Datasets:
File size: 89,286 Bytes
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---
license: cc-by-4.0
task_categories:
- translation
pretty_name: Smol
size_categories:
- 10K<n<100K
language:
- aa
- ab
- ace
- ach
- ady
- aeb
- af
- ahr
- aii
- ak
- alz
- am
- apc
- apd
- ar
- arn
- arz
- as
- av
- awa
- ay
- ayl
- ba
- bal
- ban
- bbc
- bci
- bem
- ber
- bew
- bfq
- bfy
- bgq
- bho
- bik
- bjn
- bm
- bns
- bo
- br
- bra
- brx
- bts
- btx
- bua
- bug
- ccp
- ce
- cgg
- ch
- chk
- chm
- ckb
- cnh
- crh
- crs
- ctg
- cv
- dhd
- din
- doi
- dov
- dv
- dyu
- dz
- ee
- efi
- en
- es
- fa
- ff
- fj
- fo
- fon
- fr
- fur
- gaa
- gn
- gom
- grt
- ha
- hi
- hil
- hne
- hoc
- hrx
- iba
- ig
- ilo
- iso
- iu
- jam
- kaa
- kac
- kbd
- kek
- kfy
- kg
- kha
- ki
- kl
- kr
- kri
- kru
- ks
- ktu
- kv
- lep
- lg
- li
- lif
- lij
- lmo
- ln
- ltg
- lu
- lua
- luo
- lus
- mad
- mag
- mai
- mak
- mam
- meo
- mfe
- mg
- mh
- min
- mjl
- mni
- mos
- ms
- mtr
- mwr
- nd
- ndc
- ne
- new
- nhe
- noe
- nr
- nso
- nus
- nv
- ny
- oc
- om
- os
- pa
- pag
- pam
- pap
- pcm
- pt
- qu
- quc
- rhg
- rn
- rom
- rw
- sa
- sah
- sat
- scl
- scn
- sd
- se
- sg
- sgj
- shn
- sjp
- skr
- sn
- so
- spv
- ss
- st
- sus
- sw
- syl
- szl
- tcy
- tet
- ti
- tiv
- tn
- to
- tpi
- trp
- ts
- tum
- ty
- tyv
- udm
- unr
- ve
- vec
- war
- wbr
- wo
- xh
- xnr
- xsr
- yo
- yua
- yue
- zap
- zh
- zu
- zza
configs:
- config_name: smolsent__en_es
data_files:
- split: train
path: smolsent/en_es.jsonl
- config_name: smolsent__en_qu
data_files:
- split: train
path: smolsent/en_qu.jsonl
- config_name: smolsent__en_ay
data_files:
- split: train
path: smolsent/en_ay.jsonl
- config_name: smolsent__en_gn
data_files:
- split: train
path: smolsent/en_gn.jsonl
- config_name: smolsent__en_bo
data_files:
- split: train
path: smolsent/en_bo.jsonl
- config_name: smolsent__en_brx
data_files:
- split: train
path: smolsent/en_brx.jsonl
- config_name: smolsent__en_pa-Arab
data_files:
- split: train
path: smolsent/en_pa-Arab.jsonl
- config_name: smolsent__en_sat-Latn
data_files:
- split: train
path: smolsent/en_sat-Latn.jsonl
- config_name: smolsent__en_sat
data_files:
- split: train
path: smolsent/en_sat.jsonl
- config_name: smolsent__en_sa
data_files:
- split: train
path: smolsent/en_sa.jsonl
- config_name: smolsent__en_ks
data_files:
- split: train
path: smolsent/en_ks.jsonl
- config_name: smolsent__en_ks-Deva
data_files:
- split: train
path: smolsent/en_ks-Deva.jsonl
- config_name: smolsent__en_yue
data_files:
- split: train
path: smolsent/en_yue.jsonl
- config_name: smolsent__en_lus
data_files:
- split: train
path: smolsent/en_lus.jsonl
- config_name: smolsent__en_ff
data_files:
- split: train
path: smolsent/en_ff.jsonl
- config_name: smolsent__en_kl
data_files:
- split: train
path: smolsent/en_kl.jsonl
- config_name: smolsent__en_mni-Mtei
data_files:
- split: train
path: smolsent/en_mni-Mtei.jsonl
- config_name: smolsent__en_af
data_files:
- split: train
path: smolsent/en_af.jsonl
- config_name: smolsent__en_am
data_files:
- split: train
path: smolsent/en_am.jsonl
- config_name: smolsent__en_ny
data_files:
- split: train
path: smolsent/en_ny.jsonl
- config_name: smolsent__en_ha
data_files:
- split: train
path: smolsent/en_ha.jsonl
- config_name: smolsent__en_ig
data_files:
- split: train
path: smolsent/en_ig.jsonl
- config_name: smolsent__en_rw
data_files:
- split: train
path: smolsent/en_rw.jsonl
- config_name: smolsent__en_ln
data_files:
- split: train
path: smolsent/en_ln.jsonl
- config_name: smolsent__en_luo
data_files:
- split: train
path: smolsent/en_luo.jsonl
- config_name: smolsent__en_pcm
data_files:
- split: train
path: smolsent/en_pcm.jsonl
- config_name: smolsent__en_om
data_files:
- split: train
path: smolsent/en_om.jsonl
- config_name: smolsent__en_nso
data_files:
- split: train
path: smolsent/en_nso.jsonl
- config_name: smolsent__en_st
data_files:
- split: train
path: smolsent/en_st.jsonl
- config_name: smolsent__en_sn
data_files:
- split: train
path: smolsent/en_sn.jsonl
- config_name: smolsent__en_sw
data_files:
- split: train
path: smolsent/en_sw.jsonl
- config_name: smolsent__en_ber-Latn
data_files:
- split: train
path: smolsent/en_ber-Latn.jsonl
- config_name: smolsent__en_ak
data_files:
- split: train
path: smolsent/en_ak.jsonl
- config_name: smolsent__en_zu
data_files:
- split: train
path: smolsent/en_zu.jsonl
- config_name: smolsent__en_wo
data_files:
- split: train
path: smolsent/en_wo.jsonl
- config_name: smolsent__en_so
data_files:
- split: train
path: smolsent/en_so.jsonl
- config_name: smolsent__en_nd
data_files:
- split: train
path: smolsent/en_nd.jsonl
- config_name: smolsent__en_mg
data_files:
- split: train
path: smolsent/en_mg.jsonl
- config_name: smolsent__en_din
data_files:
- split: train
path: smolsent/en_din.jsonl
- config_name: smolsent__en_gaa
data_files:
- split: train
path: smolsent/en_gaa.jsonl
- config_name: smolsent__en_xh
data_files:
- split: train
path: smolsent/en_xh.jsonl
- config_name: smolsent__en_ts
data_files:
- split: train
path: smolsent/en_ts.jsonl
- config_name: smolsent__en_lg
data_files:
- split: train
path: smolsent/en_lg.jsonl
- config_name: smolsent__en_bm
data_files:
- split: train
path: smolsent/en_bm.jsonl
- config_name: smolsent__en_arz
data_files:
- split: train
