Token Classification
spaCy
Tagalog
Eval Results
ljvmiranda921's picture
Update spaCy pipeline
f276300 verified
{
"lang":"tl",
"name":"roberta_tgl_transition",
"version":"0.0.0",
"description":"Parsers for UD-NewsCrawl",
"author":"Lester James V. Miranda",
"email":"ljvmiranda@gmail.com",
"url":"https://ljvmiranda921.github.io",
"license":"MIT",
"spacy_version":">=3.8.0,<3.9.0",
"spacy_git_version":"b427597",
"vectors":{
"width":0,
"vectors":0,
"keys":0,
"name":null
},
"labels":{
"transformer":[
],
"morphologizer":[
"POS=PART",
"POS=PUNCT",
"POS=ADV|Polarity=Neg",
"POS=PART|PartType=Int",
"Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"POS=ADV",
"POS=ADJ",
"Case=Nom|POS=DET",
"POS=NOUN",
"Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs",
"Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs",
"Aspect=Imp|Mood=Ind|POS=VERB|Voice=Pass",
"POS=PROPN",
"POS=VERB",
"POS=NUM",
"POS=CCONJ",
"Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs",
"Case=Gen|POS=ADP",
"Case=Nom|Number=Sing|POS=PRON|Person=2|PronType=Prs",
"Case=Loc|POS=ADP",
"Case=Dat|Number=Sing|POS=PRON|Person=2|PronType=Prs",
"Case=Gen|Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs",
"POS=SCONJ",
"POS=ADV|PronType=Int",
"Case=Nom|Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs",
"Aspect=Perf|Mood=Ind|POS=VERB|Voice=Act",
"POS=PART|Polite=Form",
"Aspect=Perf|Mood=Pot|POS=VERB|Voice=Lfoc",
"Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs",
"Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs",
"POS=VERB|Polarity=Neg",
"Aspect=Perf|Mood=Ind|POS=VERB|Voice=Pass",
"POS=DET",
"NumType=Card|POS=NUM",
"Case=Dat|Number=Sing|POS=ADP",
"Aspect=Imp|Mood=Pot|POS=VERB|Voice=Act",
"Number=Plur|POS=DET",
"POS=PRON|PronType=Int",
"Aspect=Imp|Mood=Pot|POS=VERB|Voice=Pass",
"Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs",
"Aspect=Imp|Mood=Pot|POS=VERB|Voice=Lfoc",
"Case=Loc|Deixis=Prox|POS=PRON|PronType=Dem",
"Case=Nom|Number=Sing|POS=DET",
"Aspect=Imp|Mood=Ind|POS=VERB|Voice=Act",
"Case=Dat|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs",
"Case=Gen|Number=Sing|POS=ADP",
"Aspect=Perf|Mood=Pot|POS=VERB|Voice=Pass",
"Case=Nom|Deixis=Prox|POS=PRON|PronType=Dem",
"Case=Dat|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"POS=PRON",
"Case=Nom|Deixis=Remt|POS=PRON|PronType=Dem",
"Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"Case=Gen|Number=Sing|POS=PRON|Person=2|PronType=Prs",
"POS=ADP",
"Case=Dat|Number=Sing|POS=PRON|Person=1|PronType=Prs",
"Case=Gen|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs",
"Case=Loc|POS=ADV|PronType=Int",
"Case=Loc|POS=PROPN",
"POS=SYM",
"POS=PROPN|PronType=Int",
"POS=PROPN|PartType=Int",
"Case=Gen|Deixis=Prox|POS=PRON|PronType=Dem",
"NumType=Ord|POS=ADJ",
"Aspect=Perf|Mood=Pot|POS=VERB|Voice=Act",
"Aspect=Perf|Mood=Ind|POS=NOUN|Voice=Pass",
"Aspect=Perf|Mood=Ind|POS=VERB|Typo=Yes|Voice=Act",
"Case=Gen|Number=Plur|POS=ADP",
"Aspect=Perf|Mood=Ind|POS=VERB|Voice=Bfoc",
"Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs",
"Case=Dat|Clusivity=Ex|Number=Plur|POS=PRON|Person=1|PronType=Prs",
"Case=Nom|POS=PRON|PronType=Int",
"Aspect=Perf|Mood=Ind|POS=VERB|Voice=Lfoc",
"Case=Loc|Deixis=Remt|POS=PRON|PronType=Dem",
"Case=Gen|POS=PROPN",
"Case=Nom|Number=Plur|POS=DET",
"Aspect=Perf|Mood=Ind|POS=ADJ|Voice=Pass",
"NumType=Frac|POS=NUM",
"Case=Nom|Clusivity=In|Number=Dual|POS=PRON|Person=1|PronType=Prs",
"POS=INTJ",
"Case=Gen|POS=ADP|Typo=Yes",
"Aspect=Perf|Mood=Ind|POS=PRON|Voice=Act",
"Case=Nom|Deixis=Med|POS=PRON|PronType=Dem",
"Aspect=Perf|Mood=Ind|POS=VERB|Voice=Cau",
"Aspect=Imp|Mood=Ind|POS=VERB|Voice=Bfoc",
"Aspect=Imp|Mood=Pot|POS=VERB|Voice=Bfoc",
"Degree=Sup|POS=ADJ",
"Case=Loc|POS=NOUN|Typo=Yes",
"Case=Nom|Number=Sing|POS=DET|Typo=Yes",
"Aspect=Imp|Mood=Ind|POS=VERB|Voice=Lfoc",
"Case=Gen|Number=Sing|POS=PROPN",
"Case=Dat|Number=Plur|POS=PRON|Person=2|PronType=Prs",
"Case=Loc|Deixis=Med|POS=PRON|PronType=Dem",
"Case=Dat|Number=Plur|POS=ADP",
"Case=Nom|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs",
"Aspect=Imp|Mood=Pot|POS=VERB|Voice=Cau",
"NumType=Ord|POS=PROPN",
"POS=NOUN|Typo=Yes",
"POS=PROPN|Typo=Yes",
"Aspect=Imp|Mood=Ind|POS=VERB|Voice=Cau",
"Number=Plur|POS=PROPN",
"Aspect=Perf|Mood=Ind|POS=NOUN|Voice=Act",
"Case=Loc|Deixis=Prox|POS=SCONJ|PronType=Dem",
"Case=Loc|Deixis=Prox|POS=NOUN|PronType=Dem",
"NumType=Card|POS=ADV",
"Case=Nom|Deixis=Remt|POS=PROPN|PronType=Dem",
"Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Act",
"Aspect=Imp|Mood=Pot|POS=ADV|Voice=Pass",
"Case=Dat|Clusivity=Ex|Number=Plur|POS=ADJ|Person=1|PronType=Prs",
"NumType=Card|POS=PROPN",
"Case=Dat|Number=Sing|POS=NOUN|Person=1|PronType=Prs",
"Aspect=Imp|Mood=Pot|POS=PROPN|Voice=Pass",
"Deixis=Remt|POS=PROPN|PronType=Dem",
"Deixis=Remt|POS=PRON|PronType=Dem",
"Aspect=Perf|Mood=Ind|POS=PROPN|Voice=Pass",
"Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Pass",
"POS=NOUN|PronType=Int",
"Case=Nom|POS=PRON|PronType=Ind",
"Aspect=Perf|Mood=Ind|POS=NOUN|Voice=Lfoc",
"Case=Gen|Number=Sing|POS=DET",
"Case=Gen|POS=SCONJ|Typo=Yes",
"Case=Gen|POS=PART",
"POS=VERB|Typo=Yes",
"Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs|Typo=Yes",
"POS=PART|Typo=Yes",
"Aspect=Perf|Mood=Ind|POS=PRON|Voice=Pass",
"NumType=Card|POS=NOUN",
"POS=SCONJ|Typo=Yes",
"Abbr=Yes|POS=ADJ",
"POS=ADV|Typo=Yes",
"Case=Gen|Deixis=Remt|POS=ADV|PronType=Dem",
"Number=Plur|POS=VERB",
"Aspect=Imp|Mood=Pot|Number=Plur|POS=VERB|Voice=Pass",
"POS=NUM|PronType=Int",
"POS=X",
"Abbr=Yes|POS=PROPN",
"Degree=Equ|POS=ADJ",
"Case=Dat|Number=Sing|POS=ADJ|Person=2|PronType=Prs",
"POS=CCONJ|Typo=Yes",
"Case=Gen|Number=Sing|POS=ADP|Typo=Yes",
"POS=ADJ|Typo=Yes",
