hjianganthony commited on
Commit
f96c435
1 Parent(s): 2580fb0

Update spaCy pipeline

Browse files
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ en_kyc_nerre-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
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+ transformer/model filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ tags:
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+ - spacy
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+ - token-classification
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+ language:
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+ - en
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+ model-index:
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+ - name: en_kyc_nerre
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+ results:
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+ - task:
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+ name: NER
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+ type: token-classification
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+ metrics:
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+ - name: NER Precision
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+ type: precision
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+ value: 0.6862745098
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+ - name: NER Recall
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+ type: recall
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+ value: 0.7954545455
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+ - name: NER F Score
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+ type: f_score
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+ value: 0.7368421053
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+ ---
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+ | Feature | Description |
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+ | --- | --- |
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+ | **Name** | `en_kyc_nerre` |
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+ | **Version** | `0.0.0` |
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+ | **spaCy** | `>=3.6.1,<3.7.0` |
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+ | **Default Pipeline** | `transformer`, `ner` |
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+ | **Components** | `transformer`, `ner` |
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+ | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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+ | **Sources** | n/a |
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+ | **License** | n/a |
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+ | **Author** | [n/a]() |
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+
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+ ### Label Scheme
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+
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+ <details>
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+
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+ <summary>View label scheme (3 labels for 1 components)</summary>
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+
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+ | Component | Labels |
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+ | --- | --- |
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+ | **`ner`** | `CRIME`, `PERSON`, `PROCECUTION` |
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+
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+ </details>
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+
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+ ### Accuracy
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+
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+ | Type | Score |
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+ | --- | --- |
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+ | `ENTS_F` | 73.68 |
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+ | `ENTS_P` | 68.63 |
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+ | `ENTS_R` | 79.55 |
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+ | `TRANSFORMER_LOSS` | 12977.28 |
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+ | `NER_LOSS` | 94024.87 |
config.cfg ADDED
@@ -0,0 +1,146 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ [paths]
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+ train = "data/train.spacy"
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+ dev = "data/dev.spacy"
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+ vectors = null
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+ init_tok2vec = null
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+
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+ [system]
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+ gpu_allocator = "pytorch"
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+ seed = 0
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+
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+ [nlp]
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+ lang = "en"