path: smolsent/en_arz.jsonl
- config_name: smolsent__en_ve
data_files:
- split: train
path: smolsent/en_ve.jsonl
- config_name: smolsent__en_efi
data_files:
- split: train
path: smolsent/en_efi.jsonl
- config_name: smolsent__en_dyu
data_files:
- split: train
path: smolsent/en_dyu.jsonl
- config_name: smolsent__en_tn
data_files:
- split: train
path: smolsent/en_tn.jsonl
- config_name: smolsent__en_rn
data_files:
- split: train
path: smolsent/en_rn.jsonl
- config_name: smolsent__en_tiv
data_files:
- split: train
path: smolsent/en_tiv.jsonl
- config_name: smolsent__en_mfe
data_files:
- split: train
path: smolsent/en_mfe.jsonl
- config_name: smolsent__en_ti
data_files:
- split: train
path: smolsent/en_ti.jsonl
- config_name: smolsent__en_sus
data_files:
- split: train
path: smolsent/en_sus.jsonl
- config_name: smolsent__en_ndc
data_files:
- split: train
path: smolsent/en_ndc.jsonl
- config_name: smolsent__en_ki
data_files:
- split: train
path: smolsent/en_ki.jsonl
- config_name: smolsent__en_cgg
data_files:
- split: train
path: smolsent/en_cgg.jsonl
- config_name: smolsent__en_bem
data_files:
- split: train
path: smolsent/en_bem.jsonl
- config_name: smolsent__en_tum
data_files:
- split: train
path: smolsent/en_tum.jsonl
- config_name: smolsent__en_nr
data_files:
- split: train
path: smolsent/en_nr.jsonl
- config_name: smolsent__en_kr
data_files:
- split: train
path: smolsent/en_kr.jsonl
- config_name: smolsent__en_fon
data_files:
- split: train
path: smolsent/en_fon.jsonl
- config_name: smolsent__en_yo
data_files:
- split: train
path: smolsent/en_yo.jsonl
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path: gatitos/en_os.jsonl
- config_name: gatitos__en_rhg-Latn
data_files:
- split: train
path: gatitos/en_rhg-Latn.jsonl
- config_name: gatitos__en_rom
data_files:
- split: train
path: gatitos/en_rom.jsonl
- config_name: gatitos__en_skr
data_files:
- split: train
path: gatitos/en_skr.jsonl
- config_name: gatitos__en_shn
data_files:
- split: train
path: gatitos/en_shn.jsonl
- config_name: gatitos__en_ber-Latn
data_files:
- split: train
path: gatitos/en_ber-Latn.jsonl
- config_name: gatitos__en_ber
data_files:
- split: train
path: gatitos/en_ber.jsonl
- config_name: gatitos__en_tet
data_files:
- split: train
path: gatitos/en_tet.jsonl
- config_name: gatitos__en_bo
data_files:
- split: train
path: gatitos/en_bo.jsonl
- config_name: gatitos__en_tpi
data_files:
- split: train
path: gatitos/en_tpi.jsonl
- config_name: gatitos__en_to
data_files:
- split: train
path: gatitos/en_to.jsonl
- config_name: gatitos__en_tn
data_files:
- split: train
path: gatitos/en_tn.jsonl
- config_name: gatitos__en_aeb
data_files:
- split: train
path: gatitos/en_aeb.jsonl
- config_name: gatitos__en_udm
data_files:
- split: train
path: gatitos/en_udm.jsonl
- config_name: gatitos__en_ve
data_files:
- split: train
path: gatitos/en_ve.jsonl
- config_name: gatitos__en_vec
data_files:
- split: train
path: gatitos/en_vec.jsonl
- config_name: gatitos__en_sah
data_files:
- split: train
path: gatitos/en_sah.jsonl
- config_name: gatitos__en_yua
data_files:
- split: train
path: gatitos/en_yua.jsonl
- config_name: gatitos__en_zza
data_files:
- split: train
path: gatitos/en_zza.jsonl
- config_name: gatitos__en_ace
data_files:
- split: train
path: gatitos/en_ace.jsonl
- config_name: gatitos__en_ach
data_files:
- split: train
path: gatitos/en_ach.jsonl
- config_name: gatitos__en_ady
data_files:
- split: train
path: gatitos/en_ady.jsonl
- config_name: gatitos__en_aa
data_files:
- split: train
path: gatitos/en_aa.jsonl
- config_name: gatitos__en_awa
data_files:
- split: train
path: gatitos/en_awa.jsonl
- config_name: gatitos__en_bug
data_files:
- split: train
path: gatitos/en_bug.jsonl
- config_name: gatitos__en_ce
data_files:
- split: train
path: gatitos/en_ce.jsonl
- config_name: gatitos__en_cv
data_files:
- split: train
path: gatitos/en_cv.jsonl
- config_name: gatitos__en_fa-AF
data_files:
- split: train
path: gatitos/en_fa-AF.jsonl
- config_name: gatitos__en_dyu
data_files:
- split: train
path: gatitos/en_dyu.jsonl
- config_name: gatitos__yue_zh-Hant
data_files:
- split: train
path: gatitos/yue_zh-Hant.jsonl
- config_name: gatitos__zh-Hant_yue
data_files:
- split: train
path: gatitos/zh-Hant_yue.jsonl
- config_name: gatitos__yue_zh
data_files:
- split: train
path: gatitos/yue_zh.jsonl
- config_name: gatitos__zh_yue
data_files:
- split: train
path: gatitos/zh_yue.jsonl
- config_name: gatitos__en_yue
data_files:
- split: train
path: gatitos/en_yue.jsonl
- config_name: gatitos__en_arz
data_files:
- split: train
path: gatitos/en_arz.jsonl
- config_name: gatitos__en_cnh
data_files:
- split: train
path: gatitos/en_cnh.jsonl
- config_name: gatitos__en_hil
data_files:
- split: train
path: gatitos/en_hil.jsonl
- config_name: gatitos__en_iba
data_files:
- split: train
path: gatitos/en_iba.jsonl
- config_name: gatitos__en_iu
data_files:
- split: train
path: gatitos/en_iu.jsonl
- config_name: gatitos__en_kac
data_files:
- split: train
path: gatitos/en_kac.jsonl
- config_name: gatitos__en_pa-Arab
data_files:
- split: train
path: gatitos/en_pa-Arab.jsonl
- config_name: gatitos__en_ayl
data_files:
- split: train
path: gatitos/en_ayl.jsonl
- config_name: gatitos__en_mad
data_files:
- split: train
path: gatitos/en_mad.jsonl
