person=2|Tense=Past|VerbForm=Fin",
343
+ "330": "NOUN,Case=Dir|Number=Plur",
344
+ "331": "PRON,Case=Nom|Number=Sing|Person=1|Poss=Yes|PronType=Prs",
345
+ "332": "VERB,Aspect=Perf|Tense=Pres|VerbForm=Part|Voice=Act",
346
+ "333": "VERB,Aspect=Perf|Tense=Past|VerbForm=Part|Voice=Pass",
347
+ "334": "NOUN,Case=Com|Number=Plur|VerbForm=Conv",
348
+ "335": "NOUN,Case=All|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
349
+ "336": "PRON,Case=Abl|Deixis=Remt|Number=Plur|PronType=Dem",
350
+ "337": "VERB,Mood=Sub|Number=Plur|Person=1|VerbForm=Fin",
351
+ "338": "VERB,Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
352
+ "339": "PRON,Case=Ine|Number=Plur|PronType=Int",
353
+ "340": "NPROP,Case=Gen|Number=Plur",
354
+ "341": "NOUN,Case=Abl|Number=Sing|VerbForm=Inf2",
355
+ "342": "VERB,Aspect=Perf|VerbForm=Inf2",
356
+ "343": "ADJ,Aspect=Perf|VerbForm=Inf2",
357
+ "344": "PRON,Case=Gen|Number=Sing|PronType=Ind",
358
+ "345": "NOUN,Case=All|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
359
+ "346": "NPROP,Case=Gen|Number=Sing|VerbForm=Inf2",
360
+ "347": "ADV,Aspect=Perf|VerbForm=Inf2",
361
+ "348": "VERB,VerbForm=Conv2",
362
+ "349": "PRON,Case=Abl|Number=Plur|Person=1|PronType=Prs|Reflex=Yes",
363
+ "350": "AUX,Mood=Irr|Number=Sing|Person=1|VerbForm=Fin",
364
+ "351": "NOUN,Case=Dat|Number=Plur|Tense=Pres|VerbForm=Part|Voice=Act",
365
+ "352": "NOUN,Case=Nom|Number=Plur|Tense=Fut|VerbForm=Part|Voice=Pass",
366
+ "353": "NOUN,Case=Com|Degree=Cmp|Number=Plur",
367
+ "354": "NOUN,Case=Gen|Number=Count",
368
+ "355": "NUM,Case=Dat|NumType=Card|Number=Sing",
369
+ "356": "NOUN,Case=Gen|Number=Plur|VerbForm=Inf2",
370
+ "357": "NUM,Case=Nom|NumType=Distr|Number=Sing",
371
+ "358": "VERB,Mood=Opt|Number=Sing|Person=1|VerbForm=Fin",
372
+ "359": "PRON,Case=Nom|Number=Plur|Person=3|PronType=Prs|Reflex=Yes",
373
+ "360": "VERB,Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
374
+ "361": "PRON,Case=Dat|Number=Sing|PronType=Tot",
375
+ "362": "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
376
+ "363": "NOUN,Case=Abl|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Act",
377
+ "364": "PRON,Case=Sup|Number=Sing",
378
+ "365": "ADJ,VerbForm=Conv",
379
+ "366": "AUX,Aspect=Perf|VerbForm=Inf",
380
+ "367": "NOUN,Case=Ine|Number=Sing|VerbForm=Inf2",
381
+ "368": "PRON,Case=Nom|Number=Sing|Person=3|PronType=Prs",
382
+ "369": "ADV,Degree=Cmp|NumType=Ord",
383
+ "370": "PRON,Case=All|Deixis=Prox|Number=Sing|PronType=Dem",
384
+ "371": "NOUN,Case=Nom|Number=Sing|VerbForm=Inf2",
385
+ "372": "PRON,Case=Dat|Number=Plur|Person=1|Poss=Yes|PronType=Prs",
386
+ "373": "PRON,Case=Abl|Number=Sing|Person=1|PronType=Prs|Reflex=Yes",
387
+ "374": "PRON,Case=Nom|Number=Plur|Person=1|PronType=Prs|Reflex=Yes",
388
+ "375": "PRON,Case=Com|Deixis=Remt|Number=Plur|PronType=Dem",
389
+ "376": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
390
+ "377": "NOUN,Case=All|Number=Count",
391
+ "378": "PRON,Case=Sup|Deixis=Remt|Number=Plur|PronType=Dem",