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+ pipeline = ["transformer","ner"]
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+ batch_size = 128
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+ disabled = []
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+ before_creation = null
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+ after_creation = null
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+ after_pipeline_creation = null
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+ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
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+
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+ [components]
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+
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+ [components.ner]
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+ factory = "ner"
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+ incorrect_spans_key = null
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+ moves = null
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+ scorer = {"@scorers":"spacy.ner_scorer.v1"}
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+ update_with_oracle_cut_size = 100
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+
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+ [components.ner.model]
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+ @architectures = "spacy.TransitionBasedParser.v2"
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+ state_type = "ner"
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+ extra_state_tokens = false
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+ hidden_width = 64
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+ maxout_pieces = 2
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+ use_upper = false
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+ nO = null
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+
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+ [components.ner.model.tok2vec]
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+ @architectures = "spacy-transformers.TransformerListener.v1"
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+ grad_factor = 1.0
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+ pooling = {"@layers":"reduce_mean.v1"}
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+ upstream = "*"
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+
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+ [components.transformer]
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+ factory = "transformer"
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+ max_batch_items = 4096
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+ set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
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+
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+ [components.transformer.model]
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+ @architectures = "spacy-transformers.TransformerModel.v3"
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+ name = "sentence-transformers/all-MiniLM-L6-v2"
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+ mixed_precision = false
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+
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+ [components.transformer.model.get_spans]
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+ @span_getters = "spacy-transformers.strided_spans.v1"
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+ window = 128
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+ stride = 96
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+
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+ [components.transformer.model.grad_scaler_config]
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+
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+ [components.transformer.model.tokenizer_config]
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+ use_fast = true
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+
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+ [components.transformer.model.transformer_config]
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+
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+ [corpora]
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+
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+ [corpora.dev]
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+ @readers = "spacy.Corpus.v1"
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+ path = ${paths.dev}
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+ max_length = 0
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+ gold_preproc = false
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+ limit = 0
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+ augmenter = null
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+
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+ [corpora.train]
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+ @readers = "spacy.Corpus.v1"
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+ path = ${paths.train}
