crodri commited on
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initial upload for better distribution and instalation

Browse files
.gitattributes CHANGED
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README.md ADDED
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+ ---
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+ tags:
3
+ - spacy
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+ - token-classification
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+ language:
6
+ - ca
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+ license: mit
8
+ model-index:
9
+ - name: ca_anonimization_core_lg
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+ results:
11
+ - task:
12
+ 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: 0.746031746
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+ - name: NER Recall
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+ type: recall
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+ value: 0.6438356164
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+ - name: NER F Score
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+ type: f_score
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+ value: 0.6911764706
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+ - task:
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+ name: POS
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+ type: token-classification
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+ metrics:
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+ - name: POS (UPOS) Accuracy
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+ type: accuracy
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+ value: 0.0
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+ - task:
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+ name: MORPH
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+ type: token-classification
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+ metrics:
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+ - name: Morph (UFeats) Accuracy
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+ type: accuracy
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+ value: 0.0
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+ - task:
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+ name: LEMMA
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+ type: token-classification
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+ metrics:
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+ - name: Lemma Accuracy
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+ type: accuracy
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+ value: 0.0
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+ - task:
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+ name: UNLABELED_DEPENDENCIES
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+ type: token-classification
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+ metrics:
49
+ - name: Unlabeled Attachment Score (UAS)
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+ type: f_score
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+ value: 0.0
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+ - task:
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+ name: LABELED_DEPENDENCIES
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+ type: token-classification
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+ metrics:
56
+ - name: Labeled Attachment Score (LAS)
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+ type: f_score
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+ value: 0.0
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+ - task:
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+ name: SENTS
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+ type: token-classification
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+ metrics:
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+ - name: Sentences F-Score
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+ type: f_score
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+ value: 0.0
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+ ---
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+ [paths]
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+ train = null
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+ dev = null
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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 = null
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+ seed = 0
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+
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+ [nlp]
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+ lang = "ca"
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+ pipeline = ["tok2vec","morphologizer","parser","attribute_ruler","lemmatizer","ner"]
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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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+ batch_size = 256
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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.attribute_ruler]
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+ factory = "attribute_ruler"
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+ scorer = {"@scorers":"spacy.attribute_ruler_scorer.v1"}
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+ validate = false
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+
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+ [components.lemmatizer]
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+ factory = "lemmatizer"
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+ mode = "rule"
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+ model = null
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+ overwrite = false
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+ scorer = {"@scorers":"spacy.lemmatizer_scorer.v1"}
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+
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+ [components.morphologizer]
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+ factory = "morphologizer"
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+ extend = false
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+ overwrite = true
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+ scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
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+
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+ [components.morphologizer.model]
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+ @architectures = "spacy.Tagger.v1"
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+ nO = null
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+
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+ [components.morphologizer.model.tok2vec]
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+ @architectures = "spacy.Tok2Vec.v2"
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+
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+ [components.morphologizer.model.tok2vec.embed]
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+ @architectures = "spacy.MultiHashEmbed.v2"
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+ width = 96
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+ attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
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+ rows = [5000,2500,2500,2500,100]
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+ include_static_vectors = true
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+
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+ [components.morphologizer.model.tok2vec.encode]