- config_name: gatitos__en_mak
data_files:
- split: train
path: gatitos/en_mak.jsonl
- config_name: gatitos__en_ms-Arab
data_files:
- split: train
path: gatitos/en_ms-Arab.jsonl
- config_name: gatitos__en_arn
data_files:
- split: train
path: gatitos/en_arn.jsonl
- config_name: gatitos__en_mwr
data_files:
- split: train
path: gatitos/en_mwr.jsonl
- config_name: gatitos__en_min
data_files:
- split: train
path: gatitos/en_min.jsonl
- config_name: gatitos__en_nv
data_files:
- split: train
path: gatitos/en_nv.jsonl
- config_name: gatitos__en_nr
data_files:
- split: train
path: gatitos/en_nr.jsonl
- config_name: gatitos__en_apd
data_files:
- split: train
path: gatitos/en_apd.jsonl
- config_name: gatitos__en_tcy
data_files:
- split: train
path: gatitos/en_tcy.jsonl
- config_name: gatitos__en_scn
data_files:
- split: train
path: gatitos/en_scn.jsonl
- config_name: gatitos__en_war
data_files:
- split: train
path: gatitos/en_war.jsonl
- config_name: gatitos__en_mh
data_files:
- split: train
path: gatitos/en_mh.jsonl
- config_name: gatitos__en_crs
data_files:
- split: train
path: gatitos/en_crs.jsonl
- config_name: gatitos__en_jam
data_files:
- split: train
path: gatitos/en_jam.jsonl
- config_name: gatitos__en_brx
data_files:
- split: train
path: gatitos/en_brx.jsonl
- config_name: gatitos__en_fon
data_files:
- split: train
path: gatitos/en_fon.jsonl
- config_name: gatitos__en_wo
data_files:
- split: train
path: gatitos/en_wo.jsonl
- config_name: gatitos__en_kha
data_files:
- split: train
path: gatitos/en_kha.jsonl
- config_name: gatitos__en_pam
data_files:
- split: train
path: gatitos/en_pam.jsonl
- config_name: gatitos__en_zap
data_files:
- split: train
path: gatitos/en_zap.jsonl
- config_name: gatitos__en_av
data_files:
- split: train
path: gatitos/en_av.jsonl
- config_name: gatitos__en_ar-MA
data_files:
- split: train
path: gatitos/en_ar-MA.jsonl
- config_name: gatitos__en_mag
data_files:
- split: train
path: gatitos/en_mag.jsonl
- config_name: gatitos__en_crh-Latn
data_files:
- split: train
path: gatitos/en_crh-Latn.jsonl
- config_name: gatitos__en_kek
data_files:
- split: train
path: gatitos/en_kek.jsonl
- config_name: gatitos__en_apc
data_files:
- split: train
path: gatitos/en_apc.jsonl
- config_name: gatitos__en_syl
data_files:
- split: train
path: gatitos/en_syl.jsonl
- config_name: gatitos__en_nus
data_files:
- split: train
path: gatitos/en_nus.jsonl
- config_name: gatitos__en_ks-Deva
data_files:
- split: train
path: gatitos/en_ks-Deva.jsonl
- config_name: gatitos__en_new
data_files:
- split: train
path: gatitos/en_new.jsonl
- config_name: gatitos__en_lg
data_files:
- split: train
path: gatitos/en_lg.jsonl
- config_name: gatitos__en_ay
data_files:
- split: train
path: gatitos/en_ay.jsonl
- config_name: gatitos__en_es
data_files:
- split: train
path: gatitos/en_es.jsonl
- config_name: gatitos__en_as
data_files:
- split: train
path: gatitos/en_as.jsonl
- config_name: gatitos__en_doi
data_files:
- split: train
path: gatitos/en_doi.jsonl
- config_name: gatitos__en_ckb
data_files:
- split: train
path: gatitos/en_ckb.jsonl
- config_name: gatitos__en_ee
data_files:
- split: train
path: gatitos/en_ee.jsonl
- config_name: gatitos__en_gn
data_files:
- split: train
path: gatitos/en_gn.jsonl
- config_name: gatitos__en_qu
data_files:
- split: train
path: gatitos/en_qu.jsonl
- config_name: gatitos__en_gom
data_files:
- split: train
path: gatitos/en_gom.jsonl
- config_name: gatitos__en_ilo
data_files:
- split: train
path: gatitos/en_ilo.jsonl
- config_name: gatitos__en_kri
data_files:
- split: train
path: gatitos/en_kri.jsonl
- config_name: gatitos__en_kl
data_files:
- split: train
path: gatitos/en_kl.jsonl
- config_name: gatitos__en_lus
data_files:
- split: train
path: gatitos/en_lus.jsonl
- config_name: gatitos__en_fr
data_files:
- split: train
path: gatitos/en_fr.jsonl
- config_name: gatitos__en_ts
data_files:
- split: train
path: gatitos/en_ts.jsonl
- config_name: gatitos__en_ln
data_files:
- split: train
path: gatitos/en_ln.jsonl
- config_name: gatitos__en_sa
data_files:
- split: train
path: gatitos/en_sa.jsonl
- config_name: gatitos__en_hi
data_files:
- split: train
path: gatitos/en_hi.jsonl
- config_name: gatitos__en_nso
data_files:
- split: train
path: gatitos/en_nso.jsonl
- config_name: gatitos__en_ak
data_files:
- split: train
path: gatitos/en_ak.jsonl
- config_name: gatitos__en_ff
data_files:
- split: train
path: gatitos/en_ff.jsonl
- config_name: gatitos__en_om
data_files:
- split: train
path: gatitos/en_om.jsonl
- config_name: gatitos__en_bho
data_files:
- split: train
path: gatitos/en_bho.jsonl
- config_name: gatitos__en_mai
data_files:
- split: train
path: gatitos/en_mai.jsonl
- config_name: gatitos__en_bm
data_files:
- split: train
path: gatitos/en_bm.jsonl
- config_name: gatitos__en_ti
data_files:
- split: train
path: gatitos/en_ti.jsonl
- config_name: gatitos__en_dv
data_files:
- split: train
path: gatitos/en_dv.jsonl
- config_name: gatitos__en_mni-Mtei
data_files:
- split: train
path: gatitos/en_mni-Mtei.jsonl
---
# SMOL
SMOL (Set for Maximal Overall Leverage) is a collection professional
translations into 221 Low-Resource Languages, for the purpose of training
translation models, and otherwise increasing the representations of said
languages in NLP and technology.