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+ max_length = 0
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+ gold_preproc = false
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+ limit = 0
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+ augmenter = null
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+
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+ [training]
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+ accumulate_gradient = 3
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+ dev_corpus = "corpora.dev"
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+ train_corpus = "corpora.train"
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+ seed = ${system.seed}
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+ gpu_allocator = ${system.gpu_allocator}
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+ dropout = 0.1
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+ patience = 1600
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+ max_epochs = 0
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+ max_steps = 20000
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+ eval_frequency = 200
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+ frozen_components = []
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+ annotating_components = []
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+ before_to_disk = null
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+ before_update = null
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+
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+ [training.batcher]
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+ @batchers = "spacy.batch_by_padded.v1"
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+ discard_oversize = true
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+ size = 2000
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+ buffer = 256
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+ get_length = null
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+
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+ [training.logger]
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+ @loggers = "spacy.ConsoleLogger.v1"
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+ progress_bar = false
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+
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+ [training.optimizer]
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+ @optimizers = "Adam.v1"
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+ beta1 = 0.9
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+ beta2 = 0.999
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+ L2_is_weight_decay = true
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+ L2 = 0.01
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+ grad_clip = 1.0
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+ use_averages = false
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+ eps = 0.00000001
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+
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+ [training.optimizer.learn_rate]
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+ @schedules = "warmup_linear.v1"
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+ warmup_steps = 250
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+ total_steps = 20000
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+ initial_rate = 0.00005
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+
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+ [training.score_weights]
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+ ents_f = 1.0
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+ ents_p = 0.0
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+ ents_r = 0.0
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+ ents_per_type = null
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+
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+ [pretraining]
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+
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+ [initialize]
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+ vectors = ${paths.vectors}
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+ init_tok2vec = ${paths.init_tok2vec}
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+ vocab_data = null
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+ lookups = null
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+ before_init = null
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+ after_init = null
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+
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+ [initialize.components]
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+
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+ [initialize.tokenizer]
en_kyc_nerre-any-py3-none-any.whl ADDED
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+ size 83886828
meta.json ADDED
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+ {
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+ "lang":"en",
