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tl_mdeberta_v3_transition
filbench/tl_mdeberta_v3_transition
tl_mdeberta_v3_transition is a token classification model from filbench. Use it when you need labels on individual words, such as names. It is set up for spacy. The card lists the license as mit.
<img src="https://cdn-avatars.huggingface.co/v1/production/uploads/634e20a0c1ce28f1de920cc4/k7SJny1M3lDa5CHT1bp3.png" width="130" height="130" align="right" /
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At a glance
- Task
- Token Classification
- Library
- spacy
- License
- mit
- Access
- Public
- Created
- Dec 23, 2024
- Updated
- Dec 23, 2024
- SHA
- dade7057
Base models
Datasets
Model card
From the Hugging Face model README
<img src="https://cdn-avatars.huggingface.co/v1/production/uploads/634e20a0c1ce28f1de920cc4/k7SJny1M3lDa5CH_T1bp3.png" width="130" height="130" align="right" />
</details>
UD Parser (Multilingual context-sensitive vectors + transition-based parser)
This is the spaCy pipeline trained on UD-NewsCrawl. It uses context-sensitive vectors from microsoft/mdeberta-v3-base. It is trained using a transition-based parser based on Honnibal and Johnson (2015) and can perform dependency parsing, lemmatization, and morphological annotation. The trainable lemmatizer is based on Muller et al. (2015). More information can be found in this blog post.
| Feature | Description |
|---|---|
| Name | tl_mdeberta_v3_transition |
| Version | 0.0.0 |
| spaCy | >=3.8.3,<3.9.0 |
| Default Pipeline | transformer, trainable_lemmatizer, morphologizer, tagger, parser |
| Components | transformer, trainable_lemmatizer, morphologizer, tagger, parser |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | UD_Tagalog-NewsCrawl (Angelina A. Aquino and Lester James V. Miranda and Elsie Marie T. Or) |
| License | MIT |
| Author | Lester James V. Miranda |
Label Scheme
<details> <summary>View label scheme (1103 labels for 3 components)</summary>| Component | Labels |
|---|---|
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, 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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 |
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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, 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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, 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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 |
Accuracy
| Type | Score |
|---|---|
LEMMA_ACC | 90.42 |
POS_ACC | 95.60 |
MORPH_ACC | 95.37 |
TAG_ACC | 91.32 |
DEP_UAS | 86.06 |
DEP_LAS | 79.99 |
SENTS_P | 99.11 |
SENTS_R | 99.42 |
SENTS_F | 99.26 |
- Task
- Token Classification
- Library
- spacy
- License
- mit
- Languages
- tl
- Created
- Dec 23, 2024
- Updated
- Dec 23, 2024