392
+ "379": "PRON,Case=Com|Deixis=Remt|Number=Sing|PronType=Dem",
393
+ "380": "PRON,Case=Nom|Number=Plur|Person=1|Poss=Yes|PronType=Prs",
394
+ "381": "AUX,Aspect=Perf|Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
395
+ "382": "PRON,Case=Abl|Number=Sing|PronType=Rcp",
396
+ "383": "PRON,Case=Equ|Deixis=Remt|Number=Sing|PronType=Dem",
397
+ "384": "DET",
398
+ "385": "NOUN,Case=Gen|Number=Count|VerbForm=Inf2",
399
+ "386": "AUX,Aspect=Perf|Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
400
+ "387": "PRON,Case=Dat|Number=Sing|PronType=Ind",
401
+ "388": "VERB,Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin",
402
+ "389": "NOUN,Case=Abl|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
403
+ "390": "PRON,Case=Gen|Number=Sing|PronType=Dem",
404
+ "391": "NOUN,Aspect=Perf|Case=Nom|Number=Plur|Tense=Pres|VerbForm=Part|Voice=Act",
405
+ "392": "PRON,Case=Abl|Number=Sing|Person=2|PronType=Prs|Reflex=Yes",
406
+ "393": "NOUN,Case=Rcs|Number=Sing",
407
+ "394": "PRON,Case=Dat|Deixis=Prox|Number=Plur|PronType=Dem",
408
+ "395": "PRON,Case=Gen|Number=Plur|Person=2|PronType=Prs|Reflex=Yes",
409
+ "396": "VERB,Aspect=Perf|Mood=Sub|Number=Plur|Person=2|VerbForm=Fin",
410
+ "397": "NOUN,Case=Gen|Degree=Cmp|Number=Sing",
411
+ "398": "ADJ,Aspect=Perf|VerbForm=Conv",
412
+ "399": "NOUN,Case=Sup|Degree=Cmp|Number=Sing",
413
+ "400": "ADJ,Degree=Cmp|Tense=Past|VerbForm=Part|Voice=Pass",
414
+ "401": "NOUN,Aspect=Perf|Case=Abl|Number=Sing|VerbForm=Inf",
415
+ "402": "VERB,Aspect=Perf|Mood=Opt|Number=Plur|Person=3|VerbForm=Fin",
416
+ "403": "AUX,Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
417
+ "404": "CCONJ,Polarity=Neg",
418
+ "405": "NOUN,Case=Nom|NumType=Ord|Number=Plur",
419
+ "406": "NOUN,Case=All|Number=Plur|VerbForm=Inf2",
420
+ "407": "NOUN,Case=Nom|Number=Count|Tense=Pres|VerbForm=Part|Voice=Act",
421
+ "408": "AUX,Aspect=Perf|Mood=Sub|Number=Plur|Person=1|VerbForm=Fin",
422
+ "409": "PRON,Case=Dat|Number=Sing|PronType=Rcp",
423
+ "410": "AUX,Mood=Irr|Number=Plur|Person=3|VerbForm=Fin",
424
+ "411": "AUX,Aspect=Perf|Mood=Irr|Number=Plur|Person=3|VerbForm=Fin",
425
+ "412": "PRON,Case=Nom|Number=Plur|PronType=Neg",
426
+ "413": "PRON,Case=Gen|Number=Plur",
427
+ "414": "NOUN,Case=Sup|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
428
+ "415": "NPROP,Case=Ine|Number=Sing|VerbForm=Inf2",
429
+ "416": "VERB,Mood=Irr|Number=Plur|Person=2|VerbForm=Fin",
430
+ "417": "NOUN,Case=Dat|Number=Count",
431
+ "418": "NOUN,Case=Equ|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
432
+ "419": "PRON,Case=Gen|Number=Plur|PronType=Ind",
433
+ "420": "NOUN,Case=Nom|Number=Sing|Tense=Pres|VerbForm=Part2|Voice=Act",
434
+ "421": "AUX,Mood=Sub|Number=Sing|Person=2|VerbForm=Fin",
435
+ "422": "PRON,Case=All|Number=Sing|PronType=Neg",
436
+ "423": "SCONJ,Polarity=Neg",
437
+ "424": "PRON,Case=Rcs|Number=Sing|PronType=Int",
438
+ "425": "AUX,Aspect=Perf|Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