Please read the [SMOL Paper](https://arxiv.org/abs/2502.12301) and the
[GATITOS Paper](https://arxiv.org/abs/2303.15265) for a much more
thorough description!
There are four resources in this directory:
* **SmolDoc:** document-level translations into 100 languages
* **SmolSent:** sentence-level translations into 81 languages
* **GATITOS:** token-level translations into 172 languages
* **SmolDoc-factuality-annotations:** factuality annotations and rationales
for 661 documents from `SmolDoc`
## Data schemata
The schemata are pretty straightforward. Source and Target languge are
provided in `sl` and `tl` fields. The `is_src_orig` field has a value
of `true` if the source text was the original text, and the target field
was translated, and avalue of `false` if the data is back-translated.
### GATITOS
GATITOS has a one-to-many schema, with each source mapping to one or more targets:
```
{
'sl': 'en',
'tl': 'aa',
'is_source_orig': True,
'src': 'how are you',
'trgs': ['mannah taniih?', 'anninnaay?']
}
```
### SmolSent
SmolSent's schema differs from SmolDoc's only in that `src` and `trg` are single strings, not lists:
```
{'id': 381,
'sl': 'en',
'tl': 'ber',
'is_src_orig': True,
'src': 'Rih, a deaf former soldier, plots rebellion while married to a queer, teenage god.',
'trg': 'ⵔⵉⵀ, ⴷ ⴰⴷⴻⴼⵔⵉⵔ ⴰⵇⴱⵓⵔ ⴰⴻⵎⴻⵙⵍⵉ, ⵢⴻⵜⵜⵀⴻⴳⴳⵉ ⵜⴰⴴⴻⵡⵡⴰⵜ-ⵉⵙ, ⴴⴰⵙ ⴰⴽⴽⴻⵏ ⵢⴻⵣⵡⴻⴵ ⴷ ⵢⵉⵡⴻⵏ ⵢⵉⵍⵓ ⵉⵍⴻⵎⵥⵉ ⵉⵁⴻⵎⵎⵍⴻⵏ ⴰⵔⵔⴰⵛ.'
}
```
### SmolDoc
SmolDoc provides sentence-split and aligned translations through the `srcs` and `trgs` fields. These will always have the same length.
```
{
'id': 'topic_587__weyiwiniwaaotiwenwy',
'sl': 'en',
'tl': 'pcm',
'is_src_orig': True,
'factuality': 'ok', # this is a story so there is no factual claim that could be wrong
'srcs': ['"What the hell are you doing, you idiot?!"',
'"Excuse me?"',
'"You cut me off! You almost made me crash!"',
'"I'm sorry, I didn't mean to. I was just trying to get around that slow-moving truck."',
'"Well, you could have at least used your turn signal!"',
'"I did use my turn signal!"',
'"No, you didn't! You just pulled right out in front of me!"',
'"I'm telling you, I used my turn signal!"',
'"Whatever. You're still a terrible driver."',
'"And you're a jerk!"',
'"At least I know how to drive!"',
'"Oh, yeah? Well, I'm a better writer than you are!"',
'"That's debatable."',
'"It's not debatable! I'm Ernest Hemingway!"',
'"Who?"',
'"Ernest Hemingway! The greatest writer of all time!"',
'"Never heard of him."',
'"Well, you've heard of me now!"',
'"Yeah, I heard of you."'],
'trgs': ['"Wetin di hell dey do, yu idiot?!"',
'"Ekskuse mi?"',
'"Yu komot mi! Yu almost make mi krash!"',
'"I dey sorry, I nor wont do am. I just dey try get around dat truk wey slow."',
'"Well, yu for don yus yor turn sign!"',
'"I yus mai turn sign!"',
'"No, yu nor turn am! Yu just turn rite in front of mi!"',
'"I dey tell yu, I yus mai turn sign!"',
'"Wateva. Yu still bi one tribol driva."',
'"And yu bi jerk!"',
'"At least I sabi hau to drive!"',
'"Oh, yeah? Well, I bi ogbonge writa pass yu!"',
'"Wi fit dibate dat."',
'"nortin to dibate! I bi Ernest Hemingway!"',
'"Who?"',
'"Ernest Hemingway! De writa of all taim wey grate pass!"',
'"Neva hear am."',
'"Well, yu don hear mi nau!"',
'"Na so, I don hear yu."']
}
```
### SmolDoc factuality
The factuality map contains the per-document ratings for each of the three
raters, for all documents in the SmolDoc data. The source text itself is not
included, but can be gotten by joining with SmolDoc on the `id` field. Example
datum:
```
"topic_260__mtaftfttit": {
"1": [
"Minor Issue(s)",
"This paragraph is mostly accurate, but there's an issue with the study mentioned. The study by the Geena Davis Institute found that only 36.3% of female characters had speaking roles, not 30% (source: https://geenadavisinstitute.org/wp-content/uploads/2024/01/see-jane-100-report-2017.pdf)."
],
"2": [
"Minor Issue(s)",
"The claim regarding 12% of female characters working outside the home is not explicitly supported by Geena Davis Institute studies as seen in the article https://geenadavisinstitute.org/research/gender-bias-with-borders-an-investigation-of-female-characters-in-popular-films-across-11-countriesgender-bias-with-borders/"
],
"3": [
"Not Sure",
"The claims are generally true. But I could not confirm that 12% of female characters were working outside the home according to this site. https://geenadavisinstitute.org/wp-content/uploads/2024/01/see-jane-100-report-2017.pdf"
]
},
```
## Notes on the GATITOS multilingual Lexicon
The GATITOS (Google's Additional Translations Into Tail-languages: Often Short)
dataset is a high-quality, multi-way parallel dataset of tokens and short
phrases, intended for training and improving machine translation models.
Experiments on this dataset and Panlex focusing on unsupervised translation in
a 208-language model can be found in
the [GATITOS paper](https://arxiv.org/abs/2303.15265).
This dataset consists in 4,000 English segments (4,500 tokens) that have been
translated into each of 173 languages, and as a 4001st token, the endonym.
Of these, 170 are low-resource, and three
are mid-high resource (es, fr, hi). All translations were made
directly from English, with the exception of Aymara, which was translated from
the Spanish.