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+ "name":"kyc_nerre",
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+ "version":"0.0.0",
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+ "description":"",
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+ "author":"",
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+ "email":"",
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+ "url":"",
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+ "license":"",
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+ "spacy_git_version":"458bc5f45",
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+ "name":null
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+ "labels":{
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+ "transformer":[
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+ ],
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+ "ner":[
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+ "CRIME",
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+ "PERSON",
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+ "PROCECUTION"
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+ ]
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+ },
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+ "pipeline":[
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+ "transformer",
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+ "ner"
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+ ],
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+ "components":[
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+ "transformer",
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+ "ner"
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+ ],
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+ "disabled":[
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+ ],
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+ "performance":{
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+ "ents_f":0.7368421053,
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+ "ents_p":0.6862745098,
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+ "ents_per_type":{
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+ "p":0.7419354839,
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+ "r":1.0,
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+ "f":0.8518518519
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+ },
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+ "CRIME":{
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+ "p":0.6666666667,
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+ "r":0.6315789474,
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+ "f":0.6486486486
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+ },
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+ "PROCECUTION":{
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+ "r":0.0,
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+ "f":0.0
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+ }
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+ },
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+ "transformer_loss":129.772788362,
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+ "ner_loss":940.2487218598
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+ },
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+ "requirements":[
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+ "spacy-transformers>=1.3.2,<1.4.0"
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+ ]
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+ }
ner/cfg ADDED
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+ {
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+ "moves":null,
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+ "update_with_oracle_cut_size":100,
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+ "multitasks":[
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+
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+ ],
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+ "min_action_freq":1,
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+ "learn_tokens":false,
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+ "beam_width":1,
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+ "beam_density":0.0,
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+ "beam_update_prob":0.0,
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+ "incorrect_spans_key":null
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+ }
ner/model ADDED
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+ "Corsa",
492
+ "Cos",
493
+ "Could",
494
+ "Coultry",
495
+ "County",
496
+ "Court",
497
+ "Coz",
498
+ "Craft",
499
+ "Crosby",
500
+ "Cunningham",
501
+ "Curtis",
502
+ "Cushmore",
503
+ "Custody",
504
+ "Cuz",
505
+ "C\u2019m",
506
+ "D",
507
+ "D.",
508
+ "D.C.",
509
+ "DARIUS",
510
+ "DAVIS",
511
+ "DESIREE",
512
+ "DIE",
513
+ "DOJ",
514
+ "DOOLING",
515
+ "DOUGLAS",
516
+ "Daley",
517
+ "Dallas",
518
+ "Dalton",
519
+ "Damian",
520
+ "Daniel",
521
+ "Dare",
522
+ "Darius",
523
+ "DeCarlo",
524
+ "Death",
525
+ "Debra",
526
+ "Dec",
527
+ "Dec.",
528
+ "December",
529
+ "Del",
530