439
+ "426": "PRON,Case=Gen|Deixis=Prox|Number=Plur|PronType=Dem",
440
+ "427": "PRON,Case=Sup|Number=Plur|Person=1|PronType=Prs",
441
+ "428": "PRON,Case=Abl|Number=Plur|Person=2|PronType=Prs",
442
+ "429": "PRON,Case=Ine|Number=Plur|PronType=Ind",
443
+ "430": "NOUN,Aspect=Perf|Case=All|Number=Sing|VerbForm=Inf",
444
+ "431": "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
445
+ "432": "AUX,Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
446
+ "433": "PRON,Case=All|Number=Sing|PronType=Ind",
447
+ "434": "NOUN,Case=Gen|Number=Sing|VerbForm=Inf",
448
+ "435": "NOUN,Case=Nom|Number=Count|VerbForm=Inf2",
449
+ "436": "PRON,Case=Dat|Number=Plur|Person=2|PronType=Prs|Reflex=Yes",
450
+ "437": "NOUN,Case=Ine|Number=Plur|VerbForm=Inf2",
451
+ "438": "PRON,Case=Nom|Number=Plur|Person=2|PronType=Prs|Reflex=Yes",
452
+ "439": "PRON,Case=Sup|Number=Plur|Person=2|PronType=Prs",
453
+ "440": "PRON,Case=Nom|Number=Plur|PronType=Tot",
454
+ "441": "NOUN,Aspect=Perf|Case=All|Number=Sing|Tense=Past|VerbForm=Part|Voice=Pass",
455
+ "442": "PRON,Case=Dat|Number=Sing",
456
+ "443": "NOUN,Case=Ine|Number=Sing|Tense=Pres|VerbForm=Part|Voice=Act",
457
+ "444": "DET,Degree=Cmp",
458
+ "445": "PRON,Case=Nom|NumType=Distr|Number=Sing|PronType=Ind",
459
+ "446": "NOUN,Case=Nom|Number=Sing|VerbForm=Inf",
460
+ "447": "NOUN,Case=Dat|Degree=Cmp|Number=Sing",
461
+ "448": "AUX,Aspect=Perf|Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin",
462
+ "449": "AUX,Aspect=Perf|Mood=Opt|Number=Plur|Person=3|VerbForm=Fin",
463
+ "450": "PRON,Case=Abl|Number=Sing|PronType=Dem",
464
+ "451": "NOUN,Case=Gen|Number=Plur|Tense=Fut|VerbForm=Part|Voice=Pass",
465
+ "452": "PRON,Case=Ine|Number=Sing|PronType=Dem",
466
+ "453": "NOUN,Case=Abl|Number=Sing|Tense=Fut|VerbForm=Part|Voice=Pass",
467
+ "454": "NOUN,Case=All|Degree=Cmp|Number=Plur",
468
+ "455": "NOUN,Case=Abl|Number=Sing|VerbForm=Dest",
469
+ "456": "NPROP,Case=Ine|Number=Plur|VerbForm=Inf2",
470
+ "457": "VERB,Mood=Opt|Number=Plur|Person=3|VerbForm=Fin",
471
+ "458": "NOUN,Aspect=Perf|Case=Gen|Number=Sing|VerbForm=Inf2",
472
+ "459": "NOUN,Case=Abl|Number=Plur|Tense=Pres|VerbForm=Part|Voice=Act",
473
+ "460": "PRON,Case=Rcs|Number=Plur|Person=1|PronType=Prs",
474
+ "461": "PRON,Case=Abl|Number=Sing|PronType=Neg",
475
+ "462": "NOUN,Case=Sup|Number=Sing|VerbForm=Inf",
476
+ "463": "AUX,Aspect=Perf|Mood=Irr|Number=Sing|Person=3|VerbForm=Fin",
477
+ "464": "VERB,Aspect=Perf|Mood=Imp|Number=Plur|Person=1|VerbForm=Fin",
478
+ "465": "AUX,Aspect=Perf|Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
479
+ "466": "VERB,Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
480
+ "467": "NOUN,Case=All|NumType=Ord|Number=Plur",
481
+ "468": "AUX,VerbForm=Inf2",
482
+ "469": "PRON,Case=Abl|Number=Plur",
483
+ "470": "NOUN,Case=Abl|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
484
+ "471": "NOUN,Aspect=Perf|Case=Abl|Number=Plur|VerbForm=Inf2",
485
