|
--- |
|
annotations_creators: |
|
- expert-generated |
|
language_creators: |
|
- found |
|
languages: |
|
ady: |
|
- ady |
|
ang: |
|
- ang |
|
ara: |
|
- ar |
|
arn: |
|
- arn |
|
ast: |
|
- ast |
|
aze: |
|
- az |
|
bak: |
|
- ba |
|
bel: |
|
- be |
|
ben: |
|
- bn |
|
bod: |
|
- bo |
|
bre: |
|
- br |
|
bul: |
|
- bg |
|
cat: |
|
- ca |
|
ces: |
|
- cs |
|
chu: |
|
- cu |
|
ckb: |
|
- ckb |
|
cor: |
|
- kw |
|
crh: |
|
- crh |
|
csb: |
|
- csb |
|
cym: |
|
- cy |
|
dan: |
|
- da |
|
deu: |
|
- de |
|
dsb: |
|
- dsb |
|
ell: |
|
- el |
|
eng: |
|
- en |
|
est: |
|
- et |
|
eus: |
|
- eu |
|
fao: |
|
- fo |
|
fas: |
|
- fa |
|
fin: |
|
- fi |
|
fra: |
|
- fr |
|
frm: |
|
- frm |
|
fro: |
|
- fro |
|
frr: |
|
- frr |
|
fry: |
|
- fy |
|
fur: |
|
- fur |
|
gal: |
|
- gal |
|
gla: |
|
- gd |
|
gle: |
|
- ga |
|
glv: |
|
- gv |
|
gmh: |
|
- gmh |
|
gml: |
|
- gml |
|
got: |
|
- got |
|
grc: |
|
- grc |
|
hai: |
|
- hai |
|
hbs: |
|
- sh |
|
heb: |
|
- he |
|
hin: |
|
- hi |
|
hun: |
|
- hu |
|
hye: |
|
- hy |
|
isl: |
|
- is |
|
ita: |
|
- it |
|
izh: |
|
- izh |
|
kal: |
|
- kl |
|
kan: |
|
- kn |
|
kat: |
|
- ka |
|
kaz: |
|
- kk |
|
kbd: |
|
- kbd |
|
kjh: |
|
- kjh |
|
klr: |
|
- klr |
|
kmr: |
|
- kmr |
|
krl: |
|
- krl |
|
lat: |
|
- la |
|
lav: |
|
- lv |
|
lit: |
|
- lt |
|
liv: |
|
- liv |
|
lld: |
|
- lld |
|
lud: |
|
- lud |
|
mkd: |
|
- mk |
|
mlt: |
|
- mt |
|
mwf: |
|
- mwf |
|
nap: |
|
- nap |
|
nav: |
|
- nv |
|
nds: |
|
- nds |
|
nld: |
|
- nl |
|
nno: |
|
- nn |
|
nob: |
|
- nb |
|
oci: |
|
- oc |
|
olo: |
|
- olo |
|
osx: |
|
- osx |
|
pol: |
|
- pl |
|
por: |
|
- pt |
|
pus: |
|
- ps |
|
que: |
|
- qu |
|
ron: |
|
- ro |
|
rus: |
|
- ru |
|
san: |
|
- sa |
|
sga: |
|
- sga |
|
slv: |
|
- sl |
|
sme: |
|
- sme |
|
spa: |
|
- es |
|
sqi: |
|
- sq |
|
swc: |
|
- swc |
|
swe: |
|
- sv |
|
syc: |
|
- syc |
|
tat: |
|
- tt |
|
tel: |
|
- te |
|
tgk: |
|
- tg |
|
tuk: |
|
- tk |
|
tur: |
|
- tr |
|
ukr: |
|
- uk |
|
urd: |
|
- ur |
|
uzb: |
|
- uz |
|
vec: |
|
- vec |
|
vep: |
|
- vep |
|
vot: |
|
- vot |
|
xcl: |
|
- xcl |
|
xno: |
|
- xno |
|
yid: |
|
- yi |
|
zul: |
|
- zu |
|
licenses: |
|
- cc-by-sa-3-0 |
|
multilinguality: |
|
- monolingual |
|
size_categories: |
|
ady: |
|
- 1K<n<10K |
|
ang: |
|
- 1K<n<10K |
|
ara: |
|
- 1K<n<10K |
|
arn: |
|
- n<1K |
|
ast: |
|
- n<1K |
|
aze: |
|
- n<1K |
|
bak: |
|
- 1K<n<10K |
|
bel: |
|
- 1K<n<10K |
|
ben: |
|
- n<1K |
|
bod: |
|
- 1K<n<10K |
|
bre: |
|
- n<1K |
|
bul: |
|
- 1K<n<10K |
|
cat: |
|
- 1K<n<10K |
|
ces: |
|
- 1K<n<10K |
|
chu: |
|
- n<1K |
|
ckb: |
|
- n<1K |
|
cor: |
|
- n<1K |
|
crh: |
|
- 1K<n<10K |
|
csb: |
|
- n<1K |
|
cym: |
|
- n<1K |
|
dan: |
|
- 1K<n<10K |
|
deu: |
|
- 10K<n<100K |
|
dsb: |
|
- n<1K |
|
ell: |
|
- 10K<n<100K |
|
eng: |
|
- 10K<n<100K |
|
est: |
|
- n<1K |
|
eus: |
|
- n<1K |
|
fao: |
|
- 1K<n<10K |
|
fas: |
|
- n<1K |
|
fin: |
|
- 10K<n<100K |
|
fra: |
|
- 1K<n<10K |
|
frm: |
|
- n<1K |
|
fro: |
|
- 1K<n<10K |
|
frr: |
|
- n<1K |
|
fry: |
|
- n<1K |
|
fur: |
|
- n<1K |
|
gal: |
|
- n<1K |
|
gla: |
|
- n<1K |
|
gle: |
|
- 1K<n<10K |
|
glv: |
|
- n<1K |
|
gmh: |
|
- n<1K |
|
gml: |
|
- n<1K |
|
got: |
|
- n<1K |
|
grc: |
|
- 1K<n<10K |
|