"POS=PRON|PronType=Dem",
"NumType=Ord|POS=NUM",
"Case=Dat|Clusivity=Ex|Number=Plur|POS=VERB|Person=1|PronType=Prs",
"Case=Nom|Number=Dual|POS=PRON|Person=2|PronType=Prs",
"Case=Loc|Deixis=Prox|POS=ADV|PronType=Dem",
"Aspect=Perf|Mood=Ind|POS=VERB",
"POS=DET|Typo=Yes",
"Case=Loc|Deixis=Remt|POS=ADV|PronType=Dem",
"Aspect=Perf|Mood=Ind|POS=X",
"NumType=Ord|POS=ADV",
"Aspect=Imp|Mood=Pot|POS=SCONJ|Voice=Act",
"Case=Loc|POS=NOUN",
"Degree=Sup|POS=ADV",
"Case=Gen|Number=Sing|POS=PRON|Person=1|PronType=Prs|Typo=Yes",
"Case=Gen|POS=PART|Typo=Yes",
"Aspect=Perf|Mood=Ind|POS=VERB|Typo=Yes|Voice=Pass",
"Aspect=Imp|Mood=Pot|POS=VERB",
"Case=Dat|Number=Sing|POS=NOUN|Person=3|PronType=Prs",
"Number=Plur|POS=NOUN",
"Case=Dat|Number=Sing|POS=NOUN",
"Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Bfoc",
"Case=Gen|Deixis=Remt|POS=PRON|PronType=Dem",
"Deixis=Med|POS=PRON|PronType=Dem",
"POS=PRON|PronType=Tot",
"Case=Nom|Number=Sing|POS=NOUN|Person=3|PronType=Prs",
"Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Lfoc",
"NumType=Frac|POS=NOUN",
"NumType=Card|POS=ADJ",
"Case=Gen|Number=Sing|POS=PROPN|Person=2|PronType=Prs",
"Case=Nom|Number=Sing|POS=PROPN|Person=1|PronType=Prs",
"Case=Nom|POS=PROPN",
"Case=Gen|Number=Sing|POS=VERB",
"Deixis=Prox|POS=PRON|PronType=Dem",
"Aspect=Imp|Mood=Pot|POS=PROPN|Voice=Lfoc",
"Case=Nom|Deixis=Remt|POS=NOUN|PronType=Dem",
"Case=Dat|POS=ADP",
"Case=Loc|POS=VERB|PronType=Int",
"POS=PRON|Person=1",
"Aspect=Perf|Mood=Ind|POS=SCONJ|Voice=Pass",
"Degree=Sup|POS=VERB",
"Aspect=Imp|Mood=Ind|POS=SCONJ|Voice=Act",
"Case=Gen|Number=Plur|POS=NOUN|Person=2|PronType=Prs",
"Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Act",
"Case=Gen|Number=Sing|POS=ADV|Person=2|PronType=Prs",
"Case=Loc|POS=NOUN|PronType=Int",
"Aspect=Imp|Mood=Pot|POS=ADP|Voice=Act",
"Case=Gen|Deixis=Prox|POS=ADV|PronType=Dem",
"Aspect=Imp|Mood=Ind|POS=ADV|Voice=Pass",
"POS=SCONJ|PronType=Int",
"Degree=Abs|POS=ADJ",
"Case=Gen|Clusivity=In|Number=Plur|POS=ADP|Person=1|PronType=Prs",
"Aspect=Imp|Mood=Pot|POS=ADJ|Voice=Pass",
"Aspect=Perf|Mood=Ind|POS=ADV|Voice=Act",
"NumType=Card|POS=NUM|PronType=Int",
"Aspect=Perf|Mood=Pot|POS=VERB|Voice=Cau",
"Aspect=Perf|Mood=Pot|POS=VERB|Voice=Bfoc",
"Aspect=Perf|Mood=Pot|POS=NOUN|Voice=Pass",
"Aspect=Imp|Mood=Pot|POS=ADV|Voice=Act",
"Deixis=Remt|POS=ADV|PronType=Dem",
"Deixis=Prox|POS=ADJ|PronType=Dem",
"Deixis=Prox|POS=ADV|PronType=Dem",
"Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Lfoc",
"Case=Loc|POS=PART",
"Deixis=Remt|POS=VERB|PronType=Dem",
"Aspect=Imp|Mood=Pot|POS=ADJ|Voice=Lfoc",
"NumType=Card|POS=VERB",
"POS=ADP|Typo=Yes",
"Case=Nom|POS=PART|Typo=Yes",
"Case=Nom|Number=Plur|POS=PART",
"Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Pass",
"NumType=Sets|POS=ADV",
"Case=Gen|Deixis=Remt|POS=SCONJ|PronType=Dem",
"Aspect=Imp|Mood=Ind|POS=NOUN|Voice=Bfoc",
"Case=Nom|Number=Sing|POS=PROPN|Person=3|PronType=Prs",
"Aspect=Imp|Mood=Pot|POS=ADJ|Voice=Act",
"Case=Nom|Deixis=Med|POS=VERB|PronType=Dem",
"Case=Nom|Number=Plur|POS=NOUN|Person=2|PronType=Prs",
"Aspect=Imp|Mood=Pot|POS=PRON|Voice=Act",
"Aspect=Imp|Mood=Ind|POS=PROPN|Voice=Act",
"Case=Dat|Number=Sing|POS=ADV|Person=3|PronType=Prs",
"Case=Loc|Deixis=Prox|POS=CCONJ|PronType=Dem",
"Case=Nom|POS=DET|Typo=Yes",
"Case=Loc|POS=PRON|PronType=Int",
"Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs",
"POS=CCONJ|Polarity=Neg",
"Case=Loc|Deixis=Remt|POS=VERB|PronType=Dem",
"Case=Nom|POS=ADP",
"Degree=Sup|NumType=Ord|POS=ADJ",
"Degree=Cmp|POS=ADV",
"NumType=Dist|POS=ADV",
"Aspect=Imp|Mood=Ind|Number=Plur|POS=VERB|Voice=Act",
"NumType=Dist|POS=ADJ",
"Aspect=Perf|Mood=Ind|Number=Plur|POS=VERB|Voice=Act",
"Case=Dat|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes",
"Case=Gen|POS=DET|Typo=Yes",
"Case=Nom|Deixis=Prox|POS=PART|PronType=Dem",
"Case=Gen,Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"Case=Gen|POS=SCONJ",
"Aspect=Perf|Mood=Pot|POS=VERB|Typo=Yes|Voice=Pass",
"Case=Gen|POS=NOUN",
"Case=Dat|Clusivity=Ex|Number=Plur|POS=NOUN|Person=1|PronType=Prs",
"NumType=Ord|POS=ADJ|Typo=Yes",
"Case=Gen|Deixis=Prox|POS=PRON|PronType=Dem|Typo=Yes",
"NumType=Sets|POS=NUM",
"Aspect=Perf|Mood=Ind|POS=ADV|Voice=Pass",
"Abbr=Yes|Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs",
"POS=ADJ|Polarity=Neg",
"Case=Nom|POS=NOUN|PronType=Ind",
"NumType=Ord|POS=NOUN",
"POS=CCONJ|PartType=Int",
"Aspect=Perf|Mood=Ind|POS=X|Voice=Act",
"Case=Nom|Number=Dual|POS=NOUN|Person=2|PronType=Prs",
"Aspect=Imp|Mood=Pot|POS=VERB|Typo=Yes|Voice=Lfoc",
"Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs|Typo=Yes",
"Case=Nom|Number=Sing|POS=NOUN|Person=1|PronType=Prs",
"NumType=Dist|POS=NUM",
"Number=Plur|POS=PRON|PronType=Ind",
"Case=Gen|Number=Sing|POS=NOUN|Person=1|PronType=Prs",
"Case=Nom|Deixis=Remt|POS=PRON|PronType=Dem|Typo=Yes",
"Case=Nom|Number=Sing|POS=ADV|Person=3|PronType=Prs",
"Case=Nom|Number=Sing|POS=ADP",
"Abbr=Yes|POS=NOUN",
"Case=Gen|Deixis=Remt|POS=ADP|PronType=Dem",
"POS=PRON|PronType=Ind",
"POS=VERB|Polarity=Neg|Typo=Yes",
"POS=ADP|Polarity=Neg",
"Case=Loc|POS=ADV|PronType=Int|Typo=Yes",
"Case=Nom|Deixis=Med|POS=PROPN|PronType=Dem",
"Case=Loc|Deixis=Remt|POS=NOUN|PronType=Dem",
"Case=Gen|Number=Plur|POS=NOUN|Person=3|PronType=Prs",
"Aspect=Imp|Mood=Pot|POS=VERB|Typo=Yes|Voice=Pass",
"Case=Nom|Clusivity=In|Number=Dual|POS=PRON|Person=1|PronType=Prs|Typo=Yes",
"Case=Gen|Number=Plur|POS=ADP|Person=3|PronType=Prs",
"Case=Gen|Deixis=Med|POS=PRON|PronType=Dem",
"Case=Nom|Clusivity=Ex|Number=Dual|POS=PRON|Person=1|PronType=Prs",
"Number=Sing|POS=ADV",
"Case=Dat|POS=PRON|PronType=Int",
"Aspect=Imp|Mood=Ind|POS=PROPN|Voice=Pass",
"Aspect=Imp|Mood=Pot|POS=VERB|Typo=Yes|Voice=Act",