This dataset contains primarily short segments: 93% single tokens, and only 23
sentences (0.6%) have over 5 tokens. As such it is best thought of as a
multilingual lexicon, rather than a parallel training corpus. The source text is
frequent words in the English Language, along with some common phrases and short
sentences. Care has been taken to ensure that they include good coverage of
numbers, months, days of the week, swadesh words, and names of the languages
themselves (including the endonym).
Single tokens are remarkably fickle to translate because of the common issue of
polysemy. Some languages in this dataset only provide one translation per
source token; others provide multiple translations. When multiple translations
are given, they are broken up into multiple lines. Therefore, you can get the
average number of translations per token by looking at the number of lines in
the file versus the number of deduplicated English lines in the file. The three
languages with the most average translations per English token are Betawi,
Kachin, and Occitan, each with over 1.5 on average.
Sometimes translators have left annotations like "pike (verb)", "او (مونث)", "фамили(я)", "أسوأ(repeated)" etc..
Wolof is particularly noticeable in this regard, with notes like "xont (verb) which means to feed an animal". Several languages also give definitions instead of translations for some words, e.g. Tok Pisin translation of mole" to "wanpela liklik animal we i save stap long hol long graun".
## Per-language information
The following table only includes information for the
`source_lang_translated_lang` direction. However, data in this repo is released
in both directions, so e.g. this table lists only `en_ay`, but reversed `ay_en`
data is also released.
LP | Target Language Name | ISO 15924 Script | Continent | Endonym | Alternate names | N Smoldoc | N SmolSent | N Gatitos |
---|----------------------|------------------|-----------|---------|-----------------|-----------|------------|-----------|
am_ar | Arabic | Arab | Asia | اللُّغَة العَرَبِيّة | Arabic (MSA); Arabic (Standard); Arabic (Fusha) | 329 | 0 | 0 |
am_zh | Mandarin Chinese | Hans | Asia | 汉语 | | 329 | 0 | 0 |
en_aa | Afar | Latn | Africa | Qafar | | 66 | 863 | 3990 |
en_ab | Abkhaz | Cyrl | Asia | Аҧсуа | Abkhazian | 0 | 0 | 3976 |
en_ace | Acehnese | Latn | Asia | Aceh | Achinese; Dayan; Aceh | 0 | 0 | 4001 |
en_ach | Acholi | Latn | Africa | Acholi | Luo; Acoli | 66 | 863 | 4001 |
en_ady | West Circassian | Cyrl | Europe | Черкес | Adyghe | 0 | 0 | 4001 |
en_aeb | Tunisian Arabic | Arab | Africa | اللغة العربيّة التونسيّة | Arabic (Tunisia); Tounsi | 66 | 862 | 3998 |
en_af | Afrikaans | Latn | Africa | Afrikaans | | 130 | 863 | 0 |
en_ahr | Ahirani | Deva | Asia | खान्देशी, अहिराणी | | 457 | 0 | 0 |
en_aii | Assyrian Neo-Aramaic | Syrc | Asia | ܣܘܪܝܬ | Assyrian; Assyrian Neo–Aramaic; Sureth; Suret | 0 | 0 | 3717 |
en_ak | Twi | Latn | Africa | Twi | Akan (includes Akuapem + Fante); Asante | 260 | 863 | 4000 |
en_alz | Alur | Latn | Africa | Lur | | 66 | 863 | 3992 |
en_am | Amharic | Ethi | Africa | አማርኛ | | 584 | 863 | 0 |
en_apc | North Levantine Arabic | Arab | Asia | شامي | | 0 | 0 | 3998 |
en_apd | Sudanese Arabic | Arab | Africa | عربي سوداني | Arabic (Sudan) | 0 | 0 | 0 |
en_ar-MA | Morrocan Arabic | Arab | Africa | الدارجة | Arabic (Morocco); Darija | 260 | 863 | 3989 |
en_arn | Mapudungun | Latn | Americas | Mapudungun | Mapuche | 0 | 0 | 4001 |
en_arz | Egyptian Arabic | Arab | Africa | اللهجة المصرية | Arabic (Egypt); Masri; Masry | 260 | 863 | 4001 |
en_as | Assamese | Beng | Asia | অসমীয়া | | 0 | 0 | 3975 |
en_av | Avar | Cyrl | Europe | магӏарул мацӏ | Avaric | 0 | 0 | 4001 |
en_awa | Awadhi | Deva | Asia | अवधी | Audhi | 0 | 0 | 3999 |
en_ay | Aymara | Latn | Americas | Aymar aru | | 0 | 863 | 3990 |
en_ayl | Libyan Arabic | Arab | Africa | العربية الليبية | Arabic (Libya); Sulaimitian Arabic | 66 | 863 | 3999 |
en_ba | Bashkir | Cyrl | Europe | Башҡорт | | 0 | 0 | 3986 |
en_bal | Baluchi | Arab | Asia | بلوچی | Balochi | 0 | 0 | 3994 |
en_ban | Balinese | Latn | Asia | Basa Bali | | 0 | 0 | 3992 |
en_bbc | Batak Toba | Latn | Asia | Batak Toba | | 0 | 0 | 3993 |
en_bci | Baoulé | Latn | Africa | wawle | Baoule; Baule | 66 | 863 | 3998 |