+ "472": "NOUN,Case=Nom|Number=Count|Tense=Past|VerbForm=Part|Voice=Pass",
486
+ "473": "AUX,Mood=Sub|Number=Plur|Person=1|VerbForm=Fin",
487
+ "474": "PRON,Case=Ine|Deixis=Remt|Number=Plur|PronType=Dem",
488
+ "475": "PRON,Case=Abl|Number=Sing|PronType=Tot",
489
+ "476": "PRON,Case=All|Number=Plur|Person=2|PronType=Prs|Reflex=Yes",
490
+ "477": "PRON,Case=Gen|Number=Sing|Person=2|PronType=Prs|Reflex=Yes",
491
+ "478": "VERB,Mood=Imp|Number=Sing|Person=0|VerbForm=Fin",
492
+ "479": "NOUN,Case=Gen|Number=Sing|VerbForm=Inf2",
493
+ "480": "PRON,Case=Com|Number=Plur|PronType=Ind",
494
+ "481": "PRON,Case=All|Deixis=Prox|Number=Plur|PronType=Dem",
495
+ "482": "PRON,Case=Nom|Deixis=Remt|Number=Sing|Number[psor]=Plur|Poss=Yes|PronType=Dem",
496
+ "483": "PRON,Case=Sup|Number=Sing|Person=1|PronType=Prs|Reflex=Yes",
497
+ "484": "AUX,VerbForm=Conv",
498
+ "485": "NUM,Case=All|NumType=Card|Number=Sing",
499
+ "486": "AUX,Aspect=Perf|Mood=Opt|Number=Sing|Person=1|VerbForm=Fin",
500
+ "487": "NOUN,Case=Dat|Number=Plur|Tense=Past|VerbForm=Part|Voice=Pass",
501
+ "488": "NOUN,Case=Dat|Degree=Cmp|Number=Plur",
502
+ "489": "ADV,Aspect=Perf|VerbForm=Conv2",
503
+ "490": "NPROP,Case=Sup|Number=Sing",
504
+ "491": "AUX,Mood=Ind|Number=Plur|Person=2|Tense=Past|VerbForm=Fin",
505
+ "492": "PRON,Case=Abl|Number=Sing|Person=3|PronType=Prs|Reflex=Yes",
506
+ "493": "AUX,Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin",
507
+ "494": "PRON,Case=Com|Number=Plur|Person=2|PronType=Prs",
508
+ "495": "AUX,Mood=Imp|Number=Plur|Person=3|VerbForm=Fin",
509
+ "496": "ADJ,Tense=Pres|VerbForm=Part2|Voice=Act",
510
+ "497": "NUM,Case=Gen|NumType=Card|Number=Sing",
511
+ "498": "NOUN,Case=Dir|Number=Sing",
512
+ "499": "NOUN,Case=All|Number=Plur|Tense=Pres|VerbForm=Part|Voice=Act",
513
+ "500": "NOUN,Aspect=Perf|Case=Nom|Number=Sing|VerbForm=Inf2",
514
+ "501": "AUX,Mood=Sub|Number=Plur|Person=2|VerbForm=Fin",
515
+ "502": "PRON,Case=Sup|Number=Sing|Person=2|PronType=Prs",
516
+ "503": "NOUN,Case=All|Degree=Cmp|Number=Sing",
517
+ "504": "NOUN,Case=Nom|Number=Sing|VerbForm=Dest",
518
+ "505": "PRON,Case=Nom|Number=Sing|PronType=Rcp",
519
+ "506": "VERB,Aspect=Imp|Mood=Irr|Number=Sing|Person=2|VerbForm=Fin",
520
+ "507": "PRON,Case=Abl|Deixis=Prox|Number=Sing|PronType=Dem",
521
+ "508": "PRON,Case=Ine|Number=Plur",
522
+ "509": "NOUN,Aspect=Perf|Case=Gen|Number=Sing|VerbForm=Inf",
523
+ "510": "NOUN,Aspect=Perf|Case=Sup|Number=Sing|VerbForm=Inf",
524
+ "511": "AUX,Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
525
+ "512": "NOUN,Case=Com|Number=Sing|VerbForm=Inf2",
526
+ "513": "PRON,Case=Abl|Number=Plur|PronType=Tot",
527
+ "514": "PRON,Case=Nom|Deixis=Prox|Number=Count|PronType=Dem",
528
+ "515": "DET,Definite=Def|Number=Sing",
529
+ "516": "NOUN,Definite=Ind|Number=Sing",
530
+ "517": "PRON",
531
+ "518": "ADP,ExtPos=ADP",
532
+ "519": "VERB,Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act",
533
+ "520": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act",
534