"Number=Plur|POS=PRON|PronType=Int",
"Case=Nom|POS=VERB",
"Case=Nom|POS=ADV|PronType=Ind",
"Aspect=Imp|Mood=Ind|POS=NUM|Voice=Act",
"Case=Nom|Number=Plur|POS=PROPN|Person=1|PronType=Prs",
"Aspect=Perf|Mood=Pot|POS=NOUN|Voice=Act",
"Case=Gen|Deixis=Prox|POS=ADP|PronType=Dem",
"POS=SCONJ|Polarity=Neg",
"Aspect=Imp|Mood=Ind|POS=ADJ|Voice=Act",
"Case=Loc|POS=ADP|Typo=Yes",
"NumType=Ord|POS=VERB",
"Case=Nom|POS=SCONJ",
"Aspect=Perf|Mood=Ind|NumType=Ord|POS=VERB|Voice=Act",
"Case=Nom|Clusivity=Ex|Number=Plur|POS=NOUN|Person=1|PronType=Prs",
"Degree=Cmp|POS=VERB",
"Case=Nom|Number=Sing|POS=PRON|Person=3|PronType=Prs|Typo=Yes",
"NumType=Sets|POS=NOUN",
"Aspect=Perf|Mood=Ind|POS=ADP|Voice=Act",
"Aspect=Imp|Mood=Pot|POS=PROPN|Voice=Act",
"Case=Dat|Number=Sing|POS=NOUN|Person=2|PronType=Prs",
"NumType=Ord|POS=INTJ",
"Case=Nom|Number=Plur|POS=ADJ|Person=2|PronType=Prs",
"Aspect=Imp|Mood=Pot|POS=ADP|Voice=Pass",
"Case=Nom|POS=ADV|PronType=Int",
"Degree=Sup|POS=NOUN",
"Case=Gen|Number=Sing|POS=PART",
"Aspect=Perf|Mood=Ind|POS=ADP|Voice=Pass",
"Number=Plur|POS=ADV",
"Case=Loc|Number=Plur|POS=ADP|Typo=Yes",
"Case=Nom|POS=ADV",
"Case=Gen|Number=Plur|POS=PROPN|Person=2|PronType=Prs",
"Case=Loc|POS=ADV",
"Case=Nom|Number=Plur|POS=NOUN|Person=1|PronType=Prs",
"POS=ADJ|PronType=Int",
"POS=NOUN|Polarity=Neg",
"POS=CCONJ|PronType=Int",
"Case=Gen|POS=ADV",
"POS=ADV|PronType=Ind",
"POS=PROPN|Polarity=Neg",
"Deixis=Prox|POS=VERB|PronType=Dem",
"Case=Nom|Number=Plur|POS=PRON|Person=2|PronType=Prs|Typo=Yes",
"Case=Loc|Deixis=Remt|POS=PROPN|PronType=Dem",
"Aspect=Imp|Mood=Pot|POS=SCONJ|Voice=Pass",
"Case=Dat|Clusivity=Ex|Number=Plur|POS=NUM|Person=1|PronType=Prs",
"POS=PRON|PronType=Int|Typo=Yes",
"Aspect=Imp|Mood=Ind|POS=ADJ|Voice=Pass",
"Case=Loc|Deixis=Prox|POS=DET|PronType=Dem",
"Case=Dat,Loc|Number=Sing|POS=PRON|Person=2|PronType=Prs",
"Case=Gen|Number=Sing|POS=PRON|Person=3|PronType=Prs|Typo=Yes",
"Aspect=Perf|Case=Gen|Mood=Ind|POS=VERB|Typo=Yes|Voice=Cau",
"Case=Gen|Number=Plur|POS=PRON",
"Case=Nom|Deixis=Prox|POS=NUM|PronType=Dem",
"Case=Dat,Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs",
"Case=Dat,Loc|Clusivity=In|Number=Plur|POS=PRON|Person=1|PronType=Prs",
"Case=Loc|POS=SCONJ|PronType=Int",
"POS=PART|Polite=Form|Typo=Yes",
"Abbr=Yes|POS=ADV|Polarity=Neg",
"NumType=Card|POS=PART",
"Case=Nom|POS=ADP|Typo=Yes",
"Case=Dat|Number=Sing|POS=PROPN|Person=3|PronType=Prs",
"Case=Dat|Number=Sing|POS=ADV|Person=2|PronType=Prs",
"Case=Nom|Clusivity=In|Number=Plur|POS=VERB|Person=1|PronType=Prs",
"Case=Gen|POS=VERB",
"Case=Nom|Deixis=Prox|POS=PROPN|PronType=Dem",
"Case=Nom|Number=Sing|POS=PROPN|Person=2|PronType=Prs",
"Case=Dat|Clusivity=In|Number=Plur|POS=NOUN|Person=1|PronType=Prs",
"Number=Plur|POS=DET|Typo=Yes",
"Case=Gen|POS=ADJ",
"NumType=Frac|POS=ADJ",
"Case=Gen|POS=PRON|PronType=Ind",
"POS=ADV|PartType=Int",
"Case=Nom|Deixis=Prox|POS=NOUN|PronType=Dem",
"Degree=Abs|POS=VERB",
"Deixis=Med|POS=VERB|PronType=Dem",
"NumType=Card|POS=PRON",
"Case=Gen|Deixis=Remt|POS=ADJ|PronType=Dem",
"Aspect=Imp|Mood=Pot|POS=DET|Voice=Pass",
"Case=Loc|Deixis=Remt|POS=DET|PronType=Dem",
"Case=Loc|POS=VERB",
"Degree=Cmp|POS=ADJ",
"Degree=Abs|POS=SCONJ",
"NumType=Dist|POS=ADP",
"Case=Dat|Number=Plur|POS=PART|Person=3|PronType=Prs",
"Deixis=Remt|POS=NOUN|PronType=Dem",
"Case=Gen|Deixis=Prox|POS=DET|PronType=Dem",
"POS=ADV|Polarity=Neg|Typo=Yes",
"Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes",
"Aspect=Perf|Mood=Ind|POS=VERB|Typo=Yes|Voice=Bfoc",
"Degree=Sup|POS=PROPN",
"Case=Loc|Deixis=Med|POS=ADV|PronType=Dem",
"Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs|Typo=Yes",
"Case=Nom|Number=Plur|POS=PROPN|Person=3|PronType=Prs",
"Case=Nom|POS=PROPN|PronType=Ind",
"Case=Nom|Deixis=Prox|POS=VERB|PronType=Dem",
"Case=Gen|Number=Sing|POS=VERB|Person=1|PronType=Prs",
"Case=Nom|Clusivity=In|Number=Dual|POS=ADJ|Person=1|PronType=Prs",
"Case=Gen|Number=Sing|POS=ADV",
"Deixis=Med|POS=ADV|PronType=Dem",
"POS=ADV|PartType=Int|Polarity=Neg",
"Degree=Abs|POS=ADV",
"Case=Dat|POS=ADP|Typo=Yes",
"POS=VERB|PronType=Int",
"Case=Gen|Number=Plur|POS=ADP|Typo=Yes",
"Case=Nom|Deixis=Remt|POS=DET|PronType=Dem",
"Case=Gen|POS=ADV|Typo=Yes",
"Aspect=Imp|Mood=Pot|POS=ADV|Voice=Lfoc",
"Aspect=Imp|Case=Loc|Mood=Pot|POS=SCONJ|PronType=Int|Voice=Pass",
"Case=Gen|Number=Sing|POS=DET|Typo=Yes",
"Case=Nom|Deixis=Med|POS=NOUN|PronType=Dem",
"Aspect=Imp|Mood=Pot|POS=PRON|Voice=Pass",
"Case=Nom|Deixis=Remt|POS=NUM|PronType=Dem",
"Case=Nom|Deixis=Remt|POS=ADV|PronType=Dem",
"Case=Gen|Deixis=Med|POS=ADV|PronType=Dem",
"Aspect=Perf|Case=Gen|Mood=Ind|POS=VERB|Voice=Pass",
"Degree=Equ|POS=ADV",
"NumType=Card|POS=DET",
"Case=Gen|Deixis=Remt|POS=ADV|PronType=Dem|Typo=Yes",
"Abbr=Yes|Case=Nom|POS=PRON|PronType=Int",
"POS=INTJ|Polite=Form",
"Aspect=Perf|Mood=Ind|POS=ADJ|Voice=Act",
"Case=Nom|Clusivity=In|Number=Plur|POS=PART|Person=1|PronType=Prs",
"Case=Nom|POS=NOUN",
"Aspect=Imp|Mood=Ind|POS=VERB|Polarity=Neg|Voice=Pass",
"Aspect=Imp|Mood=Ind|POS=VERB|Typo=Yes|Voice=Pass",
"Case=Loc|Deixis=Med|POS=PRON|PronType=Dem|Typo=Yes",
"Aspect=Imp|Mood=Pot|POS=NOUN|Voice=Cau",
"Case=Nom|Number=Sing|POS=VERB|Person=2|PronType=Prs",
"Degree=Sup|POS=ADJ|Typo=Yes",
"Deixis=Prox|POS=PROPN|PronType=Dem",
"Case=Nom|Number=Plur|POS=ADP",
"Case=Nom|Number=Plur|POS=ADV|Person=2|PronType=Prs",
"Case=Loc|POS=PRON",
"Case=Nom|POS=PROPN|PronType=Int",
"Aspect=Imp|Mood=Ind|POS=VERB|Typo=Yes|Voice=Lfoc",
"Deixis=Prox|POS=ADV|PronType=Dem|Typo=Yes",
"POS=PRON|Typo=Yes",
"Abbr=Yes|Case=Gen|Number=Plur|POS=PRON|Person=2|PronType=Prs",
"Abbr=Yes|POS=ADV",
"Abbr=Yes|NumType=Card|POS=NUM",
"Deixis=Prox|POS=NUM|PronType=Dem",
"Deixis=Remt|POS=SCONJ|PronType=Dem",