hai: |
|
- n<1K |
|
hbs: |
|
- 10K<n<100K |
|
heb: |
|
- n<1K |
|
hin: |
|
- n<1K |
|
hun: |
|
- 10K<n<100K |
|
hye: |
|
- 1K<n<10K |
|
isl: |
|
- 1K<n<10K |
|
ita: |
|
- 10K<n<100K |
|
izh: |
|
- n<1K |
|
kal: |
|
- n<1K |
|
kan: |
|
- n<1K |
|
kat: |
|
- 1K<n<10K |
|
kaz: |
|
- n<1K |
|
kbd: |
|
- n<1K |
|
kjh: |
|
- n<1K |
|
klr: |
|
- n<1K |
|
kmr: |
|
- 10K<n<100K |
|
krl: |
|
- n<1K |
|
lat: |
|
- 10K<n<100K |
|
lav: |
|
- 1K<n<10K |
|
lit: |
|
- 1K<n<10K |
|
liv: |
|
- n<1K |
|
lld: |
|
- n<1K |
|
lud: |
|
- n<1K |
|
mkd: |
|
- 10K<n<100K |
|
mlt: |
|
- n<1K |
|
mwf: |
|
- n<1K |
|
nap: |
|
- n<1K |
|
nav: |
|
- n<1K |
|
nds: |
|
- n<1K |
|
nld: |
|
- 1K<n<10K |
|
nno: |
|
- 1K<n<10K |
|
nob: |
|
- 1K<n<10K |
|
oci: |
|
- n<1K |
|
olo: |
|
- 10K<n<100K |
|
osx: |
|
- n<1K |
|
pol: |
|
- 10K<n<100K |
|
por: |
|
- 1K<n<10K |
|
pus: |
|
- n<1K |
|
que: |
|
- 1K<n<10K |
|
ron: |
|
- 1K<n<10K |
|
rus: |
|
- 10K<n<100K |
|
san: |
|
- n<1K |
|
sga: |
|
- n<1K |
|
slv: |
|
- 1K<n<10K |
|
sme: |
|
- 1K<n<10K |
|
spa: |
|
- 1K<n<10K |
|
sqi: |
|
- n<1K |
|
swc: |
|
- n<1K |
|
swe: |
|
- 10K<n<100K |
|
syc: |
|
- n<1K |
|
tat: |
|
- 1K<n<10K |
|
tel: |
|
- n<1K |
|
tgk: |
|
- n<1K |
|
tuk: |
|
- n<1K |
|
tur: |
|
- 1K<n<10K |
|
ukr: |
|
- 1K<n<10K |
|
urd: |
|
- n<1K |
|
uzb: |
|
- n<1K |
|
vec: |
|
- n<1K |
|
vep: |
|
- 1K<n<10K |
|
vot: |
|
- n<1K |
|
xcl: |
|
- 1K<n<10K |
|
xno: |
|
- n<1K |
|
yid: |
|
- n<1K |
|
zul: |
|
- n<1K |
|
source_datasets: |
|
- original |
|
task_categories: |
|
- structure-prediction |
|
- text-classification |
|
task_ids: |
|
- multi-class-classification |
|
- multi-label-classification |
|
- structure-prediction-other-morphology |
|
--- |
|
|
|
# Dataset Card for [Dataset Name] |
|
|
|
## Table of Contents |
|
- [Dataset Description](#dataset-description) |
|
- [Dataset Summary](#dataset-summary) |
|
- [Supported Tasks](#supported-tasks-and-leaderboards) |
|
- [Languages](#languages) |
|
- [Dataset Structure](#dataset-structure) |
|
- [Data Instances](#data-instances) |
|
- [Data Fields](#data-instances) |
|
- [Data Splits](#data-instances) |
|
- [Dataset Creation](#dataset-creation) |
|
- [Curation Rationale](#curation-rationale) |
|
- [Source Data](#source-data) |
|
- [Annotations](#annotations) |
|
- [Personal and Sensitive Information](#personal-and-sensitive-information) |
|
- [Considerations for Using the Data](#considerations-for-using-the-data) |
|
- [Social Impact of Dataset](#social-impact-of-dataset) |
|
- [Discussion of Biases](#discussion-of-biases) |
|
- [Other Known Limitations](#other-known-limitations) |
|
- [Additional Information](#additional-information) |
|
- [Dataset Curators](#dataset-curators) |
|
- [Licensing Information](#licensing-information) |
|
- [Citation Information](#citation-information) |
|
- [Contributions](#contributions) |
|
|
|
## Dataset Description |
|
|
|
- **Homepage:** [UniMorph Homepage](https://unimorph.github.io/) |
|
- **Repository:** [List of UniMorph repositories](https://github.com/unimorph) |
|
- **Paper:** [The Composition and Use of the Universal Morphological Feature Schema (UniMorph Schema)](https://unimorph.github.io/doc/unimorph-schema.pdf) |
|