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+ @architectures = "spacy.MaxoutWindowEncoder.v2"
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+ width = 96
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+ depth = 4
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+ window_size = 1
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+ maxout_pieces = 3
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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 = true
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+ nO = null
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+
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+ [components.ner.model.tok2vec]
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+ @architectures = "spacy.Tok2Vec.v2"
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+
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+ [components.ner.model.tok2vec.embed]
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+ @architectures = "spacy.MultiHashEmbed.v2"
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+ width = 96
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+ attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
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+ rows = [5000,2500,2500,2500,100]
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+ include_static_vectors = true
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+ [components.ner.model.tok2vec.encode]
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+ @architectures = "spacy.MaxoutWindowEncoder.v2"
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+ width = 96
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+ depth = 4
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+ window_size = 1
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+ maxout_pieces = 3
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+ factory = "parser"
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+ learn_tokens = false
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+ min_action_freq = 30
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+ moves = null
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+ scorer = {"@scorers":"spacy.parser_scorer.v1"}
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+ update_with_oracle_cut_size = 100
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+
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+ [components.parser.model]
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+ @architectures = "spacy.TransitionBasedParser.v2"
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+ state_type = "parser"
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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 = true
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+ nO = null
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+
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+ [components.parser.model.tok2vec]
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+ @architectures = "spacy.Tok2Vec.v2"
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+
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+ [components.parser.model.tok2vec.embed]
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+ @architectures = "spacy.MultiHashEmbed.v2"
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+ width = 96
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+ attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
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+ rows = [5000,2500,2500,2500,100]
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+ include_static_vectors = true
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+
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+ [components.parser.model.tok2vec.encode]
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+ @architectures = "spacy.MaxoutWindowEncoder.v2"
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+ width = 96
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+ depth = 4
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+ window_size = 1
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+ maxout_pieces = 3
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+
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+ [components.tok2vec]
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+ factory = "tok2vec"
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+
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+ [components.tok2vec.model]
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+ @architectures = "spacy.Tok2Vec.v2"
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+
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+ [components.tok2vec.model.embed]
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+ @architectures = "spacy.MultiHashEmbed.v2"
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+ width = 96
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+ attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
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+ rows = [5000,2500,2500,2500,100]
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+ include_static_vectors = true
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+
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+ [components.tok2vec.model.encode]
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+ @architectures = "spacy.MaxoutWindowEncoder.v2"
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+ width = 96
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+ depth = 4
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+ window_size = 1
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+ maxout_pieces = 3
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+
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+ [corpora]
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+ @readers = "prodigy.MergedCorpus.v1"
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+ eval_split = 0.2
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+ sample_size = 1.0
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+ textcat = null
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+ textcat_multilabel = null
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+ parser = null
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+ tagger = null
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+ senter = null
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+ spancat = null
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+
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+ [corpora.ner]
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+ @readers = "prodigy.NERCorpus.v1"
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+ datasets = ["iris_LOC"]
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+ eval_datasets = []
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+ default_fill = "outside"
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+ incorrect_key = "incorrect_spans"
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+
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+ [training]
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+ train_corpus = "corpora.train"
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+ dev_corpus = "corpora.dev"
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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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+ accumulate_gradient = 1
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+ patience = 5000
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+ max_epochs = 0
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+ max_steps = 0