"NumType=Card|POS=NUM|Typo=Yes",
"Case=Nom|POS=PRON|PronType=Ind|Typo=Yes",
"Case=Gen|Number=Sing|POS=PART|Person=3|PronType=Prs",
"Case=Dat,Loc|Number=Sing|POS=ADP|Person=2|PronType=Prs",
"Case=Nom|Number=Sing|POS=PART|Person=3|PronType=Prs",
"Aspect=Perf|Mood=Ind|POS=PART|Voice=Pass",
"Case=Gen|Deixis=Prox|POS=NUM|PronType=Dem",
"Aspect=Imp|Mood=Ind|POS=PRON|Voice=Pass",
"Case=Loc|Deixis=Prox|POS=PROPN|PronType=Dem",
"Case=Gen|Number=Sing|POS=PROPN|Person=3|PronType=Prs",
"Case=Gen|Number=Sing|POS=NOUN|Person=3|PronType=Prs",
"Case=Loc|POS=PUNCT",
"Case=Nom|Number=Plur|POS=DET|Typo=Yes",
"Aspect=Imp|Mood=Ind|POS=VERB|Typo=Yes|Voice=Act",
"Aspect=Imp|Mood=Ind|POS=ADV|Voice=Act",
"Case=Nom|Number=Sing|POS=PRON"
],
"tagger":[
"ADJ",
"ADJ_ADP__Case=Gen",
"ADJ_CCONJ",
"ADJ_CCONJ__Degree=Abs",
"ADJ_PART",
"ADJ_PART_ADJ",
"ADJ_PART_ADJ_PART__Degree=Abs",
"ADJ_PART_ADJ__Degree=Abs",
"ADJ_PART__Aspect=Imp|Mood=Ind|Voice=Act",
"ADJ_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
"ADJ_PART__Aspect=Perf|Mood=Ind|Voice=Pass",
"ADJ_PART__Case=Gen|Deixis=Remt|PronType=Dem",
"ADJ_PART__Case=Nom|Number=Plur|Person=2|PronType=Prs",
"ADJ_PART__Degree=Abs",
"ADJ_PART__Degree=Sup",
"ADJ_PART__Degree=Sup|NumType=Ord",
"ADJ_PART__Degree=Sup|Typo=Yes",
"ADJ_PART__Deixis=Prox|PronType=Dem",
"ADJ_PART__NumType=Card",
"ADJ_PART__NumType=Frac",
"ADJ_PART__NumType=Ord",
"ADJ_PART__NumType=Ord|Typo=Yes",
"ADJ_PART__Polarity=Neg",
"ADJ_PART__Typo=Yes",
"ADJ_X",
"ADJ__Abbr=Yes",
"ADJ__Aspect=Imp|Mood=Ind|Voice=Act",
"ADJ__Aspect=Imp|Mood=Ind|Voice=Pass",
"ADJ__Aspect=Imp|Mood=Pot|Voice=Act",
"ADJ__Aspect=Imp|Mood=Pot|Voice=Lfoc",
"ADJ__Aspect=Imp|Mood=Pot|Voice=Pass",
"ADJ__Aspect=Perf|Mood=Ind|Voice=Act",
"ADJ__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
"ADJ__Case=Dat|Number=Sing|Person=2|PronType=Prs",
"ADJ__Case=Gen|Deixis=Remt|PronType=Dem",
"ADJ__Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs",
"ADJ__Case=Nom|Number=Plur|Person=2|PronType=Prs",
"ADJ__Degree=Abs",
"ADJ__Degree=Cmp",
"ADJ__Degree=Equ",
"ADJ__Degree=Sup",
"ADJ__NumType=Card",
"ADJ__NumType=Dist",
"ADJ__NumType=Ord",
"ADJ__Polarity=Neg",
"ADJ__PronType=Int",
"ADJ__Typo=Yes",
"ADP",
"ADP_ADP",
"ADP_CCONJ",
"ADP_PART",
"ADP_PART__Case=Gen|Deixis=Prox|PronType=Dem",
"ADP_PART__Case=Gen|Deixis=Remt|PronType=Dem",
"ADP_PRON_PART__Case=Dat,Loc|Number=Sing|Person=2|PronType=Prs",
"ADP_PRON__Case=Dat,Loc|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
"ADP_PRON__Case=Dat,Loc|Number=Sing|Person=2|PronType=Prs",
"ADP_PRON__Case=Dat|Number=Sing|Person=1|PronType=Prs",
"ADP_PRON__Case=Loc",
"ADP__Aspect=Imp|Mood=Pot|Voice=Act",
"ADP__Aspect=Imp|Mood=Pot|Voice=Pass",
"ADP__Aspect=Perf|Mood=Ind|Voice=Act",
"ADP__Aspect=Perf|Mood=Ind|Voice=Pass",
"ADP__Case=Dat",
"ADP__Case=Dat|Number=Plur",
"ADP__Case=Dat|Number=Sing",
"ADP__Case=Dat|Typo=Yes",
"ADP__Case=Gen",
"ADP__Case=Gen|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
"ADP__Case=Gen|Number=Plur",
"ADP__Case=Gen|Number=Plur|Person=3|PronType=Prs",
"ADP__Case=Gen|Number=Plur|Typo=Yes",
"ADP__Case=Gen|Number=Sing",
"ADP__Case=Gen|Number=Sing|Typo=Yes",
"ADP__Case=Gen|Typo=Yes",
"ADP__Case=Loc",
"ADP__Case=Loc|Number=Plur|Typo=Yes",
"ADP__Case=Loc|Typo=Yes",
"ADP__Case=Nom",
"ADP__Case=Nom|Number=Plur",
"ADP__Case=Nom|Number=Sing",
"ADP__Case=Nom|Typo=Yes",
"ADP__NumType=Dist",
"ADP__Polarity=Neg",
"ADP__Typo=Yes",
"ADV",
"ADV_ADP",
"ADV_ADP__Case=Gen",
"ADV_ADV",
"ADV_CCONJ",
"ADV_DET",
"ADV_DET__Case=Loc|PronType=Int",
"ADV_DET__Case=Nom",
"ADV_DET__Number=Sing",
"ADV_PART",
"ADV_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
"ADV_PART__Aspect=Perf|Mood=Ind|Voice=Pass",
"ADV_PART__Case=Dat|Number=Sing|Person=2|PronType=Prs",
"ADV_PART__Case=Dat|Number=Sing|Person=3|PronType=Prs",
"ADV_PART__Case=Gen",
"ADV_PART__Case=Gen|Deixis=Med|PronType=Dem",
"ADV_PART__Case=Gen|Deixis=Prox|PronType=Dem",
"ADV_PART__Case=Gen|Deixis=Remt|PronType=Dem",
"ADV_PART__Case=Gen|Deixis=Remt|PronType=Dem|Typo=Yes",
"ADV_PART__Case=Gen|Typo=Yes",
"ADV_PART__Case=Loc",
"ADV_PART__Case=Loc|PronType=Int",
"ADV_PART__Case=Nom|Deixis=Remt|PronType=Dem",
"ADV_PART__Case=Nom|Number=Plur|Person=2|PronType=Prs",
"ADV_PART__Case=Nom|Number=Sing|Person=3|PronType=Prs",
"ADV_PART__Deixis=Med|PronType=Dem",
"ADV_PART__Deixis=Prox|PronType=Dem",
"ADV_PART__Deixis=Prox|PronType=Dem|Typo=Yes",
"ADV_PART__Deixis=Remt|PronType=Dem",
"ADV_PART__NumType=Card",
"ADV_PART__NumType=Dist",
"ADV_PART__NumType=Ord",
"ADV_PART__PartType=Int|Polarity=Neg",
"ADV_PART__Polarity=Neg",
"ADV_PART__PronType=Int",
"ADV_PART__Typo=Yes",
"ADV_VERB_PART__Aspect=Imp|Mood=Ind|Polarity=Neg|Voice=Pass",
"ADV_X",
"ADV__Abbr=Yes",
"ADV__Abbr=Yes|Polarity=Neg",
"ADV__Aspect=Imp|Mood=Ind|Voice=Act",
"ADV__Aspect=Imp|Mood=Ind|Voice=Pass",
"ADV__Aspect=Imp|Mood=Pot|Voice=Act",
"ADV__Aspect=Imp|Mood=Pot|Voice=Lfoc",
"ADV__Aspect=Imp|Mood=Pot|Voice=Pass",
"ADV__Aspect=Perf|Mood=Ind|Voice=Act",
"ADV__Aspect=Perf|Mood=Ind|Voice=Pass",
"ADV__Case=Dat|Number=Sing|Person=3|PronType=Prs",
"ADV__Case=Gen",
"ADV__Case=Gen|Deixis=Prox|PronType=Dem",
"ADV__Case=Gen|Deixis=Remt|PronType=Dem",
"ADV__Case=Gen|Deixis=Remt|PronType=Dem|Typo=Yes",
"ADV__Case=Gen|Number=Sing",
"ADV__Case=Gen|Number=Sing|Person=2|PronType=Prs",
"ADV__Case=Gen|Typo=Yes",
"ADV__Case=Loc",
"ADV__Case=Loc|Deixis=Med|PronType=Dem",
"ADV__Case=Loc|Deixis=Prox|PronType=Dem",
"ADV__Case=Loc|Deixis=Remt|PronType=Dem",
"ADV__Case=Loc|PronType=Int",
"ADV__Case=Loc|PronType=Int|Typo=Yes",
"ADV__Case=Nom|Deixis=Remt|PronType=Dem",
"ADV__Case=Nom|PronType=Ind",
"ADV__Case=Nom|PronType=Int",
"ADV__Degree=Abs",
"ADV__Degree=Cmp",