+ "Del.",
531
+ "Delaware",
532
+ "Democrat",
533
+ "Demonstrating",
534
+ "Denise",
535
+ "Department",
536
+ "Dewayne",
537
+ "Did",
538
+ "Director",
539
+ "Disorderly",
540
+ "Disruptive",
541
+ "District",
542
+ "Do",
543
+ "Doe",
544
+ "Does",
545
+ "Doin",
546
+ "Doin'",
547
+ "Doin\u2019",
548
+ "Donovan",
549
+ "Douglas",
550
+ "Doulgas",
551
+ "Dr",
552
+ "Dr.",
553
+ "Dresch",
554
+ "Driscoll",
555
+ "Driver",
556
+ "Dublin",
557
+ "Duke",
558
+ "Dwayne",
559
+ "E",
560
+ "E.G.",
561
+ "E.g",
562
+ "E.g.",
563
+ "EDDIE",
564
+ "Each",
565
+ "Earlier",
566
+ "Eclipse",
567
+ "Ed",
568
+ "Edosa",
569
+ "Edward",
570
+ "Egyptian",
571
+ "Elizabeth",
572
+ "Enorense",
573
+ "Entering",
574
+ "Entry",
575
+ "Epps",
576
+ "Eric",
577
+ "Eugene",
578
+ "Exavier",
579
+ "Executive",
580
+ "F",
581
+ "F.",
582
+ "FBI",
583
+ "FCPA",
584
+ "Fail",
585
+ "Feb",
586
+ "Feb.",
587
+ "February",
588
+ "Federal",
589
+ "Federalist",
590
+ "Feng",
591
+ "Field",
592
+ "Fla",
593
+ "Fla.",
594
+ "Flint",
595
+ "Florida",
596
+ "Floyd",
597
+ "Former",
598
+ "Foy",
599
+ "Franklin",
600
+ "Frederick",
601
+ "Fredjy",
602
+ "G",
603
+ "GLEN",
604
+ "Ga",
605
+ "Ga.",
606
+ "Gabriel",
607
+ "Galactic",
608
+ "Garcia",
609
+ "Gardner",
610
+ "Garrett",
611
+ "Gay",
612
+ "Gen",
613
+ "Gen.",
614
+ "General",
615
+ "Georgia",
616
+ "Goin",
617
+ "Goin'",
618
+ "Goin\u2019",
619
+ "Golubski",
620
+ "Gon",
621
+ "Gosney",
622
+ "Got",
623
+ "Gov",
624
+ "Gov.",
625
+ "Guardians",
626
+ "Guidry",
627
+ "Guilty",
628
+ "H",
629
+ "HAB",
630
+ "HER",
631
+ "Had",
632
+ "Haj",
633
+ "Hall",
634
+ "Hamilton",
635
+ "Hancock",
636
+ "Hargrove",
637
+ "Harm",
638
+ "Harris",
639
+ "Harrow",
640
+ "Has",
641
+ "Haunting",
642
+ "Have",
643
+ "Havin",
644
+ "Havin'",
645
+ "Havin\u2019",
646
+ "Haywood",
647
+ "He",
648
+ "He's",
649
+ "Health",
650
+ "Heights",
651
+ "Henry",
652
+ "Herendeen",
653
+ "Hernandez",
654
+ "He\u2019s",
655
+ "Hilary",
656
+ "Hill",
657
+ "Holly",
658
+ "Houle",
659
+ "House",
660
+ "How",
661
+ "How's",
662
+ "How\u2019s",
663
+ "Hu",
664
+ "Hubbard",
665
+ "Hyland",
666
+ "I",
667
+ "I.E.",
668
+ "I.e",
669
+ "I.e.",
670
+ "IAM",
671
+ "IAN",
672
+ "II",
673
+ "IME",
674
+ "ING",
675
+ "ION",
676
+ "IUS",
677
+ "Ia",
678
+ "Ia.",
679
+ "Ibeabuchi",
680
+ "Id",
681
+ "Id.",
682
+ "Idaho",
683
+ "If",
684
+ "Ill",
685
+ "Ill.",
686
+ "Illinois",
687
+ "Image",
688
+ "In",
689
+ "Inc",
690
+ "Inc.",
691
+ "Ind",
692
+ "Ind.",
693
+ "Indiana",
694
+ "Indictment",
695
+ "Investigation",
696
+ "Investigators",
697
+ "Iowa",
698
+ "Is",
699
+ "Islip",
700
+ "It",
701
+ "It's",
702
+ "It\u2019s",
703
+ "Izevbiege",
704
+ "J",
705
+ "J.",
706
+ "JAMARIO",
707
+ "JR",
708
+ "Jackson",
709
+ "Jacob",
710
+ "Jacobo",
711
+ "Jagdish",
712
+ "Jagpal",
713
+ "Jahmon",
714
+ "James",
715
+ "Jan",
716
+ "Jan.",
717
+ "Jane",
718
+ "January",
719
+ "Jasmine",
720
+ "Jason",
721
+ "Jaylun",
722
+ "Jean",
723
+ "Jeffrey",
724
+ "Jeremy",
725
+ "Jerry",
726
+ "Jersey",
727
+ "Jesus",
728
+ "Ji",
729
+ "Joe",
730
+ "John",
731
+ "Johnson",
732
+ "Jones",
733
+ "Jose",
734
+ "Joseph",
735
+ "Joshua",
736
+ "Jr",
737
+ "Jr.",
738
+ "Juan",
739
+ "Judge",
740
+ "Jul",
741
+ "Jul.",
742
+ "July",
743
+ "Jun",
744
+ "Jun.",
745
+ "June",
746
+ "Juneau",
747
+ "Justice",
748
+ "Justin",
749
+ "K",
750
+ "K.",
751
+ "KCK",
752
+ "KER",
753
+ "KEYON",
754
+ "Kameron",
755
+ "Kan",
756
+ "Kan.",
757
+ "Kans",
758
+ "Kans.",
759
+ "Kansas",
760
+ "Karl",
761
+ "Keeley",
762
+ "Keesha",
763
+ "Kelly",
764
+ "Kentucky",
765
+ "Khin",
766
+ "Kidnapping",
767
+ "Kiltalown",
768
+ "Kirbyville",
769
+ "Ky",
770
+ "Ky.",
771
+ "Kyle",
772
+ "L",
773
+ "L.",
774
+ "LAN",
775
+ "LAS",
776
+ "LEN",
777
+ "LES",
778
+ "La",
779
+ "La.",
780
+ "Larae",
781
+ "Lasalle",
782
+ "Leicester",
783
+ "Leon",
784
+ "Let",
785
+ "Let's",
786
+ "Let\u2019s",
787
+ "Lewis",
788
+ "Li",
789
+ "Liberty",
790
+ "Lin",
791
+ "Linda",
792
+ "Livingston",
793
+ "London",
794
+ "Lorena",
795
+ "Lori",
796
+ "Loso",
797
+ "Lou",
798
+ "Louisiana",
799
+ "Lovin",
800
+ "Lovin'",
801
+ "Lovin\u2019",
802
+ "Ltd",
803
+ "Ltd.",
804
+ "Lynn",
805
+ "M",
806
+ "M.",
807
+ "MILES",
808
+ "MILTON",
809
+ "MIR",
810
+ "MOON",
811
+ "Ma'am",
812
+ "Macomb",
813
+ "Maddox",
814
+ "Magistrate",
815
+ "Magistrates",
816
+ "Mahboob",
817
+ "Mahwah",
818
+ "Malofeyev",
819
+ "Manager",
820
+ "Mar",
821
+ "Mar.",
822
+ "March",
823
+ "Mark",
824
+ "Marlon",
825
+ "Martinez",
826
+ "Mass",
827
+ "Mass.",
828
+ "Massachusetts",
829
+ "May",
830
+ "Ma\u2019am",
831
+ "McCully",
832
+ "McFadden",
833
+ "McMahon",
834
+ "Md",
835
+ "Md.",
836
+ "Meantime",
837
+ "Mels",
838
+ "Mercer",
839
+ "Mes",
840
+ "Messrs",
841
+ "Messrs.",
842
+ "Mich",
843
+ "Mich.",
844
+ "Michael",
845
+ "Michigan",
846
+ "Might",
847
+ "Miller",
848
+ "Minjun",
849
+ "Minn",
850
+ "Minn.",
851
+ "Minnesota",
852
+ "Miss",
853
+ "Miss.",
854
+ "Mississippi",
855
+ "Mitchell",
856
+ "Mo",
857
+ "Mo.",
858
+ "Mont",
859
+ "Mont.",
860
+ "Montague",
861
+ "Motaz",
862
+ "Motors",
863
+ "Mount",
864
+ "Mr",
865
+ "Mr.",
866
+ "Mrs",
867
+ "Mrs.",
868
+ "Ms",
869