+ "521": "NOUN,Definite=Ind|Person=3",
535
+ "522": "PRON,Number=Sing|Person=1",
536
+ "523": "NOUN,Definite=Spec|Number=Sing",
537
+ "524": "NUM",
538
+ "525": "VERB,Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act",
539
+ "526": "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act",
540
+ "527": "NOUN,Definite=Def|Number=Sing",
541
+ "528": "PART,Reflex=Yes",
542
+ "529": "PRON,Number=Sing|Person=3",
543
+ "530": "NOUN",
544
+ "531": "VERB,Aspect=Imp|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act",
545
+ "532": "NOUN,Number=Sing",
546
+ "533": "PROPN,Number=Sing",
547
+ "534": "VERB,Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act",
548
+ "535": "VERB,Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act",
549
+ "536": "AUX,Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act",
550
+ "537": "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act",
551
+ "538": "VERB,Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act",
552
+ "539": "VERB,Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act",
553
+ "540": "NUM,Definite=Ind|Number=Sing",
554
+ "541": "PRON,Number=Plur|Person=3",
555
+ "542": "VERB,Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act",
556
+ "543": "ADV,Definite=Ind|Number=Sing",
557
+ "544": "VERB,Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act",
558
+ "545": "PRON,Number=Plur|Person=1",
559
+ "546": "VERB,Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act",
560
+ "547": "PRON,Number=Sing|Person=2",
561
+ "548": "ADV,Number=Sing",
562
+ "549": "PART,Definite=Ind|Number=Sing",
563
+ "550": "VERB,Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act",
564
+ "551": "NUM,Number=Sing",
565
+ "552": "VERB,Number=Plur|Person=1|Tense=Pres|VerbForm=Fin|Voice=Act",
566
+ "553": "NOUN,Number=Plur",
567
+ "554": "PRON,Number=Plur|Person=2",
568
+ "555": "VERB,Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act",
569
+ "556": "VERB,Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act",
570
+ "557": "VERB,Mood=Imp|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin|Voice=Act",
571
+ "558": "ADJ,Definite=Def",
572
+ "559": "ADV,Definite=Spec",
573
+ "560": "NOUN,Definite=Spec|Number=Plur",
574
+ "561": "NOUN,Number=Plur|Person=3",
575
+ "562": "NOUN,Case=Nom|Definite=Def|Gender=Masc|Number=Sing",
576
+ "563": "VERB,Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
577
+ "564": "NOUN,Case=Con|Definite=Def|Gender=Masc|Number=Sing",
578
+ "565": "PROPN,Case=Nom|Definite=Def|Gender=Fem|Number=Sing",
579
+ "566": "NOUN,Case=Con|Definite=Def|Gender=Fem|Number=Sing",
580
+ "567": "ADP,AdpType=Prep",
581
+ "568": "PROPN,Case=Con|Definite=Def|Gender=Fem|Number=Sing",
582
+ "569": "DET,Case=Nom|Gender=Fem,Masc|Number=Plur,Sing|PronType=Dem",
583
+ "570": "DET,Gender=Fem,Masc|Number=Sing|PronType=Ind",
584
+ "571": "NOUN,Case=Acc|Gender=Fem|Number=Sing|PronType=Dem",
585
+ "572": "DET,Gender=Fem,Masc|Number=Plur,Sing|PronType=Ind",
586