"ADV__Degree=Equ",
"ADV__Degree=Sup",
"ADV__Deixis=Med|PronType=Dem",
"ADV__Deixis=Prox|PronType=Dem",
"ADV__Deixis=Remt|PronType=Dem",
"ADV__NumType=Card",
"ADV__NumType=Dist",
"ADV__NumType=Ord",
"ADV__NumType=Sets",
"ADV__Number=Plur",
"ADV__PartType=Int",
"ADV__Polarity=Neg",
"ADV__Polarity=Neg|Typo=Yes",
"ADV__PronType=Ind",
"ADV__PronType=Int",
"ADV__Typo=Yes",
"Aspect=Imp|Mood=Ind|Voice=Lfoc",
"CCONJ",
"CCONJ_ADV__Polarity=Neg",
"CCONJ_CCONJ",
"CCONJ__Case=Loc|Deixis=Prox|PronType=Dem",
"CCONJ__PronType=Int",
"CCONJ__Typo=Yes",
"DET",
"DET_PART",
"DET_PART__Case=Gen|Deixis=Prox|PronType=Dem",
"DET_PART__Case=Nom|Deixis=Remt|PronType=Dem",
"DET__Aspect=Imp|Mood=Pot|Voice=Pass",
"DET__Case=Gen|Number=Sing",
"DET__Case=Gen|Number=Sing|Typo=Yes",
"DET__Case=Gen|Typo=Yes",
"DET__Case=Loc|Deixis=Prox|PronType=Dem",
"DET__Case=Loc|Deixis=Remt|PronType=Dem",
"DET__Case=Nom",
"DET__Case=Nom|Number=Plur",
"DET__Case=Nom|Number=Plur|Typo=Yes",
"DET__Case=Nom|Number=Sing",
"DET__Case=Nom|Number=Sing|Typo=Yes",
"DET__Case=Nom|Typo=Yes",
"DET__NumType=Card",
"DET__Number=Plur",
"DET__Number=Plur|Typo=Yes",
"DET__Typo=Yes",
"INTJ",
"INTJ_PART",
"INTJ__NumType=Ord",
"INTJ__Polite=Form",
"NOUN",
"NOUN_ADP",
"NOUN_CCONJ",
"NOUN_CCONJ__Case=Nom|Deixis=Prox|PronType=Dem",
"NOUN_CCONJ__NumType=Ord",
"NOUN_DET__Case=Nom",
"NOUN_NOUN_PART",
"NOUN_PART",
"NOUN_PART__Aspect=Imp|Mood=Pot|Voice=Act",
"NOUN_PART__Aspect=Imp|Mood=Pot|Voice=Lfoc",
"NOUN_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
"NOUN_PART__Case=Dat|Number=Sing|Person=3|PronType=Prs",
"NOUN_PART__Case=Gen",
"NOUN_PART__Case=Gen|Number=Plur|Person=3|PronType=Prs",
"NOUN_PART__Case=Loc",
"NOUN_PART__Case=Nom|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
"NOUN_PART__Case=Nom|Number=Plur|Person=2|PronType=Prs",
"NOUN_PART__Case=Nom|Number=Sing|Person=1|PronType=Prs",
"NOUN_PART__Case=Nom|Number=Sing|Person=3|PronType=Prs",
"NOUN_PART__Case=Nom|PronType=Ind",
"NOUN_PART__Degree=Sup",
"NOUN_PART__NumType=Card",
"NOUN_PART__NumType=Ord",
"NOUN_PART__PronType=Int",
"NOUN_PART__Typo=Yes",
"NOUN_X",
"NOUN__Abbr=Yes",
"NOUN__Aspect=Imp|Mood=Ind|Voice=Act",
"NOUN__Aspect=Imp|Mood=Ind|Voice=Bfoc",
"NOUN__Aspect=Imp|Mood=Ind|Voice=Lfoc",
"NOUN__Aspect=Imp|Mood=Ind|Voice=Pass",
"NOUN__Aspect=Imp|Mood=Pot|Voice=Act",
"NOUN__Aspect=Imp|Mood=Pot|Voice=Bfoc",
"NOUN__Aspect=Imp|Mood=Pot|Voice=Cau",
"NOUN__Aspect=Imp|Mood=Pot|Voice=Lfoc",
"NOUN__Aspect=Imp|Mood=Pot|Voice=Pass",
"NOUN__Aspect=Perf|Mood=Ind|Voice=Act",
"NOUN__Aspect=Perf|Mood=Ind|Voice=Lfoc",
"NOUN__Aspect=Perf|Mood=Ind|Voice=Pass",
"NOUN__Aspect=Perf|Mood=Pot|Voice=Act",
"NOUN__Aspect=Perf|Mood=Pot|Voice=Pass",
"NOUN__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
"NOUN__Case=Dat|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
"NOUN__Case=Dat|Number=Sing",
"NOUN__Case=Dat|Number=Sing|Person=1|PronType=Prs",
"NOUN__Case=Dat|Number=Sing|Person=2|PronType=Prs",
"NOUN__Case=Dat|Number=Sing|Person=3|PronType=Prs",
"NOUN__Case=Gen",
"NOUN__Case=Gen|Number=Plur|Person=2|PronType=Prs",
"NOUN__Case=Gen|Number=Sing|Person=1|PronType=Prs",
"NOUN__Case=Gen|Number=Sing|Person=3|PronType=Prs",
"NOUN__Case=Loc",
"NOUN__Case=Loc|Deixis=Prox|PronType=Dem",
"NOUN__Case=Loc|Deixis=Remt|PronType=Dem",
"NOUN__Case=Loc|PronType=Int",
"NOUN__Case=Loc|Typo=Yes",
"NOUN__Case=Nom|Deixis=Med|PronType=Dem",
"NOUN__Case=Nom|Deixis=Prox|PronType=Dem",
"NOUN__Case=Nom|Deixis=Remt|PronType=Dem",
"NOUN__Case=Nom|Number=Dual|Person=2|PronType=Prs",
"NOUN__Case=Nom|Number=Plur|Person=1|PronType=Prs",
"NOUN__Case=Nom|Number=Plur|Person=2|PronType=Prs",
"NOUN__Case=Nom|Number=Sing|Person=1|PronType=Prs",
"NOUN__Case=Nom|Number=Sing|Person=3|PronType=Prs",
"NOUN__Case=Nom|PronType=Ind",
"NOUN__Deixis=Remt|PronType=Dem",
"NOUN__NumType=Card",
"NOUN__NumType=Frac",
"NOUN__NumType=Ord",
"NOUN__NumType=Sets",
"NOUN__Number=Plur",
"NOUN__Polarity=Neg",
"NOUN__PronType=Int",
"NOUN__Typo=Yes",
"NUM",
"NUM_CCONJ",
"NUM_CCONJ__NumType=Card",
"NUM_DET__NumType=Card|Typo=Yes",
"NUM_NOUN__NumType=Card",
"NUM_PART",
"NUM_PART__Case=Gen|Deixis=Prox|PronType=Dem",
"NUM_PART__Case=Nom|Deixis=Prox|PronType=Dem",
"NUM_PART__Case=Nom|Deixis=Remt|PronType=Dem",
"NUM_PART__Deixis=Prox|PronType=Dem",
"NUM_PART__NumType=Card",
"NUM_PART__NumType=Dist",
"NUM_PART__NumType=Ord",
"NUM_PART__PronType=Int",
"NUM_PUNCT_NOUN__NumType=Card",
"NUM__Abbr=Yes|NumType=Card",
"NUM__Aspect=Imp|Mood=Ind|Voice=Act",
"NUM__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
"NUM__Deixis=Prox|PronType=Dem",
"NUM__NumType=Card",
"NUM__NumType=Card|PronType=Int",
"NUM__NumType=Dist",
"NUM__NumType=Frac",
"NUM__NumType=Ord",
"NUM__NumType=Sets",
"NUM__PronType=Int",
"NumType=Ord",
"NumType=Ord__NumType=Ord",
"PART",
"PART_CCONJ",
"PART_CCONJ__PartType=Int",
"PART_DET__PartType=Int",
"PART_PART",
"PART_PART__PartType=Int",
"PART_PART__Polite=Form",
"PART__Aspect=Perf|Mood=Ind|Voice=Pass",
"PART__Case=Gen",
"PART__Case=Gen|Number=Sing",
"PART__Case=Gen|Typo=Yes",
"PART__Case=Loc",
"PART__Case=Nom|Number=Plur",
"PART__Case=Nom|Typo=Yes",
"PART__PartType=Int",
"PART__Polite=Form",
"PART__Polite=Form|Typo=Yes",
"PART__Typo=Yes",
"PRON",
"PRON_ADP__Case=Dat,Gen|Number=Plur|Person=3|PronType=Prs",
"PRON_ADV",
"PRON_ADV__Case=Dat|Number=Sing|Person=3|PronType=Prs",
"PRON_ADV__Case=Gen|Deixis=Prox|PronType=Dem",
"PRON_AUX",
"PRON_CCONJ",
"PRON_DET__Abbr=Yes|Case=Nom|Number=Sing|Person=3|PronType=Prs",
"PRON_DET__Case=Gen,Nom|Number=Sing|Person=3|PronType=Prs",
"PRON_DET__Case=Gen|Number=Sing|Person=3|PronType=Prs",
"PRON_DET__Case=Nom|Number=Sing|Person=1|PronType=Prs",
"PRON_DET__Case=Nom|Number=Sing|Person=3|PronType=Prs",