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+ eval_frequency = 1000
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+ frozen_components = ["morphologizer","parser","attribute_ruler","lemmatizer"]
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+ before_to_disk = null
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+ annotating_components = []
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+
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+ [training.batcher]
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+ @batchers = "spacy.batch_by_words.v1"
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+ discard_oversize = false
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+ tolerance = 0.2
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+ get_length = null
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+
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+ [training.batcher.size]
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+ @schedules = "compounding.v1"
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+ start = 100
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+ stop = 1000
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+ compound = 1.001
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+ t = 0.0
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+
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+ [training.logger]
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+ @loggers = "prodigy.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 = true
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+ eps = 0.00000001
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+ learn_rate = 0.001
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+
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+ [training.score_weights]
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+ pos_acc = null
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+ morph_acc = null
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+ dep_las = null
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+ lemma_acc = null
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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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+ speed = 0.0
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+
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+ [pretraining]
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+
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+ [initialize]
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+ vectors = "ca_core_news_lg"
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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]
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+ {
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+ "lang":"ca",
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+ "name":"anonimization_core_lg",
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+ "version":"1.0.0",
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+ "description":"This is a Spacy multilingual anonimization model, for use with BSC's AnonymizationPipeline at https://github.com/TeMU-BSC/AnonymizationPipeline. The anonymization pipeline is a library for performing sensitive data identification and posterior anonymization of the detected data in Spanish and Catalan user generated plain text.",
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+ "author":"Joaquin Silveira",
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+ "email":"plantl-gob-es@bsc.es",
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+ "url":"https://github.com/TeMU-BSC/AnonymizationPipeline",
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+ "license":"MIT",
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+ "spacy_version":">=3.2.3,<3.3.0",
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+ "spacy_git_version":"99425de36",
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+ "vectors":{
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+ "width":300,
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+ "vectors":500000,
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+ "name":"ca_vectors"
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+ },
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+ "labels":{
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+ "Case=Loc|POS=PRON|Person=3|PronType=Prs",
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+ "Case=Acc|Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
122
+ "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part",
123
+ "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind",
124
+ "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind",
125
+ "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin",
126
+ "Number=Plur|POS=PRON|PronType=Rel",
127
+ "Gender=Masc|Number=Plur|POS=DET|PronType=Int",
128
+ "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
129
+ "AdvType=Tim|POS=NOUN",
130
+ "Gender=Masc|Number=Plur|POS=DET|PronType=Ind",
131
+ "Gender=Fem|Number=Plur|POS=DET|PronType=Ind",
132
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Int",
133
+ "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
134
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
135
+ "Number=Sing|POS=DET|PronType=Art",
136
+ "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
137
+ "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
138
+ "Gender=Masc|Number=Sing|POS=PRON|PronType=Int",
139
+ "POS=PUNCT|PunctType=Semi",
140
+ "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin",
141
+ "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs",
142
+ "Gender=Masc|NumType=Card|Number=Plur|POS=NUM",
143
+ "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
144
+ "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind",
145
+ "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
146
+ "NumForm=Digit|POS=SYM",
147
+ "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
148
+ "Gender=Fem|Number=Sing|POS=PRON|PronType=Int",
149
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Int",
150
+ "POS=PRON|PronType=Int",
151
+ "Gender=Fem|Number=Plur|POS=DET|PronType=Int",
152
+ "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
153
+ "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
154
+ "POS=PART",
155
+ "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem",
156
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Tot",
157
+ "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem",
158
+ "POS=ADJ",
159
+ "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs",
160
+ "Degree=Cmp|Number=Plur|POS=ADJ",
161
+ "POS=PUNCT|PunctType=Dash",
162
+ "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
163
+ "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
164
+ "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin",
165
+ "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part",
166
+ "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs",
167
+ "Gender=Masc|POS=NOUN",
168
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
169
+ "Gender=Fem|Number=Plur|POS=PRON|PronType=Int",
170
+ "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ",
171
+ "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
172
+ "POS=PUNCT|PunctType=Colo",
173
+ "Gender=Masc|NumType=Card|POS=NUM",
174
+ "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
175
+ "Number=Sing|POS=PRON|PronType=Int",
176
+ "POS=PUNCT|PunctType=Quot",
177
+ "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin",
178
+ "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
179
+ "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
180
+ "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