+ "573": "NOUN,Case=Acc|Gender=Masc|Number=Plur|PronType=Dem",
587
+ "574": "PROPN,Case=Acc|Definite=Def|Gender=Fem|Number=Sing",
588
+ "575": "NOUN,Case=Acc|Gender=Fem|Number=Plur|PronType=Dem",
589
+ "576": "DET,Case=Acc|Gender=Fem|Number=Sing|PronType=Dem",
590
+ "577": "ADP,AdpType=Post",
591
+ "578": "NOUN,Case=Nom|Definite=Def|Gender=Fem|Number=Sing",
592
+ "579": "NOUN,Case=Acc|Definite=Def|Gender=Masc|Number=Plur",
593
+ "580": "NOUN,Case=Con|Definite=Def|Gender=Masc|Number=Plur",
594
+ "581": "ADP,AdpType=Post|Gender=Fem,Masc|Number=Plur",
595
+ "582": "NOUN,Case=Con|Gender=Masc|Number=Sing|PronType=Ind",
596
+ "583": "ADJ,Degree=Pos",
597
+ "584": "NUM,NumType=Card",
598
+ "585": "NOUN,Case=Con|Definite=Def|Gender=Fem|Number=Plur",
599
+ "586": "NOUN,Case=Acc|Definite=Def|Gender=Fem|Number=Sing",
600
+ "587": "VERB,Evident=Nfh|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
601
+ "588": "NOUN,Case=Nom|Definite=Def|Gender=Masc|Number=Plur",
602
+ "589": "NOUN,Case=Con|Gender=Fem|Number=Sing|PronType=Ind",
603
+ "590": "PROPN,Case=Acc|Gender=Masc|Number=Sing",
604
+ "591": "NOUN,Case=Acc|Definite=Def|Gender=Masc|Number=Sing",
605
+ "592": "PRON,Gender=Fem,Masc|Number=Plur,Sing|PronType=Prs|Reflex=Yes",
606
+ "593": "SYM",
607
+ "594": "PRON,Case=Nom|Gender=Masc|Number=Plur|PronType=Ind",
608
+ "595": "PRON,Case=Acc|Gender=Fem,Masc|Number=Plur|PronType=Dem",
609
+ "596": "AUX,Evident=Nfh|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
610
+ "597": "NOUN,Case=Acc|Definite=Def|Gender=Fem|Number=Plur",
611
+ "598": "NOUN,Case=Nom|Gender=Masc|Number=Plur",
612
+ "599": "NUM,Case=Nom|Definite=Def|Number=Plur|NumType=Card",
613
+ "600": "VERB,Number=Sing|Person=3",
614
+ "601": "PRON,Case=Nom|Gender=Fem,Masc|Number=Plur,Sing|PronType=Dem",
615
+ "602": "PRON,Case=Nom|Gender=Fem,Masc|Number=Plur,Sing|PronType=Int",
616
+ "603": "VERB,Mood=Ind|Tense=Pres|VerbForm=Fin|Voice=Act",
617
+ "604": "DET,Number=Sing",
618
+ "605": "NOUN,Definite=Def|Number=Plur",
619
+ "606": "NUM,Definite=Ind",
620
+ "607": "DET,Definite=Ind",
621
+ "608": "DET,Number=Plur",
622
+ "609": "VERB,Mood=Sub|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act",
623
+ "610": "VERB,Mood=Sub|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act",
624
+ "611": "PRON,Number=Plur",
625
+ "612": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act",
626
+ "613": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act",
627
+ "614": "PRON,Number=Sing",
628
+ "615": "PROPN",
629
+ "616": "VERB,Number=Sing|Person=3|Tense=Pres",
630
+ "617": "PRON,Definite=Ind|Number=Plur",
631
+ "618": "PRON,Person=3",
632
+ "619": "VERB,Mood=Sub|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Act",
633
+ "620": "VERB",
634
+ "621": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act",
635
+ "622": "VERB,Mood=Sub|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin|Voice=Act",
636
+ "623": "VERB,Number=Sing|Person=3|Tense=Fut",
637