"PRON_DET__Case=Nom|PronType=Int",
"PRON_DET__PronType=Int",
"PRON_PART",
"PRON_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
"PRON_PART__Aspect=Perf|Mood=Ind|Voice=Act",
"PRON_PART__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
"PRON_PART__Case=Dat|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
"PRON_PART__Case=Dat|Number=Plur|Person=2|PronType=Prs",
"PRON_PART__Case=Dat|Number=Plur|Person=3|PronType=Prs",
"PRON_PART__Case=Dat|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
"PRON_PART__Case=Dat|Number=Sing|Person=1|PronType=Prs",
"PRON_PART__Case=Dat|Number=Sing|Person=2|PronType=Prs",
"PRON_PART__Case=Dat|Number=Sing|Person=3|PronType=Prs",
"PRON_PART__Case=Dat|PronType=Int",
"PRON_PART__Case=Gen|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
"PRON_PART__Case=Gen|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
"PRON_PART__Case=Gen|Deixis=Prox|PronType=Dem",
"PRON_PART__Case=Gen|Deixis=Remt|PronType=Dem",
"PRON_PART__Case=Gen|Number=Plur|Person=2|PronType=Prs",
"PRON_PART__Case=Gen|Number=Plur|Person=3|PronType=Prs",
"PRON_PART__Case=Gen|Number=Sing|Person=1|PronType=Prs",
"PRON_PART__Case=Gen|Number=Sing|Person=1|PronType=Prs|Typo=Yes",
"PRON_PART__Case=Gen|Number=Sing|Person=2|PronType=Prs",
"PRON_PART__Case=Gen|Number=Sing|Person=3|PronType=Prs",
"PRON_PART__Case=Loc|Deixis=Med|PronType=Dem",
"PRON_PART__Case=Loc|Deixis=Prox|PronType=Dem",
"PRON_PART__Case=Loc|PronType=Int",
"PRON_PART__Case=Nom|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
"PRON_PART__Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs",
"PRON_PART__Case=Nom|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
"PRON_PART__Case=Nom|Deixis=Med|PronType=Dem",
"PRON_PART__Case=Nom|Deixis=Prox|PronType=Dem",
"PRON_PART__Case=Nom|Deixis=Remt|PronType=Dem",
"PRON_PART__Case=Nom|Deixis=Remt|PronType=Dem|Typo=Yes",
"PRON_PART__Case=Nom|Number=Plur|Person=2|PronType=Prs",
"PRON_PART__Case=Nom|Number=Plur|Person=3|PronType=Prs",
"PRON_PART__Case=Nom|Number=Sing|Person=1|PronType=Prs",
"PRON_PART__Case=Nom|Number=Sing|Person=2|PronType=Prs",
"PRON_PART__Case=Nom|Number=Sing|Person=3|PronType=Prs",
"PRON_PART__Case=Nom|PronType=Ind",
"PRON_PART__Case=Nom|PronType=Int",
"PRON_PART__Deixis=Prox|PronType=Dem",
"PRON_PART__Person=1",
"PRON_PART__PronType=Int",
"PRON_VERB",
"PRON_X__Case=Nom|Number=Sing|Person=1|PronType=Prs",
"PRON__Abbr=Yes|Case=Gen|Number=Plur|Person=2|PronType=Prs",
"PRON__Abbr=Yes|Case=Nom|PronType=Int",
"PRON__Aspect=Imp|Mood=Ind|Voice=Pass",
"PRON__Aspect=Imp|Mood=Pot|Voice=Act",
"PRON__Aspect=Imp|Mood=Pot|Voice=Pass",
"PRON__Aspect=Perf|Mood=Ind|Voice=Act",
"PRON__Aspect=Perf|Mood=Ind|Voice=Pass",
"PRON__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
"PRON__Case=Dat|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
"PRON__Case=Dat|Number=Plur|Person=2|PronType=Prs",
"PRON__Case=Dat|Number=Plur|Person=3|PronType=Prs",
"PRON__Case=Dat|Number=Sing|Person=1|PronType=Prs",
"PRON__Case=Dat|Number=Sing|Person=2|PronType=Prs",
"PRON__Case=Dat|Number=Sing|Person=3|PronType=Prs",
"PRON__Case=Dat|PronType=Int",
"PRON__Case=Gen|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
"PRON__Case=Gen|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
"PRON__Case=Gen|Deixis=Med|PronType=Dem",
"PRON__Case=Gen|Deixis=Prox|PronType=Dem",
"PRON__Case=Gen|Deixis=Prox|PronType=Dem|Typo=Yes",
"PRON__Case=Gen|Deixis=Remt|PronType=Dem",
"PRON__Case=Gen|Number=Plur",
"PRON__Case=Gen|Number=Plur|Person=2|PronType=Prs",
"PRON__Case=Gen|Number=Plur|Person=2|PronType=Prs|Typo=Yes",
"PRON__Case=Gen|Number=Plur|Person=3|PronType=Prs",
"PRON__Case=Gen|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
"PRON__Case=Gen|Number=Sing|Person=1|PronType=Prs",
"PRON__Case=Gen|Number=Sing|Person=1|PronType=Prs|Typo=Yes",
"PRON__Case=Gen|Number=Sing|Person=2|PronType=Prs",
"PRON__Case=Gen|Number=Sing|Person=3|PronType=Prs",
"PRON__Case=Gen|Number=Sing|Person=3|PronType=Prs|Typo=Yes",
"PRON__Case=Gen|PronType=Ind",
"PRON__Case=Loc|Deixis=Med|PronType=Dem",
"PRON__Case=Loc|Deixis=Med|PronType=Dem|Typo=Yes",
"PRON__Case=Loc|Deixis=Prox|PronType=Dem",
"PRON__Case=Loc|Deixis=Remt|PronType=Dem",
"PRON__Case=Loc|PronType=Int",
"PRON__Case=Nom|Clusivity=Ex|Number=Dual|Person=1|PronType=Prs",
"PRON__Case=Nom|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
"PRON__Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs",
"PRON__Case=Nom|Clusivity=In|Number=Dual|Person=1|PronType=Prs|Typo=Yes",
"PRON__Case=Nom|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
"PRON__Case=Nom|Deixis=Med|PronType=Dem",
"PRON__Case=Nom|Deixis=Prox|PronType=Dem",
"PRON__Case=Nom|Deixis=Remt|PronType=Dem",
"PRON__Case=Nom|Deixis=Remt|PronType=Dem|Typo=Yes",
"PRON__Case=Nom|Number=Dual|Person=2|PronType=Prs",
"PRON__Case=Nom|Number=Plur|Person=1|PronType=Prs",
"PRON__Case=Nom|Number=Plur|Person=2|PronType=Prs",
"PRON__Case=Nom|Number=Plur|Person=2|PronType=Prs|Typo=Yes",
"PRON__Case=Nom|Number=Plur|Person=3|PronType=Prs",
"PRON__Case=Nom|Number=Plur|Person=3|PronType=Prs|Typo=Yes",
"PRON__Case=Nom|Number=Sing",
"PRON__Case=Nom|Number=Sing|Person=1|PronType=Prs",
"PRON__Case=Nom|Number=Sing|Person=1|PronType=Prs|Typo=Yes",
"PRON__Case=Nom|Number=Sing|Person=2|PronType=Prs",
"PRON__Case=Nom|Number=Sing|Person=3|PronType=Prs",
"PRON__Case=Nom|Number=Sing|Person=3|PronType=Prs|Typo=Yes",
"PRON__Case=Nom|PronType=Ind",
"PRON__Case=Nom|PronType=Ind|Typo=Yes",
"PRON__Case=Nom|PronType=Int",
"PRON__Deixis=Med|PronType=Dem",
"PRON__Deixis=Prox|PronType=Dem",
"PRON__Deixis=Remt|PronType=Dem",
"PRON__NumType=Card",
"PRON__Number=Plur|PronType=Ind",
"PRON__Number=Plur|PronType=Int",
