  patience = 10000
  eval_frequency = 200
  score_weights = {"dep_las": 0.4, "ents_f": 0.4, "tag_acc": 0.2}
  frozen_components = []
  
  [training.corpus]
  
  [training.corpus.train]
  @readers = "spacy.Corpus.v1"
  path = ${paths:train}
  gold_preproc = true
  max_length = 0
  limit = 0
  
  [training.corpus.dev]
  @readers = "spacy.Corpus.v1"
  path = ${paths:dev}
  gold_preproc = ${training.read_train:gold_preproc}
  max_length = 0
  limit = 0
  
  [training.batcher]
  @batchers = "spacy.batch_by_words.v1"
  discard_oversize = false
  tolerance = 0.2
 
</s> remove [training]
seed = ${system:seed}
dropout = 0.2
init_tok2vec = ${paths:init_tok2vec}
vectors = null
accumulate_gradient = 1
max_steps = 0
max_epochs = 0
patience = 10000
eval_frequency = 200
score_weights = {"dep_las": 0.8, "tag_acc": 0.2}

[training.corpus]
 </s> add [corpora] </s> remove [training.corpus.train]
 </s> add [corpora.train] </s> remove gold_preproc = ${training.read_train:gold_preproc}
 </s> add gold_preproc = ${corpora.train.gold_preproc} </s> remove [training.corpus.dev]
 </s> add [corpora.dev]
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
  patience = 10000
  eval_frequency = 200
  score_weights = {"dep_las": 0.4, "ents_f": 0.4, "tag_acc": 0.2}
  frozen_components = []
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
dev_corpus = "corpora.dev"
train_corpus = "corpora.train"
  
  [training.batcher]
  @batchers = "spacy.batch_by_words.v1"
  discard_oversize = false
  tolerance = 0.2
keep keep keep keep replace replace replace replace replace replace replace replace replace replace replace replace replace replace replace replace keep keep keep keep keep
 generalize corpora, dot notation for dev and train corpus 
extra/experiments/onto-joint/defaults.cfg