- **Point of Contact:** [Arya McCarthy](mailto:[email protected]) |
|
|
|
### Dataset Summary |
|
|
|
The Universal Morphology (UniMorph) project is a collaborative effort to improve how NLP handles complex morphology in the world’s languages. |
|
The goal of UniMorph is to annotate morphological data in a universal schema that allows an inflected word from any language to be defined by its lexical meaning, |
|
typically carried by the lemma, and by a rendering of its inflectional form in terms of a bundle of morphological features from our schema. |
|
The specification of the schema is described in Sylak-Glassman (2016). |
|
|
|
### Supported Tasks and Leaderboards |
|
|
|
[More Information Needed] |
|
|
|
### Languages |
|
|
|
The current version of the UniMorph dataset covers 110 languages. |
|
|
|
## Dataset Structure |
|
|
|
### Data Instances |
|
|
|
Each data instance comprises of a lemma and a set of possible realizations with morphological and meaning annotations. For example: |
|
``` |
|
{'forms': {'Aktionsart': [[], [], [], [], []], |
|
'Animacy': [[], [], [], [], []], |
|
... |
|
'Finiteness': [[], [], [], [1], []], |
|
... |
|
'Number': [[], [], [0], [], []], |
|
'Other': [[], [], [], [], []], |
|
'Part_Of_Speech': [[7], [10], [7], [7], [10]], |
|
... |
|
'Tense': [[1], [1], [0], [], [0]], |
|
... |
|
'word': ['ablated', 'ablated', 'ablates', 'ablate', 'ablating']}, |
|
'lemma': 'ablate'} |
|
``` |
|
|
|
### Data Fields |
|
|
|
Each instance in the dataset has the following fields: |
|
- `lemma`: the common lemma for all all_forms |
|
- `forms`: all annotated forms for this lemma, with: |
|
- `word`: the full word form |
|
- [`category`]: a categorical variable denoting one or several tags in a category (several to represent composite tags, originally denoted with `A+B`). The full list of categories and possible tags for each can be found [here](https://github.com/unimorph/unimorph.github.io/blob/master/unimorph-schema-json/dimensions-to-features.json) |
|
|
|
|
|
### Data Splits |
|
|
|
[More Information Needed] |
|
|
|
## Dataset Creation |
|
|
|
### Curation Rationale |
|
|
|
[More Information Needed] |
|
|
|
### Source Data |
|
|
|
#### Initial Data Collection and Normalization |
|
|
|
[More Information Needed] |
|
|
|
#### Who are the source language producers? |
|
|
|
[More Information Needed] |
|
|
|
### Annotations |
|
|
|
#### Annotation process |
|
|
|
[More Information Needed] |
|
|
|
#### Who are the annotators? |
|
|
|
[More Information Needed] |
|
|
|
### Personal and Sensitive Information |
|
|
|
[More Information Needed] |
|
|
|
## Considerations for Using the Data |
|
|
|
### Social Impact of Dataset |
|
|
|
[More Information Needed] |
|
|
|
### Discussion of Biases |
|
|
|
[More Information Needed] |
|
|
|
### Other Known Limitations |
|
|
|
[More Information Needed] |
|
|
|
## Additional Information |
|
|
|
### Dataset Curators |
|
|
|
[More Information Needed] |
|
|
|
### Licensing Information |
|
|
|
[More Information Needed] |
|
|
|
### Citation Information |
|
|
|
[More Information Needed] |
|
|
|
### Contributions |
|
|
|
Thanks to [@yjernite](https://github.com/yjernite) for adding this dataset. |