"PRON__PronType=Dem",
"PRON__PronType=Ind",
"PRON__PronType=Int",
"PRON__PronType=Int|Typo=Yes",
"PRON__PronType=Tot",
"PRON__Typo=Yes",
"PROPN",
"PROPN_ADP",
"PROPN_DET__Case=Nom|PronType=Int",
"PROPN_PART",
"PROPN_PART__Case=Dat|Number=Sing|Person=3|PronType=Prs",
"PROPN_PART__Case=Nom|Deixis=Remt|PronType=Dem",
"PROPN_PART__NumType=Ord",
"PROPN_PROPN",
"PROPN_PROPN__Case=Nom|Number=Sing|Person=1|PronType=Prs",
"PROPN_X",
"PROPN_X__Aspect=Perf|Mood=Ind|Voice=Pass",
"PROPN__Abbr=Yes",
"PROPN__Aspect=Imp|Mood=Ind|Voice=Act",
"PROPN__Aspect=Imp|Mood=Ind|Voice=Pass",
"PROPN__Aspect=Imp|Mood=Pot|Voice=Act",
"PROPN__Aspect=Imp|Mood=Pot|Voice=Lfoc",
"PROPN__Aspect=Imp|Mood=Pot|Voice=Pass",
"PROPN__Aspect=Perf|Mood=Ind|Voice=Pass",
"PROPN__Case=Dat|Number=Sing|Person=3|PronType=Prs",
"PROPN__Case=Gen",
"PROPN__Case=Gen|Number=Plur|Person=2|PronType=Prs",
"PROPN__Case=Gen|Number=Sing",
"PROPN__Case=Gen|Number=Sing|Person=2|PronType=Prs",
"PROPN__Case=Gen|Number=Sing|Person=3|PronType=Prs",
"PROPN__Case=Loc",
"PROPN__Case=Loc|Deixis=Prox|PronType=Dem",
"PROPN__Case=Loc|Deixis=Remt|PronType=Dem",
"PROPN__Case=Nom",
"PROPN__Case=Nom|Deixis=Med|PronType=Dem",
"PROPN__Case=Nom|Deixis=Prox|PronType=Dem",
"PROPN__Case=Nom|Deixis=Remt|PronType=Dem",
"PROPN__Case=Nom|Number=Plur|Person=1|PronType=Prs",
"PROPN__Case=Nom|Number=Plur|Person=3|PronType=Prs",
"PROPN__Case=Nom|Number=Sing|Person=1|PronType=Prs",
"PROPN__Case=Nom|Number=Sing|Person=2|PronType=Prs",
"PROPN__Case=Nom|Number=Sing|Person=3|PronType=Prs",
"PROPN__Case=Nom|PronType=Ind",
"PROPN__Degree=Sup",
"PROPN__Deixis=Prox|PronType=Dem",
"PROPN__Deixis=Remt|PronType=Dem",
"PROPN__NumType=Card",
"PROPN__NumType=Ord",
"PROPN__Number=Plur",
"PROPN__PartType=Int",
"PROPN__Polarity=Neg",
"PROPN__PronType=Int",
"PROPN__Typo=Yes",
"PUNCT",
"PUNCT__Case=Loc",
"SCONJ",
"SCONJ_ADP",
"SCONJ_ADV",
"SCONJ_ADV__Aspect=Imp|Case=Loc|Mood=Pot|PronType=Int|Voice=Pass",
"SCONJ_ADV__Polarity=Neg",
"SCONJ_ADV__Typo=Yes",
"SCONJ_CCONJ",
"SCONJ_CCONJ__Degree=Abs",
"SCONJ_PART",
"SCONJ_PART__Case=Gen|Deixis=Remt|PronType=Dem",
"SCONJ_PART__Case=Loc|PronType=Int",
"SCONJ_PART__Deixis=Remt|PronType=Dem",
"SCONJ__Aspect=Imp|Mood=Ind|Voice=Act",
"SCONJ__Aspect=Imp|Mood=Pot|Voice=Act",
"SCONJ__Aspect=Imp|Mood=Pot|Voice=Pass",
"SCONJ__Aspect=Perf|Mood=Ind|Voice=Pass",
"SCONJ__Case=Gen",
"SCONJ__Case=Gen|Deixis=Remt|PronType=Dem",
"SCONJ__Case=Gen|Typo=Yes",
"SCONJ__Case=Loc|Deixis=Prox|PronType=Dem",
"SCONJ__Case=Loc|PronType=Int",
"SCONJ__Case=Nom",
"SCONJ__Degree=Abs",
"SCONJ__PronType=Int",
"SCONJ__Typo=Yes",
"SYM",
"VERB",
"VERB_ADP__Aspect=Perf|Case=Gen|Mood=Ind|Typo=Yes|Voice=Cau",
"VERB_ADP__Aspect=Perf|Case=Gen|Mood=Ind|Voice=Pass",
"VERB_ADP__Case=Gen",
"VERB_ADV__Aspect=Perf|Mood=Ind|Voice=Act",
"VERB_ADV__Aspect=Perf|Mood=Ind|Voice=Pass",
"VERB_CCONJ",
"VERB_CCONJ__Aspect=Imp|Mood=Pot|Voice=Act",
"VERB_DET",
"VERB_DET__Case=Nom",
"VERB_DET__Polarity=Neg",
"VERB_PART",
"VERB_PART_NOUN",
"VERB_PART_NOUN__Aspect=Imp|Mood=Ind|Voice=Cau",
"VERB_PART_VERB",
"VERB_PART_VERB__Polarity=Neg",
"VERB_PART__Aspect=Imp|Mood=Ind|Typo=Yes|Voice=Act",
"VERB_PART__Aspect=Imp|Mood=Ind|Voice=Act",
"VERB_PART__Aspect=Imp|Mood=Ind|Voice=Bfoc",
"VERB_PART__Aspect=Imp|Mood=Ind|Voice=Cau",
"VERB_PART__Aspect=Imp|Mood=Ind|Voice=Lfoc",
"VERB_PART__Aspect=Imp|Mood=Ind|Voice=Pass",
"VERB_PART__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Lfoc",
"VERB_PART__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Pass",
"VERB_PART__Aspect=Imp|Mood=Pot|Voice=Act",
"VERB_PART__Aspect=Imp|Mood=Pot|Voice=Cau",
"VERB_PART__Aspect=Imp|Mood=Pot|Voice=Lfoc",
"VERB_PART__Aspect=Imp|Mood=Pot|Voice=Pass",
"VERB_PART__Aspect=Perf|Mood=Ind|Voice=Act",
"VERB_PART__Aspect=Perf|Mood=Ind|Voice=Bfoc",
"VERB_PART__Aspect=Perf|Mood=Ind|Voice=Cau",
"VERB_PART__Aspect=Perf|Mood=Ind|Voice=Lfoc",
"VERB_PART__Aspect=Perf|Mood=Ind|Voice=Pass",
"VERB_PART__Aspect=Perf|Mood=Pot|Voice=Act",
"VERB_PART__Aspect=Perf|Mood=Pot|Voice=Pass",
"VERB_PART__Case=Dat|Clusivity=Ex|Number=Plur|Person=1|PronType=Prs",
"VERB_PART__Case=Nom|Deixis=Prox|PronType=Dem",
"VERB_PART__Degree=Sup",
"VERB_PART__Polarity=Neg",
"VERB_PART__Typo=Yes",
"VERB_PRON",
"VERB_PRON__Case=Gen|Number=Sing|Person=1|PronType=Prs",
"VERB_X",
"VERB_X__Aspect=Imp|Mood=Ind|Voice=Pass",
"VERB_X__Aspect=Imp|Mood=Pot|Voice=Act",
"VERB_X__Aspect=Imp|Mood=Pot|Voice=Pass",
"VERB_X__Aspect=Perf|Mood=Ind|Voice=Act",
"VERB_X__Aspect=Perf|Mood=Ind|Voice=Pass",
"VERB_X__Typo=Yes",
"VERB__Aspect=Imp|Mood=Ind|Number=Plur|Voice=Act",
"VERB__Aspect=Imp|Mood=Ind|Typo=Yes|Voice=Lfoc",
"VERB__Aspect=Imp|Mood=Ind|Typo=Yes|Voice=Pass",
"VERB__Aspect=Imp|Mood=Ind|Voice=Act",
"VERB__Aspect=Imp|Mood=Ind|Voice=Bfoc",
"VERB__Aspect=Imp|Mood=Ind|Voice=Cau",
"VERB__Aspect=Imp|Mood=Ind|Voice=Lfoc",
"VERB__Aspect=Imp|Mood=Ind|Voice=Pass",
"VERB__Aspect=Imp|Mood=Pot",
"VERB__Aspect=Imp|Mood=Pot|Number=Plur|Voice=Pass",
"VERB__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Act",
"VERB__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Lfoc",
"VERB__Aspect=Imp|Mood=Pot|Typo=Yes|Voice=Pass",
"VERB__Aspect=Imp|Mood=Pot|Voice=Act",
"VERB__Aspect=Imp|Mood=Pot|Voice=Bfoc",
"VERB__Aspect=Imp|Mood=Pot|Voice=Cau",
"VERB__Aspect=Imp|Mood=Pot|Voice=Lfoc",
"VERB__Aspect=Imp|Mood=Pot|Voice=Pass",
"VERB__Aspect=Perf|Mood=Ind",
"VERB__Aspect=Perf|Mood=Ind|NumType=Ord|Voice=Act",
"VERB__Aspect=Perf|Mood=Ind|Number=Plur|Voice=Act",
"VERB__Aspect=Perf|Mood=Ind|Typo=Yes|Voice=Act",
"VERB__Aspect=Perf|Mood=Ind|Typo=Yes|Voice=Bfoc",
"VERB__Aspect=Perf|Mood=Ind|Typo=Yes|Voice=Pass",
"VERB__Aspect=Perf|Mood=Ind|Voice=Act",
"VERB__Aspect=Perf|Mood=Ind|Voice=Bfoc",