+ "624": "VERB,Aspect=Imp|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act",
638
+ "625": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act",
639
+ "626": "PRON,Definite=Ind|Number=Sing|Person=3",
640
+ "627": "VERB,Number=Plur|Person=3|Tense=Pres",
641
+ "628": "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act",
642
+ "629": "DET,Definite=Ind|Number=Sing",
643
+ "630": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Cau",
644
+ "631": "NOUN,Definite=Def",
645
+ "632": "VERB,Aspect=Perf|Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin|Voice=Cau",
646
+ "633": "VERB,Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin|Voice=Act",
647
+ "634": "VERB,Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin|Voice=Cau",
648
+ "635": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin|Voice=Act",
649
+ "636": "PRON,Definite=Def|Number=Sing",
650
+ "637": "VERB,Aspect=Imp|Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin|Voice=Act",
651
+ "638": "VERB,Mood=Imp|Number=Sing|Person=2",
652
+ "639": "PRON,Case=Acc|Number=Sing|Person=2|PronType=Prs",
653
+ "640": "VERB,Mood=Sub|Number=Sing|Person=1|Tense=Pres",
654
+ "641": "PRON,Number=Plur|PronType=Dem",
655
+ "642": "PRON,Case=Acc|Number=Sing|Person=1|PronType=Prs",
656
+ "643": "NOUN,Definite=Ind|Gender=Masc",
657
+ "644": "NOUN,Gender=Masc|Number=Sing",
658
+ "645": "ADP,Gender=Masc|Number=Sing",
659
+ "646": "PRON,PronType=Prs|Reflex=Yes",
660
+ "647": "VERB,Aspect=Perf|Gender=Masc|Mood=Ind|Number=Sing|Tense=Past",
661
+ "648": "VERB,Mood=Ind|Number=Sing|Person=2|Tense=Pres",
662
+ "649": "VERB,Aspect=Perf|Gender=Masc|Number=Sing|Tense=Past",
663
+ "650": "VERB,Mood=Ind|Number=Sing|Person=1|Tense=Past",
664
+ "651": "NOUN,Gender=Fem|Number=Sing",
665
+ "652": "PRON,Number=Plur|Person=1|PronType=Prs",
666
+ "653": "VERB,Aspect=Imp|Mood=Ind|Tense=Past",
667
+ "654": "DET,Number=Plur|PronType=Dem",
668
+ "655": "VERB,Mood=Ind|Number=Plur|Person=3|Tense=Past",
669
+ "656": "VERB,Gender=Masc|Mood=Ind|Number=Sing|Person=3|Tense=Past",
670
+ "657": "PRON,PronType=Int",
671
+ "658": "VERB,Mood=Ind|Number=Sing|Person=1|Tense=Pres",
672
+ "659": "PRON,Number=Sing|PronType=Ind",
673
+ "660": "NOUN,Gender=Masc",
674
+ "661": "VERB,Gender=Masc|Number=Sing|Tense=Past",
675
+ "662": "NOUN,Gender=Fem|Number=Plur",
676
+ "663": "VERB,Mood=Ind|Number=Plur|Tense=Past",
677
+ "664": "PRON,Number=Plur|PronType=Rcp",
678
+ "665": "PRON,Case=Acc|Number=Sing|Person=3|PronType=Prs",
679
+ "666": "VERB,Gender=Fem|Mood=Ind|Number=Sing|Person=3|Tense=Past",
680
+ "667": "PRON,Person=3|PronType=Prs",
681
+ "668": "VERB,Mood=Ind|Number=Plur|Person=1|Tense=Pres",
682
+ "669": "VERB,Aspect=Perf|Mood=Ind|Number=Plur|Person=3|Tense=Past",
683
+ "670": "X,Foreign=Yes",
684
+ "671": "VERB,Mood=Sub|Number=Sing|Person=1|Polarity=Neg|Tense=Pres",
685
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+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
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