181
+ "POS=AUX|VerbForm=Ger",
182
+ "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs",
183
+ "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin",
184
+ "Number=Plur|POS=PRON|PronType=Ind",
185
+ "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem",
186
+ "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|Polite=Infm|PrepCase=Npr|PronType=Prs",
187
+ "Gender=Masc|Number=Plur|POS=PRON|PronType=Int",
188
+ "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
189
+ "NumForm=Digit|NumType=Frac|POS=NUM",
190
+ "POS=VERB",
191
+ "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem",
192
+ "Gender=Fem|POS=NOUN",
193
+ "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs",
194
+ "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
195
+ "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin",
196
+ "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
197
+ "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin",
198
+ "Number=Plur|POS=PRON|Person=1|PronType=Prs",
199
+ "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
200
+ "Case=Nom|Number=Sing|POS=PRON|Person=2|Polite=Infm|PronType=Prs",
201
+ "POS=X",
202
+ "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin",
203
+ "Number=Sing|POS=DET|PronType=Dem",
204
+ "POS=DET",
205
+ "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin",
206
+ "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
207
+ "POS=DET|PronType=Art",
208
+ "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
209
+ "NumType=Ord|Number=Sing|POS=ADJ",
210
+ "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part",
211
+ "Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs",
212
+ "Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part",
213
+ "Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part",
214
+ "Number=Plur|POS=PRON|PronType=Dem",
215
+ "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
216
+ "POS=PRON|PronType=Ind",
217
+ "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
218
+ "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin",
219
+ "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
220
+ "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs",
221
+ "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
222
+ "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
223
+ "POS=PUNCT|PunctSide=Fin|PunctType=Qest",
224
+ "NumForm=Digit|NumType=Ord|POS=ADJ",
225
+ "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
226
+ "NumForm=Digit|NumType=Frac|POS=SYM",
227
+ "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
228
+ "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
229
+ "Gender=Masc|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
230
+ "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin",
231
+ "POS=PUNCT|PunctSide=Ini|PunctType=Qest",
232
+ "NumType=Card|Number=Sing|POS=NUM",
233
+ "Foreign=Yes|POS=PRON|PronType=Int",
234
+ "Foreign=Yes|Mood=Ind|POS=VERB|VerbForm=Fin",
235
+ "Foreign=Yes|POS=ADP",
236
+ "Gender=Masc|Number=Sing|POS=PROPN",
237
+ "POS=PUNCT|PunctSide=Ini|PunctType=Excl",
238
+ "POS=PUNCT|PunctSide=Fin|PunctType=Excl",
239
+ "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin",
240
+ "Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs",
241
+ "Mood=Sub|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
242
+ "POS=PUNCT|PunctSide=Ini|PunctType=Comm",
243
+ "POS=PUNCT|PunctSide=Fin|PunctType=Comm",
244
+ "Number=Plur|POS=PRON|Person=2|PronType=Prs",
245
+ "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin",
246
+ "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs",
247
+ "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin",
248
+ "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin",
249
+ "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
250
+ "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
251
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
252
+ "Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs",
253
+ "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs",
254
+ "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
255
+ "POS=VERB|Tense=Past|VerbForm=Part",
256
+ "Mood=Imp|Number=Plur|POS=AUX|Person=3|VerbForm=Fin",
257
+ "Case=Nom|POS=PRON|Person=3|PronType=Prs",
258
+ "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
259
+ "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
260
+ "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel",
261
+ "Definite=Ind|Number=Sing|POS=DET|PronType=Art",
262
+ "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
263
+ "Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs",
264
+ "POS=AUX|Tense=Past|VerbForm=Part",
265
+ "Gender=Fem|NumType=Card|POS=NUM",
266
+ "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
267
+ "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
268
+ "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
269
+ "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin",
270
+ "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin",
271
+ "AdvType=Tim|Degree=Cmp|POS=ADV",
272
+ "Case=Acc|Number=Sing|POS=PRON|Person=2|Polite=Infm|PrepCase=Pre|PronType=Prs",
273
+ "POS=DET|PronType=Rel",
274
+ "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art",
275
+ "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin",
276
+ "POS=INTJ",
277
+ "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin",
278
+ "POS=VERB|VerbForm=Fin",
279
+ "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin",
280
+ "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
281
+ "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin",
282
+ "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs",
283
+ "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin",
284
+ "Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes",
285
+ "Foreign=Yes|POS=NOUN",
286
+ "Foreign=Yes|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin",
287
+ "Foreign=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs",
288
+ "Foreign=Yes|POS=SCONJ",
289
+ "Foreign=Yes|Gender=Fem|Number=Sing|POS=DET|PronType=Art",
290
+ "Gender=Masc|POS=SYM",
291
+ "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
292
+ "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs",
293
+ "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs",
294
+ "Gender=Fem|Number=Sing|POS=PROPN",
295
+ "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin",
296
+ "Definite=Def|Foreign=Yes|Gender=Masc|Number=Sing|POS=DET|PronType=Art",
297
+ "Foreign=Yes|POS=VERB",
298
+ "Foreign=Yes|POS=ADJ",
299
+ "Foreign=Yes|POS=DET",
300
+ "Foreign=Yes|POS=ADV",
301
+ "POS=PUNCT|PunctSide=Fin|Punta d'aignctType=Brck",
302
+ "Degree=Cmp|POS=ADJ",
303
+ "AdvType=Tim|POS=SYM",
304
+ "Number=Plur|POS=DET|PronType=Dem",
305
+ "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin"
306
+ ],
307
+ "parser":[
308
+ "ROOT",
309
+ "acl",
310
+ "advcl",
311
+ "advmod",
312
+ "amod",
313
+ "appos",
314
+ "aux",
315
+ "case",
316
+ "cc",
317
+ "ccomp",
318
+ "compound",
319
+ "conj",
320
+ "cop",
321
+ "csubj",
322
+ "dep",
323
+ "det",
324
+ "expl:pass",
325
+ "fixed",
326
+ "flat",
327
+ "iobj",
328
+ "mark",
329
+ "nmod",
330
+ "nsubj",
331
+ "nummod",
332
+ "obj",
333
+ "obl",
334
+ "parataxis",
335
+ "punct",
336
+ "xcomp"
337
+ ],
338
+ "attribute_ruler":[
339
+
340
+ ],
341
+ "lemmatizer":[
342
+
343
+ ],
344
+ "ner":[
345
+ "EMAIL",
346
+ "FINANCIAL",
347
+ "ID",
348
+ "LOC",
349
+ "MISC",
350
+ "ORG",
351
+ "PER",
352
+ "TELEPHONE",
353
+ "VEHICLE",
354
+ "ZIP"
355
+ ]
356
+ },
357
+ "pipeline":[
358
+ "tok2vec",
359
+ "morphologizer",
360
+ "parser",
361
+ "attribute_ruler",
362
+ "lemmatizer",
363
+ "ner"
364
+ ],
365
+ "components":[
366
+ "tok2vec",
367
+ "morphologizer",
368
+ "parser",