en_bem | Bemba (Zambia) | Latn | Africa | Ichibemba | Bemba; chiBemba | 66 | 863 | 3977 |
en_ber | Tamazight (Tifinagh Script) | Tfng | Africa | ⵜⴰⵎⴰⵣⵉⵖⵜ | Berber; Amazigh | 130 | 862 | 4000 |
en_ber-Latn | Tamazight (Latin Script) | Latn | Africa | Tamaziɣt | Tamazight; Berber; Amazigh | 130 | 862 | 4001 |
en_bew | Betawi | Latn | Asia | Betawi | Betawi Malay; Jakartan Malay; Batavian Malay | 0 | 0 | 4001 |
en_bfq | Badaga | Taml | Asia | படக | | 457 | 0 | 0 |
en_bfy | Bagheli | Deva | Asia | बघेली | | 457 | 0 | 0 |
en_bgq | Bagri | Deva | Asia | बागड़ी | | 457 | 0 | 0 |
en_bho | Bhojpuri | Deva | Asia | भोजपुरी | | 0 | 0 | 3991 |
en_bik | Bikol | Latn | Asia | Sentral Bikol | Bicol; Bicolano | 0 | 0 | 3993 |
en_bjn | Banjar | Latn | Asia | Banjar | Banjarese | 0 | 0 | 3996 |
en_bjn-Arab | Banjar (Arabic script) | Arab | Asia | بنجر; ڤندير بنجر | | 0 | 0 | 3999 |
en_bm | Bambara | Latn | Africa | Bámánánkán | | 260 | 863 | 4000 |
en_bns | Bundeli | Deva | Asia | बुन्देली | | 456 | 0 | 0 |
en_bo | Tibetan | Tibt | Asia | བོད་མི།; བོད་ཀྱི།; བོད་སྐད།; བོད་ཡིག། | Lhasa Tibetan; Standard Tibetan; Baykha; Kham; Baykay | 0 | 863 | 3994 |
en_br | Breton | Latn | Europe | brezhoneg | | 0 | 0 | 4001 |
en_bra | Braj | Deva | Asia | ब्रजभाषा | | 457 | 0 | 0 |
en_brx | Bodo (India) | Deva | Asia | बोडो | Bodo; Boro | 0 | 863 | 3994 |
en_bts | Batak Simalungun | Latn | Asia | Bahasa Simalungun | Simalungun; Simalungunese | 0 | 0 | 3999 |
en_btx | Batak Karo | Latn | Asia | Batak Karo | Karonese; Karo; Bahasa Karo | 0 | 0 | 3997 |
en_bua | Buryat | Cyrl | Asia | Буряад | | 0 | 0 | 3976 |
en_bug | Buginese | Latn | Asia | basa Ugi | | 0 | 0 | 3759 |
en_ccp-Latn | Chakma (Latin script) | Latn | Asia | Changhma Bhach | | 457 | 0 | 0 |
en_ce | Chechen | Cyrl | Europe | Нохчийн | | 0 | 0 | 3997 |
en_cgg | Kiga | Latn | Africa | Kiga | Chiga; Orukiga; Rukiga; Ruchiga | 66 | 863 | 4001 |
en_ch | Chamorro | Latn | Oceania | Finuʼ Chamoru | CHamoru | 0 | 0 | 4001 |
en_chk | Chuukese | Latn | Oceania | Trukese | Trukese | 0 | 0 | 3889 |
en_chm | Meadow Mari | Cyrl | Asia | олык марий | Eastern Mari | 0 | 0 | 4001 |
en_ckb | Kurdish (Sorani) | Arab | Asia | سۆرانی | Central Kurdish; Sorani | 0 | 0 | 3986 |
en_cnh | Hakha Chin | Latn | Asia | Laica | Zomi; Laiholh; Lai | 0 | 0 | 3999 |
en_crh | Crimean Tatar (Cyrillic script) | Cyrl | Europe | Крымскотатарский | Crimean Tatar | 0 | 0 | 3990 |
en_crh-Latn | Crimean Tatar (Latin script) | Latn | Europe | qırımtatar tili | | 0 | 0 | 3990 |
en_crs | Seychellois Creole | Latn | Africa | kreol seselwa | kreol; Seselwa Creole French | 0 | 0 | 3989 |
en_ctg | Chittagonian | Beng | Asia | Chittagonian | | 0 | 0 | 3996 |
en_cv | Chuvash | Cyrl | Europe | Чăваш | | 0 | 0 | 3985 |
en_dhd | Dhundari | Deva | Asia | ढूंढाड़ी | | 456 | 0 | 0 |
en_din | Dinka | Latn | Africa | Thuɔŋjäŋ | | 66 | 863 | 4001 |
en_doi | Dogri | Deva | Asia | डोगरी | | 454 | 0 | 3997 |
en_dov | Dombe | Latn | Africa | ChiDombe | Chidombe; Zambezi; Tonga | 66 | 863 | 3998 |
en_dv | Dhivehi | Thaa | Asia | ދިވެހި | Maldivian, Divehi | 0 | 0 | 3973 |
en_dyu | Dyula | Latn | Africa | Julakan | Dioula; Jula | 66 | 863 | 3997 |
en_dz | Dzongkha | Tibt | Asia | རྫོང་ཁ | Bhutanese | 0 | 0 | 3997 |
en_ee | Ewe | Latn | Africa | Eʋegbe | | 130 | 863 | 3990 |
en_efi | Efik | Latn | Africa | Usem mbom Efik; Ikɔ-efik | | 66 | 863 | 4001 |
en_es | Spanish | Latn | Europe | español, castellano | | 0 | 863 | 3991 |
en_fa-AF | Dari | Arab | Asia | دری | Persian (Afghanistan) | 0 | 0 | 4000 |
en_ff | Fulani | Latn | Africa | Fulɓe; Fulfulde; Pular; Pulaar | Fulfulde; Fula; Fulah; Pular; Pulaar; Peul (French) | 260 | 862 | 3998 |
en_fj | Fijian | Latn | Oceania | Fiji; Fijian | Bauan | 0 | 0 | 4001 |
en_fo | Faroese | Latn | Europe | Føroysk | | 0 | 0 | 3999 |
en_fon | Fon | Latn | Africa | fongbē | | 66 | 863 | 3998 |
en_fr | French | Latn | Europe | français | | 0 | 0 | 3998 |
en_fr-CA | French (Canada) | Latn | Americas | français canadien | | 0 | 0 | 4001 |
en_fur | Friulian | Latn | Europe | Furlan | | 0 | 0 | 3985 |
en_gaa | Ga | Latn | Africa | Gã | | 66 | 863 | 4000 |
en_gn | Guarani | Latn | Americas | avañeʼẽ | | 0 | 863 | 3991 |
en_gom | Goan Konkani | Deva | Asia | कोंकणी | | 0 | 0 | 3999 |
en_grt-Latn | Garo (Latin script) | Latn | Asia | A·chikku | | 457 | 0 | 0 |
en_ha | Hausa | Latn | Africa | Hausa | | 584 | 863 | 0 |
en_hi | Hindi | Deva | Asia | हिन्दी | | 0 | 0 | 3984 |
en_hil | Hiligaynon | Latn | Asia | Hiligaynon | Ilonggo; Binisaya; Bisaya nga Hiniligaynon; Inilonggo | 0 | 0 | 4001 |
en_hne | Chhattisgarhi | Deva | Asia | छत्तीसगढ़ी | | 0 | 0 | 4000 |
en_hoc-Wara | Ho (Warang Chiti script) | Wara | Asia | 𑢹𑣉𑣉 𑣎𑣋𑣜 | | 457 | 0 | 0 |
en_hrx | Hunsrik | Latn | Americas | Hunsrik | Riograndenser Hunsrik | 0 | 0 | 3932 |
en_iba | Iban | Latn | Asia | Iban | | 0 | 0 | 3997 |
en_ig | Igbo | Latn | Africa | Asụsụ Igbo | | 391 | 863 | 0 |
en_ilo | Ilocano | Latn | Asia | Iloko | Iloko; Ilokano | 0 | 0 | 3993 |
en_iso | Isoko | Latn | Africa | Isoko | | 0 | 0 | 4001 |
en_iu | Inuktut (Syllabics) | Cans | Americas | ᐃᓄᒃᑎᑐᑦ | Inuktitut; Inuktut | 0 | 0 | 3999 |
en_iu-Latn | Inuktut (Latin) | Latn | Americas | Inuktitut | Inuktitut; Inuktut | 0 | 0 | 4001 |
en_jam | Jamaican Patois | Latn | Americas | Patwa | Patois; Jamaican Creole English | 0 | 0 | 3996 |
en_kaa | Karakalpak | Cyrl | Asia | Қарақалпақ; Қарақалпақша | Kara-Kalpak; Qaraqalpaq | 0 | 0 | 3970 |
en_kac | Jingpo | Latn | Asia | Jinghpaw | Kachin; Jingpho; Jingphaw; Wunpawng | 0 | 0 | 3941 |
en_kbd | East Circassian | Cyrl | Europe | Къэбэрдей; Адыгэ | Kabardian | 0 | 0 | 3976 |
en_kek | Q'eqchi' | Latn | Americas | Qʼeqchiʼ | Kekchi; Kekchi'; Kekchí | 0 | 0 | 4001 |
en_kfy | Kumaoni | Deva | Asia | कुमाऊँनी | | 457 | 0 | 0 |
en_kg | Kongo | Latn | Africa | Kikongo | Kikongo | 66 | 863 | 3998 |
en_kha | Khasi | Latn | Asia | khasi | | 0 | 0 | 4001 |
en_ki | Kikuyu | Latn | Africa | Gĩgĩkũyũ | Gikuyu | 66 | 863 | 3994 |
en_kl | Kalaallisut | Latn | Americas | Kalaallisut | Greenlandic | 0 | 863 | 3943 |
en_kr | Kanuri | Latn | Africa | Kànùrí | | 66 | 863 | 4000 |
en_kri | Krio | Latn | Africa | Krio | | 130 | 863 | 4020 |
en_kru | Kurukh | Deva | Asia | कुँड़ुख़ | | 457 | 0 | 0 |
en_ks | Kashmiri | Arab | Asia | كٲشُر | Koshur | 0 | 863 | 4001 |
en_ks-Deva | Kashmiri (Devanagari script) | Deva | Asia | कॉशुर | Koshur | 0 | 863 | 4001 |
en_ktu | Kituba (DRC) | Latn | Africa | Kituba | Kituba | 66 | 863 | 3999 |
en_kv | Komi | Cyrl | Asia | Коми | Zyryan; Komi-Zyryan | 0 | 0 | 3980 |
en_lep | Lepcha | Lepc | Asia | ᰛᰩᰵᰛᰧᰵᰶ | | 456 | 0 | 0 |
en_lg | Luganda | Latn | Africa | Oluganda | Ganda | 260 | 863 | 3998 |
en_li | Limburgish | Latn | Europe | Limburgs | Limburgian; Limburg; Limburgs | 0 | 0 | 3999 |
en_lif-Limb | Limbu (Limbu script) | Limb | Asia | ᤕᤠᤰᤌᤢᤱ ᤐᤠᤴ | | 457 | 0 | 0 |
en_lij | Ligurian | Latn | Europe | Ligure | Genoese | 0 | 0 | 3976 |
en_lmo | Lombard | Latn | Europe | lombard | | 0 | 0 | 3983 |
en_ln | Lingala | Latn | Africa | Lingála | Ngala | 260 | 863 | 3994 |
en_ltg | Latgalian | Latn | Europe | latgalīšu | | 0 | 0 | 3984 |
en_lu | Kiluba (Luba-Katanga) | Latn | Africa | Kiluba | Luba-Katanga; Luba; Tshiluba | 66 | 863 | 0 |
en_lua | Tshiluba (Luba-Lulua) | Latn | Africa | Tshiluba, Ciluba | Luba-Kasai; Luba; Tshiluba; Cilubà; Tshilubà, Luba-Lulua | 0 | 0 | 3998 |
en_luo | Luo | Latn | Africa | Luo | Dholuo | 260 | 863 | 3941 |
en_lus | Mizo | Latn | Asia | Mizo ṭawng | | 0 | 863 | 3998 |
en_mad | Madurese | Latn | Asia | Madurâ | | 0 | 0 | 3999 |
en_mag | Magahi | Deva | Asia | मगही | | 456 | 0 | 3997 |
en_mai | Maithili | Deva | Asia | मैथिली | | 0 | 0 | 3989 |
en_mak | Makassar | Latn | Asia | Mangkasara | Makasar; Makassarese; Mangkasara; Macassar | 0 | 0 | 3994 |
en_mam | Mam | Latn | Americas | Ta yol Mam | | 0 | 0 | 3902 |
en_meo | Kedah Malay | Latn | Asia | Siti | Malay (Kedah) | 0 | 0 | 3995 |
en_mfe | Mauritian Creole | Latn | Africa | Morisien | Morisien; Morisyen | 66 | 863 | 3997 |
en_mg | Malagasy | Latn | Africa | Fiteny malagasy | | 391 | 863 | 0 |
en_mh | Marshallese | Latn | Oceania | Majol | Ebon | 0 | 0 | 3977 |
en_min | Minang | Latn | Asia | Minangkabau | Minangkabau | 0 | 0 | 3999 |
en_mjl | Mandeali | Deva | Asia | मण्डियाली | | 457 | 0 | 0 |
en_mni-Mtei | Meiteilon (Manipuri) | Mtei | Asia | ꯃꯤꯇꯩꯂꯣꯟ | Meitei, Meetei, Meitheilon, Meeteilon | 0 | 863 | 3923 |
en_mos | Mooré | Latn | Africa | Moaaga; Mòoré | Mossi; Moore; More; Mõore; Mossé | 66 | 863 | 4000 |
en_ms-Arab | Malay (Jawi Script) | Arab | Asia | ملايو | | 0 | 0 | 4000 |
en_mtr | Mewari | Deva | Asia | मेवाड़ी | | 457 | 0 | 0 |
en_mwr | Marwadi | Deva | Asia | मारवाड़ी | Marwari; Rajasthani | 0 | 0 | 3999 |
en_nd | North Ndebele | Latn | Africa | IsiNdebele | Ndebele (North) | 66 | 863 | 3694 |
en_ndc | Ndau | Latn | Africa | Cindawu | | 66 | 863 | 3991 |
en_ne | Nepali | Deva | Asia | नेपाली | | 456 | 0 | 0 |
en_new | Nepalbhasa (Newari) | Deva | Asia | नेवाः | Newari; Nepalbhasa; Nepal Bhasa; Newar | 0 | 0 | 4001 |
en_nhe | Eastern Huasteca Nahuatl | Latn | Americas | Nahuatlajtoli Kuextekan ikisayo | Nahuatl (Eastern Huasteca) | 0 | 0 | 4000 |
en_noe | Nimadi | Deva | Asia | निमाड़ी | | 315 | 0 | 0 |
en_nqo | NKo | Nkoo | Africa | ߓߡߊߣߊ߲ߞߊ߲ | N'Ko | 0 | 0 | 0 |
en_nr | South Ndebele | Latn | Africa | isiNdebele seSewula | Ndebele (South); Transvaal Ndebele; Southern Ndebele | 66 | 863 | 4001 |
en_nso | Sepedi | Latn | Africa | Sepedi | Northern Sotho; Pedi | 130 | 863 | 3996 |
en_nus | Nuer | Latn | Africa | Thok Naath | | 0 | 0 | 4001 |
en_nv | Navajo | Latn | Americas | Diné; Naabeehó | Navaho; Diné | 0 | 0 | 3992 |
en_ny | Chichewa | Latn | Africa | Chilankhulo cha Chichewa | | 260 | 863 | 0 |
en_oc | Occitan | Latn | Europe | Occitan | Provençal | 0 | 0 | 3998 |
en_om | Oromo | Latn | Africa | Afaan Oromoo | | 391 | 863 | 3995 |
en_os | Ossetian | Cyrl | Europe | Ирон | Ossetic; Iron | 0 | 0 | 3915 |
en_pa-Arab | Lahnda Punjabi (Pakistan) | Arab | Asia | لہندا پنجابی | Punjabi (Lahnda); Punjabi (Western); Punjabi (India); Punjabi (Shahmukhi) | 0 | 863 | 4001 |
en_pag | Pangasinan | Latn | Asia | Pangasinan | Pangasinense | 0 | 0 | 3994 |
en_pam | Kapampangan | Latn | Asia | Kapampangan | Pampango; Capampáñgan | 0 | 0 | 3993 |
en_pap | Papiamento | Latn | Americas | Papiamento | Papiamento in Aruba; Papiamentu in Bonaire and Curaçao | 0 | 0 | 4001 |
en_pcm | Nigerian Pidgin | Latn | Africa | Naijá, Pidgin for Nigerian | Naija; Naijá; Pijin; Brokun; Broken | 130 | 863 | 4001 |
en_pt-PT | Portuguese (Portugal) | Latn | Europe | português | | 0 | 0 | 3995 |
en_qu | Quechua | Latn | Americas | Runa Simi | | 0 | 863 | 3861 |
en_quc | K'iche' | Latn | Americas | K'iche' | Quiche; Quiché | 0 | 0 | 3992 |
en_rhg-Latn | Rohingya (Latin script) | Latn | Asia | Ruháingga | Rohingya | 0 | 0 | 3999 |
en_rn | Rundi | Latn | Africa | Ikirundi | Kirundi | 66 | 863 | 3999 |
en_rom | Romani | Latn | Europe | Rromani ćhib | Romany; Romanes; Roma | 0 | 0 | 3988 |
en_rw | Kinyarwanda | Latn | Africa | Ikinyarwanda | | 260 | 863 | 0 |
en_sa | Sanskrit | Deva | Asia | संस्कृतम् | | 0 | 863 | 3998 |
en_sah | Yakut | Cyrl | Europe | Саха | Sakha; Saxa; Saqa; Yakutian | 0 | 0 | 3983 |
en_sat | Santali (Ol Chiki script) | Olck | Asia | ᱥᱟᱱᱛᱟᱲᱤ | Santali; Santhali; Hor | 0 | 863 | 4001 |
en_sat-Latn | Santali (Latin Script) | Latn | Asia | Santali | Santali; Santhali; Hor | 0 | 863 | 4000 |
en_scl | Shina | Arab | Asia | ݜݨیاٗ زبان | | 457 | 0 | 0 |
en_scn | Sicilian | Latn | Europe | Sicilianu | | 100 | 0 | 3997 |
en_sd-Deva | Sindhi (Devanagari script) | Deva | Asia | सिन्धी | | 456 | 0 | 0 |
en_se | Northern Sami | Latn | Europe | davvisámegiella | North Saami; North Sámi; Sami (North) | 0 | 0 | 3980 |
en_sg | Sango | Latn | Africa | Sango | | 0 | 0 | 3994 |
en_sgj | Surgujia | Deva | Asia | सरगुजिया | | 356 | 0 | 0 |
en_shn | Shan | Mymr | Asia | တႆး; လိၵ်ႈတႆး | Tai longe | 0 | 0 | 4001 |
en_sjp | Surjapuri | Deva | Asia | सुरजापुरी | | 299 | 0 | 0 |
en_skr | Saraiki | Arab | Asia | سرائیکی | Multani | 0 | 0 | 4001 |
en_sn | Shona | Latn | Africa | ChiShona | | 260 | 863 | 0 |
en_so | Somali | Latn | Africa | Af-Soomaali | | 260 | 862 | 0 |
en_spv | Sambalpuri | Orya | Asia | ସମ୍ବଲପୁରୀ | | 457 | 0 | 0 |
en_ss | Swati | Latn | Africa | Siswati | siSwati | 66 | 863 | 3924 |
en_st | Sesotho | Latn | Africa | seSotho | | 260 | 863 | 0 |
en_sus | Susu | Latn | Africa | Sosokhui | | 66 | 863 | 4000 |
en_sw | Swahili | Latn | Africa | Kiswahili | Kiswahili | 584 | 863 | 0 |
en_syl | Sylheti | Beng | Asia | সিলেটি | | 0 | 0 | 4001 |
en_szl | Silesian | Latn | Europe | Ślůnski | | 0 | 0 | 3997 |
en_tcy | Tulu | Knda | Asia | ತುಳು | | 451 | 0 | 4000 |
en_tet | Tetum | Latn | Asia | Tetun | | 0 | 0 | 4001 |
en_ti | Tigrinya | Ethi | Africa | ትግርኛ | Tigrigna | 260 | 863 | 4000 |
en_tiv | