## de_STTS2_folk_normal_orth tagger

This is a spaCy language model trained to use the Stuttgart-Tübingen Tagset version 2.0, which was designed to tag transcripts of conversational speech in German. 
The model may be useful for tagging ASR transcripts such as those collected in the [CoGS](https://cc.oulu.fi/~scoats/CoGS.html) corpus.

The model was trained using the tag annotations from the FOLK corpus at https://agd.ids-mannheim.de/folk-gold.shtml, employing an 80/20 training/test split. This version of the tagger was trained using data in standard German orthography with regards to upper and lower case of characters.

Usage example:
```python
!pip install https://huggingface.co/stcoats/de_STTS2_folk_normal_orth/resolve/main/de_STTS2_folk_normal_orth-any-py3-none-any.whl
import spacy
import de_STTS2_folk_normal_orth
nlp = de_STTS2_folk_normal_orth.load()
doc = nlp("ach so meinst du wir sollen es jetzt tun")
for token in doc:
    print(token.text, token.tag_)
```
### References

Coats, Steven. (2023). A new corpus of geolocated ASR transcripts from Germany. <i>Language Resources and Evaluation</i>. https://doi.org/10.1007/s10579-023-09686-9

Westpfahl, Swantje and Thomas Schmidt. (2016): [FOLK-Gold – A GOLD standard for Part-of-Speech-Tagging of Spoken German](https://aclanthology.org/L16-1237). In: <i>Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC’16), Portorož, Slovenia</i>

---

| Feature | Description |
| --- | --- |
| **Name** | `de_STTS2_folk_normal_orth` |
| **Version** | `0.0.1` |
| **spaCy** | `>=3.5.1,<3.6.0` |
| **Default Pipeline** | `tok2vec`, `tagger` |
| **Components** | `tok2vec`, `tagger` |
| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
| **Sources** | n/a |
| **License** | n/a |
| **Author** | [n/a]() |

### Label Scheme

<details>

<summary>View label scheme (62 labels for 1 components)</summary>

| Component | Labels |
| --- | --- |
| **`tagger`** | `$.`, `AB`, `ADJA`, `ADJD`, `ADV`, `APPO`, `APPR`, `APPRART`, `APZR`, `ART`, `CARD`, `FM`, `KOKOM`, `KON`, `KOUI`, `KOUS`, `NE`, `NGAKW`, `NGHES`, `NGIRR`, `NGONO`, `NN`, `ORD`, `PDAT`, `PDS`, `PIAT`, `PIDAT`, `PIDS`, `PIS`, `PPER`, `PPOSAT`, `PPOSS`, `PRELAT`, `PRELS`, `PRF`, `PTKA`, `PTKIFG`, `PTKMA`, `PTKMWL`, `PTKNEG`, `PTKVZ`, `PTKZU`, `PWAT`, `PWAV`, `PWS`, `SEDM`, `SEQU`, `SPELL`, `TRUNC`, `UI`, `VAFIN`, `VAIMP`, `VAINF`, `VAPP`, `VMFIN`, `VMINF`, `VVFIN`, `VVIMP`, `VVINF`, `VVIZU`, `VVPP`, `XY` |

</details>

### Accuracy

| Type | Score |
| --- | --- |
| `TAG_ACC` | 93.80 |
| `TOK2VEC_LOSS` | 204127.79 |
| `TAGGER_LOSS` | 119369.65 |
{"language": ["de"], "tags": ["spacy", "token-classification"]}
spacy token-classification de model-index region:us
TAGS
#spacy #token-classification #de #model-index #region-us 

de\_STTS2\_folk\_normal\_orth tagger
------------------------------------


This is a spaCy language model trained to use the Stuttgart-Tübingen Tagset version 2.0, which was designed to tag transcripts of conversational speech in German.
The model may be useful for tagging ASR transcripts such as those collected in the CoGS corpus.


The model was trained using the tag annotations from the FOLK corpus at URL employing an 80/20 training/test split. This version of the tagger was trained using data in standard German orthography with regards to upper and lower case of characters.


Usage example:


### References


Coats, Steven. (2023). A new corpus of geolocated ASR transcripts from Germany. *Language Resources and Evaluation*. URL


Westpfahl, Swantje and Thomas Schmidt. (2016): FOLK-Gold – A GOLD standard for Part-of-Speech-Tagging of Spoken German. In: *Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC’16), Portorož, Slovenia*




---



### Label Scheme



View label scheme (62 labels for 1 components)


### Accuracy




### References


Coats, Steven. (2023). A new corpus of geolocated ASR transcripts from Germany. *Language Resources and Evaluation*. URL


Westpfahl, Swantje and Thomas Schmidt. (2016): FOLK-Gold – A GOLD standard for Part-of-Speech-Tagging of Spoken German. In: *Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC’16), Portorož, Slovenia*




--- ### Label Scheme



View label scheme (62 labels for 1 components) ### Accuracy
TAGS
#spacy #token-classification #de #model-index #region-us 
 ### References


Coats, Steven. (2023). A new corpus of geolocated ASR transcripts from Germany. *Language Resources and Evaluation*. URL


Westpfahl, Swantje and Thomas Schmidt. (2016): FOLK-Gold – A GOLD standard for Part-of-Speech-Tagging of Spoken German. In: *Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC’16), Portorož, Slovenia*




--- ### Label Scheme



View label scheme (62 labels for 1 components) ### Accuracy
TAGS
#spacy #token-classification #de #model-index #region-us 
### References


Coats, Steven. (2023). A new corpus of geolocated ASR transcripts from Germany. *Language Resources and Evaluation*. URL


Westpfahl, Swantje and Thomas Schmidt. (2016): FOLK-Gold – A GOLD standard for Part-of-Speech-Tagging of Spoken German. In: *Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC’16), Portorož, Slovenia*




---### Label Scheme



View label scheme (62 labels for 1 components)### Accuracy