+ "Ms.",
870
+ "Mt",
871
+ "Mt.",
872
+ "Mudashiru",
873
+ "Murdaugh",
874
+ "Murder",
875
+ "Musa",
876
+ "Musk",
877
+ "Must",
878
+ "N",
879
+ "N.C.",
880
+ "N.D.",
881
+ "N.H.",
882
+ "N.J.",
883
+ "N.M.",
884
+ "N.Y.",
885
+ "NBA",
886
+ "NCE",
887
+ "NON",
888
+ "National",
889
+ "Neb",
890
+ "Neb.",
891
+ "Nebr",
892
+ "Nebr.",
893
+ "Nebraska",
894
+ "Nederland",
895
+ "Need",
896
+ "Nev",
897
+ "Nev.",
898
+ "Nevada",
899
+ "New",
900
+ "New Hampshire",
901
+ "New Jersey",
902
+ "New Mexico",
903
+ "New York",
904
+ "Newsome",
905
+ "Nicholas",
906
+ "Night",
907
+ "Ninth",
908
+ "No",
909
+ "Norman",
910
+ "North Carolina",
911
+ "North Dakota",
912
+ "Northern",
913
+ "Norwich",
914
+ "Not",
915
+ "Nothin",
916
+ "Nothin'",
917
+ "Nothin\u2019",
918
+ "Nottingham",
919
+ "Nottinghamshire",
920
+ "Nov",
921
+ "Nov.",
922
+ "Nova",
923
+ "November",
924
+ "Nuthin",
925
+ "Nuthin'",
926
+ "Nuthin\u2019",
927
+ "Nyein",
928
+ "O",
929
+ "O'clock",
930
+ "O.O",
931
+ "O.o",
932
+ "ONY",
933
+ "OON",
934
+ "OWN",
935
+ "O_O",
936
+ "O_o",
937
+ "Oct",
938
+ "Oct.",
939
+ "October",
940
+ "Office",
941
+ "Officer",
942
+ "Ohio",
943
+ "Okla",
944
+ "Okla.",
945
+ "Oklahoma",
946
+ "Ol",
947
+ "Ol'",
948
+ "Olivia",
949
+ "Ol\u2019",
950
+ "On",
951
+ "Order",
952
+ "Ore",
953
+ "Ore.",
954
+ "Oregon",
955
+ "Osagiede",
956
+ "Osariemen",
957
+ "Otubu",
958
+ "Otughwor",
959
+ "Ought",
960
+ "Outlaws",
961
+ "Over",
962
+ "Owhofasa",
963
+ "O\u2019clock",
964
+ "P",
965
+ "PALACIO",
966
+ "PATTERSON",
967
+ "POLITICAL",
968
+ "PROCECUTION",
969
+ "Pa",
970
+ "Pa.",
971
+ "Paige",
972
+ "Parading",
973
+ "Park",
974
+ "Parminder",
975
+ "Parris",
976
+ "Patrick",
977
+ "Peace",
978
+ "Pennsylvania",
979
+ "Pennyhill",
980
+ "Perez",
981
+ "Perry",
982
+ "Personating",
983
+ "Ph",
984
+ "Ph.D.",
985
+ "Picketing",
986
+ "Place",
987
+ "Plan",
988
+ "Pleads",
989
+ "Pleasant",
990
+ "Police",
991
+ "Port",
992
+ "Prince",
993
+ "Pritchard",
994
+ "Probation",
995
+ "Prof",
996
+ "Prof.",
997
+ "Prototype",
998
+ "Public",
999
+ "Q",
1000
+ "Quebec",
1001
+ "Queen",
1002
+ "Queens",
1003
+ "Quiroga",
1004
+ "R",
1005
+ "R.",
1006
+ "REE",
1007
+ "RIO",
1008
+ "ROBERTS",
1009
+ "ROBINSON",
1010
+ "RONALD",
1011
+ "ROOT",
1012
+ "RTS",
1013
+ "RUBEN",
1014
+ "Rahim",
1015
+ "Ramaphosa",
1016
+ "Randhawa",
1017
+ "Ray",
1018
+ "Raymer",
1019
+ "Redfield",
1020
+ "Remaining",
1021
+ "Rep",
1022
+ "Rep.",
1023
+ "Republicans",
1024
+ "Restricted",
1025
+ "Retzer",
1026
+ "Rev",
1027
+ "Rev.",
1028
+ "Rhostyllen",
1029
+ "Robbery",
1030
+ "Robert",
1031
+ "Roberts",
1032
+ "Robey",
1033
+ "Robinson",
1034
+ "Rochester",
1035
+ "Roger",
1036
+ "Roshen",
1037
+ "Russia",
1038
+ "Ryan",
1039
+ "S",
1040
+ "S.C.",
1041
+ "SEBASTIAN",
1042
+ "SHANNON",
1043
+ "SON",
1044
+ "Saleh",
1045
+ "Samuel",
1046
+ "Sanders",
1047
+ "Saskatoon",
1048
+ "Scheme",
1049
+ "Schneider",
1050
+ "Schornack",
1051
+ "Scott",
1052
+ "Sean",
1053
+ "Secret",
1054
+ "Self",
1055
+ "Sen",
1056
+ "Sen.",
1057
+ "Sep",
1058
+ "Sep.",
1059
+ "Sept",
1060
+ "Sept.",
1061
+ "September",
1062
+ "Several",
1063
+ "Sha",
1064
+ "Shadows",
1065
+ "Shawana",
1066
+ "She",
1067
+ "She's",
1068
+ "Shelby",
1069
+ "She\u2019s",
1070
+ "Should",
1071
+ "Singh",
1072
+ "Skelos",
1073
+ "Skerries",
1074
+ "Smith",
1075
+ "Some",
1076
+ "Somethin",
1077
+ "Somethin'",
1078
+ "Somethin\u2019",
1079
+ "Sorvisto",
1080
+ "South Carolina",
1081
+ "Southern",
1082
+ "St",
1083
+ "St.",
1084
+ "States",
1085
+ "Stevens",
1086
+ "Sunday",
1087
+ "Superseding",
1088
+ "Supreme",
1089
+ "Surrey",
1090
+ "Sutton",
1091
+ "T",
1092
+ "TELFAIR",
1093
+ "TEN",
1094
+ "TERRENCE",
1095
+ "TON",
1096
+ "Tajinder",
1097
+ "Tallaght",
1098
+ "Tallahassee",
1099
+ "Teen",
1100
+ "Tenn",
1101
+ "Tenn.",
1102
+ "Tennessee",
1103
+ "Terraciano",
1104
+ "Terron",
1105
+ "That",
1106
+ "That's",
1107
+ "That\u2019s",
1108
+ "The",
1109
+ "There",
1110
+ "There's",
1111
+ "There\u2019s",
1112
+ "These",
1113
+ "They",
1114
+ "This",
1115
+ "This's",
1116
+ "This\u2019s",
1117
+ "Thompson",
1118
+ "Those",
1119
+ "Though",
1120
+ "Threats",
1121
+ "Thu",
1122
+ "Toner",
1123
+ "Tori",
1124
+ "Toritseju",
1125
+ "Township",
1126
+ "Tri",
1127
+ "Trump",
1128
+ "Trust",
1129
+ "Tudor",
1130
+ "Tuesday",
1131
+ "Tufts",
1132
+ "Two",
1133
+ "U",
1134
+ "U.S.",
1135
+ "US",
1136
+ "Uganda",
1137
+ "Ukraine",
1138
+ "Ukrainian",
1139
+ "United",
1140
+ "Utter",
1141
+ "V",
1142
+ "V.V",
1143
+ "VI",
1144
+ "VIS",
1145
+ "V_V",
1146
+ "Va",
1147
+ "Va.",
1148
+ "Valdez",
1149
+ "Valley",
1150
+ "Vanwright",
1151
+ "Vaughan",
1152
+ "Veltman",
1153
+ "Vidor",
1154
+ "Violation",
1155
+ "Violent",
1156
+ "Virginia",
1157
+ "Vocus",
1158
+ "W",
1159
+ "W.",
1160
+ "WAHAB",
1161
+ "WASHINGTON",
1162
+ "WATSON",
1163
+ "WILLIAM",
1164
+ "WILLIAMS",
1165
+ "WROTEN",
1166
+ "WYFF",
1167
+ "Wallis",
1168
+ "Ward",
1169
+ "Was",
1170
+ "Wash",
1171
+ "Wash.",
1172
+ "Washington",
1173
+ "Way",
1174
+ "We",
1175
+ "Welfare",
1176
+ "Were",
1177
+ "What",
1178
+ "What's",
1179
+ "Whatley",
1180
+ "What\u2019s",
1181
+ "When",
1182
+ "When's",
1183
+ "When\u2019s",
1184
+ "Where",
1185
+ "Where's",
1186
+ "Where\u2019s",
1187
+ "Who",
1188
+ "Who's",
1189
+ "Who\u2019s",
1190
+ "Why",
1191
+ "Why's",
1192
+ "Why\u2019s",
1193
+ "Wicks",
1194
+ "Williams",
1195
+ "Wis",
1196
+ "Wis.",
1197
+ "Wisconsin",
1198
+ "Wixom",
1199
+ "Wo",
1200
+ "Woman",
1201
+ "Wong",
1202
+ "Would",
1203
+ "X'x",
1204
+ "X'xxxx",
1205
+ "X++",
1206
+ "X.",
1207
+ "X.X",
1208
+ "X.X.",
1209
+ "X.x",
1210
+ "X.x.",
1211
+ "XD",
1212
+ "XDD",
1213
+ "XX",
1214
+ "XXX",
1215
+ "XXXX",
1216
+ "X_X",
1217
+ "X_x",
1218
+ "Xx",
1219
+ "Xx'",
1220
+ "Xx'x",
1221
+ "Xx'xx",
1222
+ "Xx.",
1223
+ "Xx.X.",
1224
+ "XxXxxxx",
1225
+ "Xxx",
1226
+ "Xxx'x",
1227
+ "Xxx.",
1228
+ "Xxxx",
1229
+ "Xxxx'",
1230
+ "Xxxx'x",
1231
+ "Xxxx.",
1232
+ "Xxxxx",
1233
+ "Xxxxx'",
1234
+ "Xxxxx'x",
1235
+ "Xxxxx.",
1236
+ "Xxxxx\u2019",
1237
+ "Xxxxx\u2019x",
1238
+ "Xxxx\u2019",
1239
+ "Xxxx\u2019x",
1240
+ "Xxx\u2019x",
1241
+ "Xx\u2019",
1242
+ "Xx\u2019x",
1243
+ "Xx\u2019xx",
1244
+ "X\u2019x",
1245
+ "X\u2019xxxx",
1246
+ "Y",
1247
+ "YFF",
1248
+ "YON",
1249
+ "Yong",
1250
+ "York",
1251
+ "You",
1252
+ "Yudhbir",
1253
+ "Z",
1254
+ "Zeidler",
1255
+ "Zheng",
1256
+ "Zhu",
1257
+ "Zuma",
1258
+ "[",
1259
+ "[-:",
1260
+ "[:",
1261
+ "[=",
1262
+ "\\",
1263
+ "\\\")",
1264
+ "\\n",
1265
+ "\\t",
1266
+ "\\x",
1267
+ "]",
1268
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2813
+ "sale",
2814
+ "saleh",
2815
+ "sales",
2816
+ "same",
2817
+ "samuel",
2818
+ "sanctions",
2819
+ "sanders",
2820
+ "sas",
2821
+ "saskatoon",
2822
+ "says",
2823
+ "sby",
2824
+ "scandal",
2825
+ "sch",
2826
+ "schedule",
2827
+ "scheme",
2828
+ "schneider",
2829
+ "schornack",
2830
+ "sci",
2831
+ "scott",
2832
+ "sean",
2833
+ "sebastian",
2834
+ "second",
2835
+ "secret",
2836
+ "secure",
2837
+ "security",
2838
+ "sed",
2839
+ "see",
2840
+ "self",
2841
+ "sen",
2842
+ "sen.",
2843
+ "sentence",
2844
+ "sep",
2845
+ "sep.",
2846
+ "separate",
2847
+ "sept",
2848
+ "sept.",
2849
+ "september",
2850
+ "serious",
2851
+ "seriously",
2852
+ "ses",
2853
+ "set",
2854
+ "seven",
2855
+ "several",
2856
+ "sex",
2857
+ "sexual",
2858
+ "sey",
2859
+ "sh.",
2860
+ "sha",
2861
+ "shadows",
2862
+ "shall",
2863
+ "shannon",
2864
+ "shape",
2865
+ "shares",
2866
+ "shawana",
2867
+ "she",
2868
+ "she's",
2869
+ "shelby",
2870
+ "she\u2019s",
2871
+ "shifting",
2872
+ "shooting",
2873
+ "should",
2874
+ "show",
2875
+ "sia",
2876
+ "siege",
2877
+ "since",
2878
+ "singh",
2879
+ "sis",
2880
+ "skelos",
2881
+ "skerries",
2882
+ "ski",
2883
+ "sly",
2884
+ "smith",
2885
+ "smuggling",
2886
+ "society",
2887
+ "soliciting",
2888
+ "some",
2889
+ "somethin",
2890
+ "somethin'",
2891
+ "something",
2892
+ "somethin\u2019",
2893
+ "son",
2894
+ "sorvisto",
2895
+ "southern",
2896
+ "space",
2897
+ "speak",
2898
+ "spent",
2899
+ "srs",
2900
+ "ss.",
2901
+ "st",
2902
+ "st.",
2903
+ "stage",
2904
+ "stars",
2905
+ "state",
2906
+ "states",
2907
+ "status",
2908
+ "staying",
2909
+ "steal",
2910
+ "stevens",
2911
+ "stick",
2912
+ "still",
2913
+ "sto",
2914
+ "stop",
2915
+ "string",
2916
+ "sts",
2917
+ "substance",
2918
+ "substantial",
2919
+ "succumbed",
2920
+ "suddenly",
2921
+ "sue",
2922
+ "sunday",
2923
+ "superhero",
2924
+ "superhuman",
2925
+ "superseding",
2926
+ "supply",
2927
+ "support",
2928
+ "supreme",
2929
+ "surrey",
2930
+ "surveillance",
2931
+ "surviving",
2932
+ "sus",
2933
+ "suspect",
2934
+ "suspected",
2935
+ "sutton",
2936
+ "s\u2019s",
2937
+ "t",
2938
+ "t's",
2939
+ "t.",
2940
+ "ta",
2941
+ "tajinder",
2942
+ "taken",
2943
+ "tal",
2944
+ "tallaght",
2945
+ "tallahassee",
2946
+ "tampering",
2947
+ "tax",
2948
+ "taz",
2949
+ "tch",
2950
+ "td.",
2951
+ "ted",
2952
+ "teen",
2953
+ "telfair",
2954
+ "ten",
2955
+ "tenn",
2956
+ "tenn.",
2957
+ "ter",
2958
+ "terraciano",
2959
+ "terrence",
2960
+ "terron",
2961
+ "terrorist",
2962
+ "tes",
2963
+ "that",
2964
+ "that's",
2965
+ "that\u2019s",
2966
+ "the",
2967
+ "theft",
2968
+ "their",
2969
+ "them",
2970
+ "then",
2971
+ "there",
2972
+ "there's",
2973
+ "there\u2019s",
2974
+ "these",
2975
+ "they",
2976
+ "third",
2977
+ "this",
2978
+ "this's",
2979
+ "this\u2019s",
2980
+ "thompson",
2981
+ "those",
2982
+ "though",
2983
+ "thousands",
2984
+ "threatening",
2985
+ "threats",
2986
+ "three",
2987
+ "ths",
2988
+ "thu",
2989
+ "tic",
2990
+ "tidal",
2991
+ "til",
2992
+ "tim",
2993
+ "time",
2994
+ "tin",
2995
+ "tis",
2996
+ "tly",
2997
+ "to",
2998
+ "today",
2999
+ "tol",
3000
+ "ton",
3001
+ "toner",
3002
+ "took",
3003
+ "top",
3004
+ "tor",
3005
+ "tori",
3006
+ "toritseju",
3007
+ "torture",
3008
+ "township",
3009
+ "trading",
3010
+ "trafficking",
3011
+ "transformed",
3012
+ "tri",
3013
+ "trial",
3014
+ "tried",
3015
+ "true",
3016
+ "trump",
3017
+ "trust",
3018
+ "try",
3019
+ "tudor",
3020
+ "tuesday",
3021
+ "tufts",
3022
+ "tus",
3023
+ "two",
3024
+ "tying",
3025
+ "t\u2019s",
3026
+ "u",
3027
+ "u.",
3028
+ "u.s.",
3029
+ "ual",
3030
+ "uan",
3031
+ "ubu",
3032
+ "uck",
3033
+ "uct",
3034
+ "ude",
3035
+ "ued",
3036
+ "uel",
3037
+ "uff",
3038
+ "ug.",
3039
+ "uganda",
3040
+ "ugh",
3041
+ "uit",
3042
+ "uke",
3043
+ "ukraine",
3044
+ "ukrainian",
3045
+ "ul.",
3046
+ "uld",
3047
+ "ule",
3048
+ "ull",
3049
+ "ult",
3050
+ "uly",
3051
+ "uma",
3052
+ "ump",
3053
+ "un.",
3054
+ "unauthorized",
3055
+ "und",
3056
+ "under",
3057
+ "une",
3058
+ "united",
3059
+ "unlawful",
3060
+ "unqualified",
3061
+ "unsealing",
3062
+ "unstoppable",
3063
+ "unt",
3064
+ "until",
3065
+ "up",
3066
+ "upgraded",
3067
+ "ure",
3068
+ "urt",
3069
+ "ury",
3070
+ "us",
3071
+ "usa",
3072
+ "use",
3073
+ "used",
3074
+ "using",
3075
+ "usk",
3076
+ "ust",
3077
+ "ute",
3078
+ "utter",
3079
+ "v",
3080
+ "v.",
3081
+ "v.s",
3082
+ "v.s.",
3083
+ "v.v",
3084
+ "v_v",
3085
+ "va",
3086
+ "va.",
3087
+ "val",
3088
+ "valdez",
3089
+ "valley",
3090
+ "van",
3091
+ "vanwright",
3092
+ "vaughan",
3093
+ "ve",
3094
+ "ved",
3095
+ "vehicle",
3096
+ "vel",
3097
+ "veltman",
3098
+ "ven",
3099
+ "ver",
3100
+ "version",
3101
+ "ves",
3102
+ "vi",
3103
+ "via",
3104
+ "vice",
3105
+ "victim",
3106
+ "video",
3107
+ "vidor",
3108
+ "vigilante",
3109
+ "vin",
3110
+ "violate",
3111
+ "violating",
3112
+ "violation",
3113
+ "violence",
3114
+ "violent",
3115
+ "vis",
3116
+ "visa",
3117
+ "vocus",
3118
+ "vogel",
3119
+ "vs",
3120
+ "vs.",
3121
+ "w",
3122
+ "w's",
3123
+ "w.",
3124
+ "w/o",
3125
+ "wah",
3126
+ "wahab",
3127
+ "wallis",
3128
+ "ward",
3129
+ "warrant",
3130
+ "was",
3131
+ "wash",
3132
+ "wash.",
3133
+ "washington",
3134
+ "watson",
3135
+ "wave",
3136
+ "way",
3137
+ "we",
3138
+ "weapon",
3139
+ "week",
3140
+ "welfare",
3141
+ "wen",
3142
+ "went",
3143
+ "wer",
3144
+ "were",
3145
+ "what",
3146
+ "what's",
3147
+ "whatley",
3148
+ "what\u2019s",
3149
+ "when",
3150
+ "when's",
3151
+ "when\u2019s",
3152
+ "where",
3153
+ "where's",
3154
+ "where\u2019s",
3155
+ "whether",
3156
+ "which",
3157
+ "while",
3158
+ "who",
3159
+ "who's",
3160
+ "who\u2019s",
3161
+ "why",
3162
+ "why's",
3163
+ "why\u2019s",
3164
+ "wicks",
3165
+ "will",
3166
+ "willful",
3167
+ "william",
3168
+ "williams",
3169
+ "win",
3170
+ "wire",
3171
+ "wis",
3172
+ "wis.",
3173
+ "with",
3174
+ "without",
3175
+ "witness",
3176
+ "wixom",
3177
+ "wo",
3178
+ "woman",
3179
+ "wong",
3180
+ "wor",
3181
+ "words",
3182
+ "working",
3183
+ "would",
3184
+ "wrongfully",
3185
+ "wrote",
3186
+ "wroten",
3187
+ "wyff",
3188
+ "w\u2019s",
3189
+ "x",
3190
+ "x'",
3191
+ "x'x",
3192
+ "x'xxxx",
3193
+ "x.",
3194
+ "x.X",
3195
+ "x.d",
3196
+ "x.x",
3197
+ "x.x.",
3198
+ "x/x",
3199
+ "xD",
3200
+ "xDD",
3201
+ "xX",
3202
+ "xXX",
3203
+ "x_X",
3204
+ "x_d",
3205
+ "x_x",
3206
+ "xd",
3207
+ "xdd",
3208
+ "xom",
3209
+ "xx",
3210
+ "xx'",
3211
+ "xx'x",
3212
+ "xx'xx",
3213
+ "xx.",
3214
+ "xxx",
3215
+ "xxx'x",
3216
+ "xxx.",
3217
+ "xxx/xx",
3218
+ "xxxx",
3219
+ "xxxx'",
3220
+ "xxxx'x",
3221
+ "xxxx.[d",
3222
+ "xxxx\u2019",
3223
+ "xxxx\u2019x",
3224
+ "xxx\u2019x",
3225
+ "xx\u2019",
3226
+ "xx\u2019x",
3227
+ "xx\u2019xx",
3228
+ "x\u2019",
3229
+ "x\u2019x",
3230
+ "x\u2019xxxx",
3231
+ "x\ufe35x",
3232
+ "y",
3233
+ "y'",
3234
+ "y's",
3235
+ "y.",
3236
+ "yal",
3237
+ "yan",
3238
+ "year",
3239
+ "years",
3240
+ "yer",
3241
+ "yev",
3242
+ "yff",
3243
+ "yle",
3244
+ "yne",
3245
+ "ynn",
3246
+ "yon",
3247
+ "yong",
3248
+ "york",
3249
+ "you",
3250
+ "ype",
3251
+ "yudhbir",
3252
+ "y\u2019",
3253
+ "y\u2019s",
3254
+ "z",
3255
+ "z.",
3256
+ "zed",
3257
+ "zeidler",
3258
+ "zen",
3259
+ "zer",
3260
+ "zheng",
3261
+ "zhu",
3262
+ "zuma",
3263
+ "|",
3264
+ "}",
3265
+ "\u00a0",
3266
+ "\u00ac",
3267
+ "\u00ac_\u00ac",
3268
+ "\u00af",
3269
+ "\u00af\\(x)/\u00af",
3270
+ "\u00af\\(\u30c4)/\u00af",
3271
+ "\u00b0",
3272
+ "\u00b0C.",
3273
+ "\u00b0F.",
3274
+ "\u00b0K.",
3275
+ "\u00b0X.",
3276
+ "\u00b0c.",
3277
+ "\u00b0f.",
3278
+ "\u00b0k.",
3279
+ "\u00b0x.",
3280
+ "\u00e4",
3281
+ "\u00e4.",
3282
+ "\u00f6",
3283
+ "\u00f6.",
3284
+ "\u00fc",
3285
+ "\u00fc.",
3286
+ "\u0ca0",
3287
+ "\u0ca0_\u0ca0",
3288
+ "\u0ca0\ufe35\u0ca0",
3289
+ "\u2013",
3290
+ "\u2014",
3291
+ "\u2018",
3292
+ "\u2018S",
3293
+ "\u2018X",
3294
+ "\u2018s",
3295
+ "\u2018x",
3296
+ "\u2019",
3297
+ "\u2019-(",
3298
+ "\u2019-)",
3299
+ "\u2019Cause",
3300
+ "\u2019Cos",
3301
+ "\u2019Coz",
3302
+ "\u2019Cuz",
3303
+ "\u2019S",
3304
+ "\u2019X",
3305
+ "\u2019Xxx",
3306
+ "\u2019Xxxxx",
3307
+ "\u2019am",
3308
+ "\u2019bout",
3309
+ "\u2019cause",
3310
+ "\u2019cos",
3311
+ "\u2019coz",
3312
+ "\u2019cuz",
3313
+ "\u2019d",
3314
+ "\u2019em",
3315
+ "\u2019ll",
3316
+ "\u2019m",
3317
+ "\u2019nuff",
3318
+ "\u2019re",
3319
+ "\u2019s",
3320
+ "\u2019ve",
3321
+ "\u2019x",
3322
+ "\u2019xx",
3323
+ "\u2019xxx",
3324
+ "\u2019xxxx",
3325
+ "\u2019y",
3326
+ "\u2019\u2019",
3327
+ "\u201c",
3328
+ "\u201d",
3329
+ "\u2501",
3330
+ "\u253b",
3331
+ "\u253b\u2501\u253b",
3332
+ "\u256f",
3333
+ "\u25a1",
3334
+ "\ufe35",
3335
+ "\uff09"
3336
+ ]
vocab/vectors ADDED
Binary file (128 Bytes). View file
 
vocab/vectors.cfg ADDED
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+ {
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+ "mode":"default"
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+ }