369
+ "attribute_ruler",
370
+ "lemmatizer",
371
+ "ner"
372
+ ],
373
+ "disabled":[
374
+
375
+ ],
376
+ "performance":{
377
+ "pos_acc":0.0,
378
+ "morph_acc":0.0,
379
+ "morph_per_feat":0.0,
380
+ "dep_uas":0.0,
381
+ "dep_las":0.0,
382
+ "dep_las_per_type":0.0,
383
+ "sents_p":0.0,
384
+ "sents_r":0.0,
385
+ "sents_f":0.0,
386
+ "lemma_acc":0.0,
387
+ "ents_f":0.6911764706,
388
+ "ents_p":0.746031746,
389
+ "ents_r":0.6438356164,
390
+ "ents_per_type":{
391
+ "LOC":{
392
+ "p":0.652892562,
393
+ "r":0.5895522388,
394
+ "f":0.6196078431
395
+ },
396
+ "ID":{
397
+ "p":0.8,
398
+ "r":0.5714285714,
399
+ "f":0.6666666667
400
+ },
401
+ "PER":{
402
+ "p":0.8695652174,
403
+ "r":0.625,
404
+ "f":0.7272727273
405
+ },
406
+ "EMAIL":{
407
+ "p":0.8571428571,
408
+ "r":1.0,
409
+ "f":0.9230769231
410
+ },
411
+ "ZIP":{
412
+ "p":1.0,
413
+ "r":1.0,
414
+ "f":1.0
415
+ },
416
+ "TELEPHONE":{
417
+ "p":1.0,
418
+ "r":0.8888888889,
419
+ "f":0.9411764706
420
+ },
421
+ "VEHICLE":{
422
+ "p":1.0,
423
+ "r":0.7894736842,
424
+ "f":0.8823529412
425
+ }
426
+ },
427
+ "speed":7904.1995709831,
428
+ "tok2vec_loss":0.0,
429
+ "ner_loss":265.7377590023
430
+ },
431
+ "requirements":[
432
+
433
+ ]
434
+ }
morphologizer/cfg ADDED
@@ -0,0 +1,574 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "extend":false,
3
+ "labels_morph":{
4
+ "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Sing|PronType=Art",
5
+ "POS=PROPN":"",
6
+ "POS=PUNCT|PunctSide=Ini|PunctType=Brck":"PunctSide=Ini|PunctType=Brck",
7
+ "POS=PUNCT|PunctSide=Fin|PunctType=Brck":"PunctSide=Fin|PunctType=Brck",
8
+ "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
9
+ "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
10
+ "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Sing|PronType=Art",
11
+ "Gender=Fem|Number=Sing|POS=NOUN":"Gender=Fem|Number=Sing",
12
+ "POS=ADP":"",
13
+ "NumType=Card|Number=Plur|POS=NUM":"NumType=Card|Number=Plur",
14
+ "Gender=Masc|Number=Plur|POS=NOUN":"Gender=Masc|Number=Plur",
15
+ "Number=Sing|POS=ADJ":"Number=Sing",
16
+ "POS=CCONJ":"",
17
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
18
+ "NumForm=Digit|NumType=Card|POS=NUM":"NumForm=Digit|NumType=Card",
19
+ "NumForm=Digit|POS=NOUN":"NumForm=Digit",
20
+ "Gender=Masc|Number=Plur|POS=ADJ":"Gender=Masc|Number=Plur",
21
+ "POS=PUNCT|PunctType=Comm":"PunctType=Comm",
22
+ "POS=AUX|VerbForm=Inf":"VerbForm=Inf",
23
+ "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes":"Case=Acc,Dat|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes",
24
+ "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Masc|Number=Plur|PronType=Art",
25
+ "POS=PRON|PronType=Rel":"PronType=Rel",
26
+ "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
27
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Gender=Fem|Number=Sing|PronType=Art",
28
+ "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
29
+ "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Def|Gender=Fem|Number=Plur|PronType=Art",
30
+ "Gender=Fem|Number=Plur|POS=NOUN":"Gender=Fem|Number=Plur",
31
+ "Gender=Fem|Number=Plur|POS=ADJ":"Gender=Fem|Number=Plur",
32
+ "POS=VERB|VerbForm=Inf":"VerbForm=Inf",
33
+ "Case=Acc,Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=3|PronType=Prs",
34
+ "Number=Plur|POS=ADJ":"Number=Plur",
35
+ "POS=PUNCT|PunctType=Peri":"PunctType=Peri",
36
+ "Number=Sing|POS=PRON|PronType=Rel":"Number=Sing|PronType=Rel",
37
+ "Gender=Masc|Number=Sing|POS=NOUN":"Gender=Masc|Number=Sing",
38
+ "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=2|VerbForm=Fin",
39
+ "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part":"Gender=Masc|Number=Plur|VerbForm=Part",
40
+ "POS=SCONJ":"",
41
+ "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
42
+ "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
43
+ "Definite=Def|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Number=Sing|PronType=Art",
44
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
45
+ "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part":"Gender=Fem|Number=Plur|VerbForm=Part",
46
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
47
+ "POS=VERB|VerbForm=Ger":"VerbForm=Ger",
48
+ "POS=NOUN":"",
49
+ "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":"Gender=Fem|NumType=Card|Number=Sing",
50
+ "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part":"Gender=Fem|Number=Sing|VerbForm=Part",
51
+ "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Plur",
52
+ "POS=SYM":"",
53
+ "Gender=Masc|Number=Sing|POS=ADJ":"Gender=Masc|Number=Sing",
54
+ "Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part":"Gender=Masc|Number=Sing|VerbForm=Part",
55
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
56
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
57
+ "POS=ADV|Polarity=Neg":"Polarity=Neg",
58
+ "POS=ADV":"",
59
+ "Number=Sing|POS=PRON|PronType=Dem":"Number=Sing|PronType=Dem",
60
+ "Number=Sing|POS=NOUN":"Number=Sing",
61
+ "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
62
+ "Number=Plur|POS=NOUN":"Number=Plur",
63
+ "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
64
+ "Gender=Fem|Number=Sing|POS=ADJ":"Gender=Fem|Number=Sing",
65
+ "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
66
+ "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
67
+ "Case=Loc|POS=PRON|Person=3|PronType=Prs":"Case=Loc|Person=3|PronType=Prs",
68
+ "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Fem|NumType=Ord|Number=Sing",
69
+ "Degree=Cmp|POS=ADV":"Degree=Cmp",
70
+ "Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Gender=Fem|Number=Plur|PronType=Art",
71
+ "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
72
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
73
+ "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Sing",
74
+ "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Fut|VerbForm=Fin",
75
+ "NumType=Card|POS=NUM":"NumType=Card",
76
+ "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
77
+ "Number=Sing|POS=PRON|PronType=Ind":"Number=Sing|PronType=Ind",
78
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Gender=Masc|Number=Sing|PronType=Art",
79
+ "Number=Plur|POS=DET|PronType=Ind":"Number=Plur|PronType=Ind",
80
+ "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
81
+ "Gender=Masc|Number=Plur|POS=DET|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
82
+ "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Fut|VerbForm=Fin",
83
+ "Gender=Masc|NumType=Card|Number=Sing|POS=NUM":"Gender=Masc|NumType=Card|Number=Sing",
84
+ "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Pres|VerbForm=Fin",
85
+ "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Fem|Number=Sing|Person=3|PronType=Prs",
86
+ "Number=Sing|POS=DET|PronType=Ind":"Number=Sing|PronType=Ind",
87
+ "POS=PUNCT":"",
88
+ "Number=Sing|POS=DET|PronType=Rel":"Number=Sing|PronType=Rel",
89
+ "Case=Gen|POS=PRON|Person=3|PronType=Prs":"Case=Gen|Person=3|PronType=Prs",
90
+ "Gender=Fem|NumType=Card|Number=Plur|POS=NUM":"Gender=Fem|NumType=Card|Number=Plur",
91
+ "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
92
+ "POS=DET|PronType=Ind":"PronType=Ind",
93
+ "POS=AUX":"",
94
+ "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Neut|Number=Sing|Person=3|PronType=Prs",
95
+ "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=1|PronType=Prs",
96
+ "Degree=Cmp|Number=Sing|POS=ADJ":"Degree=Cmp|Number=Sing",
97
+ "Number=Sing|POS=VERB":"Number=Sing",
98
+ "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
99
+ "Gender=Fem|Number=Plur|POS=DET|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
100
+ "Gender=Masc|Number=Plur|POS=DET|PronType=Art":"Gender=Masc|Number=Plur|PronType=Art",
101
+ "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
102