"VERB__Aspect=Perf|Mood=Ind|Voice=Cau",
"VERB__Aspect=Perf|Mood=Ind|Voice=Lfoc",
"VERB__Aspect=Perf|Mood=Ind|Voice=Pass",
"VERB__Aspect=Perf|Mood=Pot|Typo=Yes|Voice=Pass",
"VERB__Aspect=Perf|Mood=Pot|Voice=Act",
"VERB__Aspect=Perf|Mood=Pot|Voice=Bfoc",
"VERB__Aspect=Perf|Mood=Pot|Voice=Cau",
"VERB__Aspect=Perf|Mood=Pot|Voice=Lfoc",
"VERB__Aspect=Perf|Mood=Pot|Voice=Pass",
"VERB__Case=Gen|Number=Sing",
"VERB__Case=Loc",
"VERB__Case=Loc|Deixis=Remt|PronType=Dem",
"VERB__Case=Loc|PronType=Int",
"VERB__Case=Nom|Clusivity=In|Number=Plur|Person=1|PronType=Prs",
"VERB__Case=Nom|Deixis=Med|PronType=Dem",
"VERB__Case=Nom|Deixis=Prox|PronType=Dem",
"VERB__Case=Nom|Number=Sing|Person=2|PronType=Prs",
"VERB__Degree=Abs",
"VERB__Degree=Cmp",
"VERB__Degree=Sup",
"VERB__Deixis=Med|PronType=Dem",
"VERB__Deixis=Prox|PronType=Dem",
"VERB__Deixis=Remt|PronType=Dem",
"VERB__NumType=Card",
"VERB__NumType=Ord",
"VERB__Number=Plur",
"VERB__Polarity=Neg",
"VERB__Polarity=Neg|Typo=Yes",
"VERB__PronType=Int",
"VERB__Typo=Yes",
"X",
"X__Aspect=Perf|Mood=Ind",
"X__Aspect=Perf|Mood=Ind|Voice=Act",
"fixed__Case=Loc",
"nsubj_PART__Case=Nom|Number=Sing|Person=3|PronType=Prs"
],
"parser":[
"ROOT",
"acl",
"acl:relcl",
"advcl",
"advmod",
"amod",
"appos",
"case",
"cc",
"ccomp",
"compound",
"compound:redup",
"conj",
"dep",
"det",
"discourse",
"dislocated",
"fixed",
"flat",
"goeswith",
"list",
"mark",
"nmod",
"nmod:poss",
"nsubj",
"nummod",
"obj",
"obj:agent",
"obl",
"orphan",
"parataxis",
"punct",
"vocative",
"xcomp"
]
},
"pipeline":[
"transformer",
"trainable_lemmatizer",
"morphologizer",
"tagger",
"parser"
],
"components":[
"transformer",
"trainable_lemmatizer",
"morphologizer",
"tagger",
"parser"
],
"disabled":[
],
"performance":{
"lemma_acc":0.9039375729,
"pos_acc":0.9575761269,
"morph_acc":0.9569472818,
"morph_per_feat":{
"Case":{
"p":0.9939268639,
"r":0.982124617,
"f":0.9879904952
},
"Number":{
"p":0.9981758482,
"r":0.989869754,
"f":0.9940054496
},
"Person":{
"p":1.0,
"r":0.9907621247,
"f":0.9953596288
},
"PronType":{
"p":0.9990044798,
"r":0.9625899281,
"f":0.9804592086
},
"Polarity":{
"p":1.0,
"r":0.9570135747,
"f":0.9780346821
},
"Aspect":{
"p":0.9559393726,
"r":0.9354949983,
"f":0.9456066946
},
"Mood":{
"p":0.946403385,
"r":0.9258364953,
"f":0.9360069747
},
"Voice":{
"p":0.845800988,
"r":0.8271221532,
"f":0.8363572924
},
"Deixis":{
"p":0.9877192982,
"r":0.9008,
"f":0.9422594142
},
"NumType":{
"p":0.9956395349,
"r":0.8838709677,
"f":0.9364319891
},
"Abbr":{
"p":1.0,
"r":0.0992907801,
"f":0.1806451613
},
"Clusivity":{
"p":1.0,
"r":0.98,
"f":0.9898989899
},
"Typo":{
"p":0.8076923077,
"r":0.3620689655,
"f":0.5
},
"Polite":{
"p":1.0,
"r":0.9642857143,
"f":0.9818181818
},
"PartType":{
"p":1.0,
"r":0.8510638298,
"f":0.9195402299
},
"Degree":{
"p":1.0,
"r":0.6388888889,
"f":0.7796610169
}
},
"tag_acc":0.9170079627,
"dep_uas":0.86956667,
"dep_las":0.8126062465,
"dep_las_per_type":{
"mark":{
"p":0.8540540541,
"r":0.8421052632,
"f":0.8480375713
},
"nmod":{
"p":0.6389442231,
"r":0.6424636955,
"f":0.6406991261
},
"advcl":{
"p":0.6121794872,
"r":0.6255458515,
"f":0.6187904968
},
"nsubj":{
"p":0.8539187526,
"r":0.8710757639,
"f":0.8624119354
},
"discourse":{
"p":0.8418803419,
"r":0.8242677824,
"f":0.8329809725
},
"advmod":{
"p":0.8077634011,
"r":0.8374856267,
"f":0.8223560406
},
"root":{
"p":0.8632911392,
"r":0.8737988469,
"f":0.8685132124
},
"ccomp":{
"p":0.6218274112,
"r":0.6767955801,
"f":0.6481481481
},
"case":{
"p":0.9255047575,
"r":0.9000225683,
"f":0.9125858124
},
"det":{
"p":0.9577960141,
"r":0.9326484018,
"f":0.9450549451
},
"obl":{
"p":0.7459490741,
"r":0.7622708457,
"f":0.7540216438
},
"amod":{
"p":0.7432065217,
"r":0.7747875354,
"f":0.758668516
},
"xcomp":{
"p":0.6821428571,
"r":0.6518771331,
"f":0.6666666667
},
"acl:relcl":{
"p":0.7330567082,
"r":0.7412587413,
"f":0.7371349096
},
"obj:agent":{
"p":0.8873239437,
"r":0.9082568807,
"f":0.8976683938
},
"nmod:poss":{
"p":0.8393782383,
"r":0.7902439024,
"f":0.8140703518
},
"nummod":{
"p":0.8946015424,
"r":0.8345323741,
"f":0.8635235732
},
"acl":{
"p":0.3,
"r":0.0588235294,
"f":0.0983606557
},
"appos":{
"p":0.6363636364,
"r":0.6363636364,
"f":0.6363636364
},
"cc":{
"p":0.8913043478,
"r":0.8661971831,
"f":0.8785714286
},
"conj":{
"p":0.7510416667,
"r":0.7621564482,
"f":0.7565582371
},
"flat":{
"p":0.8387824126,
"r":0.8778761062,
"f":0.8578841165
},
"fixed":{
"p":0.7587006961,
"r":0.7234513274,
"f":0.7406568516
},
"obj":{
"p":0.8234295416,
"r":0.8319039451,
"f":0.8276450512
},
"parataxis":{
"p":0.3253968254,
"r":0.496969697,
"f":0.3932853717
},
"dislocated":{
"p":0.4390243902,
"r":0.4285714286,
"f":0.4337349398
},
"compound":{
"p":0.5465116279,
"r":0.3298245614,
"f":0.4113785558
},
"dep":{
"p":0.2272727273,
"r":0.2816901408,
"f":0.251572327
},
"compound:redup":{
"p":0.5384615385,
"r":0.5384615385,
"f":0.5384615385
},
"list":{
"p":0.24,
"r":0.3529411765,
"f":0.2857142857
},
"vocative":{
"p":0.8333333333,
"r":0.7692307692,
"f":0.8
},
"reparandum":{
"p":0.0,
"r":0.0,
"f":0.0
},
"expl":{
"p":0.0,
"r":0.0,
"f":0.0
},
"goeswith":{
"p":0.0,
"r":0.0,
"f":0.0
},
"orphan":{
"p":0.0,
"r":0.0,
"f":0.0
}
},
"sents_p":0.9715729627,
"sents_r":0.9852658552,
"sents_f":0.9783715013,
"transformer_loss":10200.7223000669,
"trainable_lemmatizer_loss":1972.3957465372,
"morphologizer_loss":1229.8241101541,
"tagger_loss":1400.3203985451,
"parser_loss":2732.7762811153
},
"parent_package":"spacy",
"sources":[
{
"name":"UD_Tagalog-NewsCrawl",
"license":"CC BY NC",
"author":"Angelina A. Aquino and Lester James V. Miranda and Elsie Marie T. Or",
"url":"https://huggingface.co/datasets/UD-Filipino/UD_Tagalog-NewsCrawl"
}
],
"requirements":[
"spacy-transformers>=1.3.5,<1.4.0"
]
}