+ "Case=Acc|Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Fem,Masc|Number=Sing|Person=3|PronType=Prs",
103
+ "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
104
+ "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":"Gender=Masc|Number=Sing|PronType=Ind",
105
+ "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
106
+ "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
107
+ "Number=Plur|POS=PRON|PronType=Rel":"Number=Plur|PronType=Rel",
108
+ "Gender=Masc|Number=Plur|POS=DET|PronType=Int":"Gender=Masc|Number=Plur|PronType=Int",
109
+ "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
110
+ "AdvType=Tim|POS=NOUN":"AdvType=Tim",
111
+ "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":"Gender=Masc|Number=Plur|PronType=Ind",
112
+ "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":"Gender=Fem|Number=Plur|PronType=Ind",
113
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
114
+ "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin",
115
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
116
+ "Number=Sing|POS=DET|PronType=Art":"Number=Sing|PronType=Art",
117
+ "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
118
+ "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
119
+ "Gender=Masc|Number=Sing|POS=PRON|PronType=Int":"Gender=Masc|Number=Sing|PronType=Int",
120
+ "POS=PUNCT|PunctType=Semi":"PunctType=Semi",
121
+ "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin",
122
+ "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Case=Dat|Number=Sing|Person=3|PronType=Prs",
123
+ "Gender=Masc|NumType=Card|Number=Plur|POS=NUM":"Gender=Masc|NumType=Card|Number=Plur",
124
+ "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
125
+ "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":"Gender=Fem|Number=Sing|PronType=Ind",
126
+ "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
127
+ "NumForm=Digit|POS=SYM":"NumForm=Digit",
128
+ "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Sing|Tense=Past|VerbForm=Part",
129
+ "Gender=Fem|Number=Sing|POS=PRON|PronType=Int":"Gender=Fem|Number=Sing|PronType=Int",
130
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Int":"Gender=Fem|Number=Sing|PronType=Int",
131
+ "POS=PRON|PronType=Int":"PronType=Int",
132
+ "Gender=Fem|Number=Plur|POS=DET|PronType=Int":"Gender=Fem|Number=Plur|PronType=Int",
133
+ "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=3|VerbForm=Fin",
134
+ "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=3|VerbForm=Fin",
135
+ "POS=PART":"",
136
+ "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem":"Gender=Fem|Number=Sing|PronType=Dem",
137
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":"Gender=Masc|Number=Sing|PronType=Tot",
138
+ "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":"Gender=Masc|Number=Plur|PronType=Dem",
139
+ "POS=ADJ":"",
140
+ "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Gender=Masc|Number=Plur|Person=3|PronType=Prs",
141
+ "Degree=Cmp|Number=Plur|POS=ADJ":"Degree=Cmp|Number=Plur",
142
+ "POS=PUNCT|PunctType=Dash":"PunctType=Dash",
143
+ "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
144
+ "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Case=Acc|Gender=Fem|Number=Plur|Person=3|PronType=Prs",
145
+ "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=3|Tense=Imp|VerbForm=Fin",
146
+ "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
147
+ "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|PronType=Prs",
148
+ "Gender=Masc|POS=NOUN":"Gender=Masc",
149
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
150
+ "Gender=Fem|Number=Plur|POS=PRON|PronType=Int":"Gender=Fem|Number=Plur|PronType=Int",
151
+ "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":"Gender=Masc|NumType=Ord|Number=Plur",
152
+ "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
153
+ "POS=PUNCT|PunctType=Colo":"PunctType=Colo",
154
+ "Gender=Masc|NumType=Card|POS=NUM":"Gender=Masc|NumType=Card",
155
+ "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|PronType=Prs",
156
+ "Number=Sing|POS=PRON|PronType=Int":"Number=Sing|PronType=Int",
157
+ "POS=PUNCT|PunctType=Quot":"PunctType=Quot",
158
+ "Mood=Imp|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
159
+ "Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
160
+ "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
161
+ "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Fut|VerbForm=Fin",
162
+ "POS=AUX|VerbForm=Ger":"VerbForm=Ger",
163
+ "Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|PronType=Prs",
164
+ "Mood=Imp|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":"Mood=Imp|Number=Sing|Person=3|VerbForm=Fin",
165
+ "Number=Plur|POS=PRON|PronType=Ind":"Number=Plur|PronType=Ind",
166
+ "Gender=Masc|Number=Sing|POS=PRON|PronType=Dem":"Gender=Masc|Number=Sing|PronType=Dem",
167
+ "Case=Acc,Dat|Number=Sing|POS=PRON|Person=2|Polite=Infm|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=2|Polite=Infm|PrepCase=Npr|PronType=Prs",
168
+ "Gender=Masc|Number=Plur|POS=PRON|PronType=Int":"Gender=Masc|Number=Plur|PronType=Int",
169
+ "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
170
+ "NumForm=Digit|NumType=Frac|POS=NUM":"NumForm=Digit|NumType=Frac",
171
+ "POS=VERB":"",
172
+ "Gender=Fem|Number=Plur|POS=PRON|PronType=Dem":"Gender=Fem|Number=Plur|PronType=Dem",
173
+ "Gender=Fem|POS=NOUN":"Gender=Fem",
174
+ "Case=Acc,Dat|Number=Sing|POS=PRON|Person=1|PrepCase=Npr|PronType=Prs":"Case=Acc,Dat|Number=Sing|Person=1|PrepCase=Npr|PronType=Prs",
175
+ "Mood=Sub|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
176
+ "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
177
+ "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
178
+ "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=3|Tense=Imp|VerbForm=Fin",
179
+ "Number=Plur|POS=PRON|Person=1|PronType=Prs":"Number=Plur|Person=1|PronType=Prs",
180
+ "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
181
+ "Case=Nom|Number=Sing|POS=PRON|Person=2|Polite=Infm|PronType=Prs":"Case=Nom|Number=Sing|Person=2|Polite=Infm|PronType=Prs",
182
+ "POS=X":"",
183
+ "Mood=Cnd|Number=Plur|POS=AUX|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin",
184
+ "Number=Sing|POS=DET|PronType=Dem":"Number=Sing|PronType=Dem",
185
+ "POS=DET":"",
186
+ "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
187
+ "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
188
+ "POS=DET|PronType=Art":"PronType=Art",
189
+ "Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
190
+ "NumType=Ord|Number=Sing|POS=ADJ":"NumType=Ord|Number=Sing",
191
+ "Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Sing|Tense=Past|VerbForm=Part",
192
+ "Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
193
+ "Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Fem|Number=Plur|Tense=Past|VerbForm=Part",
194
+ "Gender=Masc|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part":"Gender=Masc|Number=Plur|Tense=Past|VerbForm=Part",
195
+ "Number=Plur|POS=PRON|PronType=Dem":"Number=Plur|PronType=Dem",
196
+ "Mood=Imp|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=1|VerbForm=Fin",
197
+ "POS=PRON|PronType=Ind":"PronType=Ind",
198
+ "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
199
+ "Mood=Imp|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=3|VerbForm=Fin",
200
+ "Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs":"Case=Nom|Number=Sing|Person=1|PronType=Prs",
201
+ "Case=Acc|Number=Sing|POS=PRON|Person=1|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=1|PrepCase=Pre|PronType=Prs",
202
+ "Mood=Ind|Number=Sing|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
203
+ "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
204
+ "POS=PUNCT|PunctSide=Fin|PunctType=Qest":"PunctSide=Fin|PunctType=Qest",
205
+ "NumForm=Digit|NumType=Ord|POS=ADJ":"NumForm=Digit|NumType=Ord",
206
+ "Case=Acc|POS=PRON|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes":"Case=Acc|Person=3|PrepCase=Pre|PronType=Prs|Reflex=Yes",
207
+ "NumForm=Digit|NumType=Frac|POS=SYM":"NumForm=Digit|NumType=Frac",
208
+ "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
209
+ "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
210
+ "Gender=Masc|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
211
+ "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Pres|VerbForm=Fin",
212
+ "POS=PUNCT|PunctSide=Ini|PunctType=Qest":"PunctSide=Ini|PunctType=Qest",
213
+ "NumType=Card|Number=Sing|POS=NUM":"NumType=Card|Number=Sing",
214
+ "Foreign=Yes|POS=PRON|PronType=Int":"Foreign=Yes|PronType=Int",
215
+ "Foreign=Yes|Mood=Ind|POS=VERB|VerbForm=Fin":"Foreign=Yes|Mood=Ind|VerbForm=Fin",
216
+ "Foreign=Yes|POS=ADP":"Foreign=Yes",
217
+ "Gender=Masc|Number=Sing|POS=PROPN":"Gender=Masc|Number=Sing",
218
+ "POS=PUNCT|PunctSide=Ini|PunctType=Excl":"PunctSide=Ini|PunctType=Excl",
219
+ "POS=PUNCT|PunctSide=Fin|PunctType=Excl":"PunctSide=Fin|PunctType=Excl",
220
+ "Mood=Cnd|Number=Sing|POS=AUX|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin",
221
+ "Number=Plur|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Number=Plur|Person=2|Polite=Form|PronType=Prs",
222
+ "Mood=Sub|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Person=1|Tense=Imp|VerbForm=Fin",
223
+ "POS=PUNCT|PunctSide=Ini|PunctType=Comm":"PunctSide=Ini|PunctType=Comm",
224
+ "POS=PUNCT|PunctSide=Fin|PunctType=Comm":"PunctSide=Fin|PunctType=Comm",
225
+ "Number=Plur|POS=PRON|Person=2|PronType=Prs":"Number=Plur|Person=2|PronType=Prs",
226
+ "Mood=Ind|Number=Plur|POS=AUX|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Pres|VerbForm=Fin",
227
+ "Case=Acc,Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs":"Case=Acc,Dat|Number=Plur|Person=2|PronType=Prs",
228
+ "Mood=Cnd|Number=Sing|POS=VERB|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Sing|Person=1|VerbForm=Fin",
229
+ "Mood=Cnd|Number=Plur|POS=VERB|Person=1|VerbForm=Fin":"Mood=Cnd|Number=Plur|Person=1|VerbForm=Fin",
230
+ "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
231
+ "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
232
+ "Definite=Ind|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Masc|Number=Sing|PronType=Art",
233
+ "Number=Sing|POS=PRON|Person=2|Polite=Form|PronType=Prs":"Number=Sing|Person=2|Polite=Form|PronType=Prs",
234
+ "Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Sing|Person=1|Poss=Yes|PronType=Prs",
235
+ "Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
236
+ "POS=VERB|Tense=Past|VerbForm=Part":"Tense=Past|VerbForm=Part",
237
+ "Mood=Imp|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":"Mood=Imp|Number=Plur|Person=3|VerbForm=Fin",
238
+ "Case=Nom|POS=PRON|Person=3|PronType=Prs":"Case=Nom|Person=3|PronType=Prs",
239
+ "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=3|Tense=Past|VerbForm=Fin",
240
+ "Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Person=3|Poss=Yes|PronType=Prs",
241
+ "Gender=Masc|Number=Sing|POS=PRON|PronType=Rel":"Gender=Masc|Number=Sing|PronType=Rel",
242
+ "Definite=Ind|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Number=Sing|PronType=Art",
243
+ "Gender=Masc|Number=Sing|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Sing|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
244
+ "Number=Plur|Number[psor]=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs":"Number=Plur|Number[psor]=Plur|Person=1|Poss=Yes|PronType=Prs",
245
+ "POS=AUX|Tense=Past|VerbForm=Part":"Tense=Past|VerbForm=Part",
246
+ "Gender=Fem|NumType=Card|POS=NUM":"Gender=Fem|NumType=Card",
247
+ "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
248
+ "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Imp|VerbForm=Fin",
249
+ "Gender=Fem|Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Plur|Person=3|Poss=Yes|PronType=Prs",
250
+ "Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=1|Tense=Fut|VerbForm=Fin",
251
+ "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
252
+ "AdvType=Tim|Degree=Cmp|POS=ADV":"AdvType=Tim|Degree=Cmp",
253
+ "Case=Acc|Number=Sing|POS=PRON|Person=2|Polite=Infm|PrepCase=Pre|PronType=Prs":"Case=Acc|Number=Sing|Person=2|Polite=Infm|PrepCase=Pre|PronType=Prs",
254
+ "POS=DET|PronType=Rel":"PronType=Rel",
255
+ "Definite=Ind|Gender=Fem|Number=Plur|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Plur|PronType=Art",
256
+ "Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=2|Tense=Fut|VerbForm=Fin",
257
+ "POS=INTJ":"",
258
+ "Mood=Sub|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=1|Tense=Pres|VerbForm=Fin",
259
+ "POS=VERB|VerbForm=Fin":"VerbForm=Fin",
260
+ "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":"Mood=Ind|Number=Plur|Person=3|Tense=Past|VerbForm=Fin",
261
+ "Definite=Ind|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Definite=Ind|Gender=Fem|Number=Sing|PronType=Art",
262
+ "Mood=Sub|Number=Plur|POS=AUX|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
263
+ "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=3|Poss=Yes|PronType=Prs",
264
+ "Mood=Sub|Number=Sing|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin":"Mood=Sub|Number=Sing|Person=2|Tense=Pres|VerbForm=Fin",
265
+ "Case=Acc|POS=PRON|Person=3|PronType=Prs|Reflex=Yes":"Case=Acc|Person=3|PronType=Prs|Reflex=Yes",
266
+ "Foreign=Yes|POS=NOUN":"Foreign=Yes",
267
+ "Foreign=Yes|Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":"Foreign=Yes|Mood=Ind|Number=Sing|Person=3|Tense=Pres|VerbForm=Fin",
268
+ "Foreign=Yes|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":"Foreign=Yes|Gender=Masc|Number=Sing|Person=3|PronType=Prs",
269
+ "Foreign=Yes|POS=SCONJ":"Foreign=Yes",
270
+ "Foreign=Yes|Gender=Fem|Number=Sing|POS=DET|PronType=Art":"Foreign=Yes|Gender=Fem|Number=Sing|PronType=Art",
271
+ "Gender=Masc|POS=SYM":"Gender=Masc",
272
+ "Gender=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Fem|Number=Sing|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
273
+ "Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":"Number=Sing|Person=3|Poss=Yes|PronType=Prs",
274
+ "Gender=Masc|Number=Plur|Number[psor]=Sing|POS=DET|Person=2|Poss=Yes|PronType=Prs":"Gender=Masc|Number=Plur|Number[psor]=Sing|Person=2|Poss=Yes|PronType=Prs",
275
+ "Gender=Fem|Number=Sing|POS=PROPN":"Gender=Fem|Number=Sing",
276
+ "Mood=Sub|Number=Plur|POS=VERB|Person=1|Tense=Imp|VerbForm=Fin":"Mood=Sub|Number=Plur|Person=1|Tense=Imp|VerbForm=Fin",
277
+ "Definite=Def|Foreign=Yes|Gender=Masc|Number=Sing|POS=DET|PronType=Art":"Definite=Def|Foreign=Yes|Gender=Masc|Number=Sing|PronType=Art",
278
+ "Foreign=Yes|POS=VERB":"Foreign=Yes",
279
+ "Foreign=Yes|POS=ADJ":"Foreign=Yes",
280
+ "Foreign=Yes|POS=DET":"Foreign=Yes",
281
+ "Foreign=Yes|POS=ADV":"Foreign=Yes",
282
+ "POS=PUNCT|PunctSide=Fin|Punta d'aignctType=Brck":"PunctSide=Fin|Punta d'aignctType=Brck",
283
+ "Degree=Cmp|POS=ADJ":"Degree=Cmp",
284
+ "AdvType=Tim|POS=SYM":"AdvType=Tim",
285
+ "Number=Plur|POS=DET|PronType=Dem":"Number=Plur|PronType=Dem",
286
+ "Mood=Ind|Number=Sing|POS=VERB|Person=2|Tense=Fut|VerbForm=Fin":"Mood=Ind|Number=Sing|Person=2|Tense=Fut|VerbForm=Fin"
287
+ },
288
+ "labels_pos":{
289
+ "Definite=Def|Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
290
+ "POS=PROPN":96,
291
+ "POS=PUNCT|PunctSide=Ini|PunctType=Brck":97,
292
+ "POS=PUNCT|PunctSide=Fin|PunctType=Brck":97,
293
+ "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
294
+ "Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
295
+ "Definite=Def|Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
296
+ "Gender=Fem|Number=Sing|POS=NOUN":92,
297
+ "POS=ADP":85,
298
+ "NumType=Card|Number=Plur|POS=NUM":93,
299
+ "Gender=Masc|Number=Plur|POS=NOUN":92,
300
+ "Number=Sing|POS=ADJ":84,
301
+ "POS=CCONJ":89,
302
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Ind":90,
303
+ "NumForm=Digit|NumType=Card|POS=NUM":93,
304
+ "NumForm=Digit|POS=NOUN":92,
305
+ "Gender=Masc|Number=Plur|POS=ADJ":84,
306
+ "POS=PUNCT|PunctType=Comm":97,
307
+ "POS=AUX|VerbForm=Inf":87,
308
+ "Case=Acc,Dat|POS=PRON|Person=3|PrepCase=Npr|PronType=Prs|Reflex=Yes":95,
309
+ "Definite=Def|Gender=Masc|Number=Plur|POS=DET|PronType=Art":90,
310
+ "POS=PRON|PronType=Rel":95,
311
+ "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
312
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Art":90,
313
+ "Gender=Fem|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
314
+ "Definite=Def|Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
315
+ "Gender=Fem|Number=Plur|POS=NOUN":92,
316
+ "Gender=Fem|Number=Plur|POS=ADJ":84,
317
+ "POS=VERB|VerbForm=Inf":100,
318
+ "Case=Acc,Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
319
+ "Number=Plur|POS=ADJ":84,
320
+ "POS=PUNCT|PunctType=Peri":97,
321
+ "Number=Sing|POS=PRON|PronType=Rel":95,
322
+ "Gender=Masc|Number=Sing|POS=NOUN":92,
323
+ "Mood=Imp|Number=Sing|POS=VERB|Person=2|VerbForm=Fin":100,
324
+ "Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part":84,
325
+ "POS=SCONJ":98,
326
+ "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
327
+ "Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
328
+ "Definite=Def|Number=Sing|POS=DET|PronType=Art":90,
329
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Ind":90,
330
+ "Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part":84,
331
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Dem":90,
332
+ "POS=VERB|VerbForm=Ger":100,
333
+ "POS=NOUN":92,
334
+ "Gender=Fem|NumType=Card|Number=Sing|POS=NUM":93,
335
+ "Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part":84,
336
+ "Gender=Fem|NumType=Ord|Number=Plur|POS=ADJ":84,
337
+ "POS=SYM":99,
338
+ "Gender=Masc|Number=Sing|POS=ADJ":84,
339
+ "Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part":84,
340
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
341
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Dem":90,
342
+ "POS=ADV|Polarity=Neg":86,
343
+ "POS=ADV":86,
344
+ "Number=Sing|POS=PRON|PronType=Dem":95,
345
+ "Number=Sing|POS=NOUN":92,
346
+ "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
347
+ "Number=Plur|POS=NOUN":92,
348
+ "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
349
+ "Gender=Fem|Number=Sing|POS=ADJ":84,
350
+ "Mood=Sub|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
351
+ "Gender=Masc|Number=Sing|POS=PRON|PronType=Tot":95,
352
+ "Case=Loc|POS=PRON|Person=3|PronType=Prs":95,
353
+ "Gender=Fem|NumType=Ord|Number=Sing|POS=ADJ":84,
354
+ "Degree=Cmp|POS=ADV":86,
355
+ "Gender=Fem|Number=Plur|POS=DET|PronType=Art":90,
356
+ "Gender=Fem|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
357
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":100,
358
+ "Gender=Masc|NumType=Ord|Number=Sing|POS=ADJ":84,
359
+ "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":87,
360
+ "NumType=Card|POS=NUM":93,
361
+ "Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Fut|VerbForm=Fin":100,
362
+ "Number=Sing|POS=PRON|PronType=Ind":95,
363
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Art":90,
364
+ "Number=Plur|POS=DET|PronType=Ind":90,
365
+ "Mood=Sub|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
366
+ "Gender=Masc|Number=Plur|POS=DET|PronType=Dem":90,
367
+ "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Fut|VerbForm=Fin":87,
368
+ "Gender=Masc|NumType=Card|Number=Sing|POS=NUM":93,
369
+ "Mood=Sub|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
370
+ "Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
371
+ "Number=Sing|POS=DET|PronType=Ind":90,
372
+ "POS=PUNCT":97,
373
+ "Number=Sing|POS=DET|PronType=Rel":90,
374
+ "Case=Gen|POS=PRON|Person=3|PronType=Prs":95,
375
+ "Gender=Fem|NumType=Card|Number=Plur|POS=NUM":93,
376
+ "Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin":100,
377
+ "POS=DET|PronType=Ind":90,
378
+ "POS=AUX":87,
379
+ "Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
380
+ "Case=Acc,Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs":95,
381
+ "Degree=Cmp|Number=Sing|POS=ADJ":84,
382
+ "Number=Sing|POS=VERB":100,
383
+ "Gender=Masc|Number=Plur|POS=PRON|PronType=Ind":95,
384
+ "Gender=Fem|Number=Plur|POS=DET|PronType=Dem":90,
385
+ "Gender=Masc|Number=Plur|POS=DET|PronType=Art":90,
386
+ "Gender=Masc|Number=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
387
+ "Case=Acc|Gender=Fem,Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
388
+ "Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part":100,
389
+ "Gender=Masc|Number=Sing|POS=PRON|PronType=Ind":95,
390
+ "Gender=Fem|Number=Plur|POS=PRON|PronType=Ind":95,
391
+ "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin":100,
392
+ "Number=Plur|POS=PRON|PronType=Rel":95,
393
+ "Gender=Masc|Number=Plur|POS=DET|PronType=Int":90,
394
+ "Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
395
+ "AdvType=Tim|POS=NOUN":92,
396
+ "Gender=Masc|Number=Plur|POS=DET|PronType=Ind":90,
397
+ "Gender=Fem|Number=Plur|POS=DET|PronType=Ind":90,
398
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Int":90,
399
+ "Mood=Cnd|Number=Sing|POS=AUX|Person=3|VerbForm=Fin":87,
400
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
401
+ "Number=Sing|POS=DET|PronType=Art":90,
402
+ "Gender=Masc|Number=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs":90,
403
+ "Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
404
+ "Gender=Masc|Number=Sing|POS=PRON|PronType=Int":95,
405
+ "POS=PUNCT|PunctType=Semi":97,
406
+ "Mood=Cnd|Number=Plur|POS=AUX|Person=3|VerbForm=Fin":87,
407
+ "Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
408
+ "Gender=Masc|NumType=Card|Number=Plur|POS=NUM":93,
409
+ "Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
410
+ "Gender=Fem|Number=Sing|POS=PRON|PronType=Ind":95,
411
+ "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Imp|VerbForm=Fin":87,
412
+ "NumForm=Digit|POS=SYM":99,
413
+ "Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part":87,
414
+ "Gender=Fem|Number=Sing|POS=PRON|PronType=Int":95,
415
+ "Gender=Fem|Number=Sing|POS=DET|PronType=Int":90,
416
+ "POS=PRON|PronType=Int":95,
417
+ "Gender=Fem|Number=Plur|POS=DET|PronType=Int":90,
418
+ "Mood=Cnd|Number=Sing|POS=VERB|Person=3|VerbForm=Fin":100,
419
+ "Mood=Cnd|Number=Plur|POS=VERB|Person=3|VerbForm=Fin":100,
420
+ "POS=PART":94,
421
+ "Gender=Fem|Number=Sing|POS=PRON|PronType=Dem":95,
422
+ "Gender=Masc|Number=Sing|POS=DET|PronType=Tot":90,
423
+ "Gender=Masc|Number=Plur|POS=PRON|PronType=Dem":95,
424
+ "POS=ADJ":84,
425
+ "Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
426
+ "Degree=Cmp|Number=Plur|POS=ADJ":84,
427
+ "POS=PUNCT|PunctType=Dash":97,
428
+ "Mood=Sub|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin":87,
429
+ "Case=Acc|Gender=Fem|Number=Plur|POS=PRON|Person=3|PronType=Prs":95,
430
+ "Mood=Sub|Number=Sing|POS=VERB|Person=3|Tense=Imp|VerbForm=Fin":100,
431
+ "Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part":100,
432
+ "Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
433
+ "Gender=Masc|POS=NOUN":92,
434
+ "Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin":100,
435
+ "Gender=Fem|Number=Plur|POS=PRON|PronType=Int":95,
436
+ "Gender=Masc|NumType=Ord|Number=Plur|POS=ADJ":84,
437
+ "Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Fut|VerbForm=Fin":87,
438
+ "POS=PUNCT|PunctType=Colo":97,
439
+ "Gender=Masc|NumType=Card|POS=NUM":93,
440
+ "Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs":95,
441
+ "Number=Sing|POS=PRON|PronType=Int":95,
442
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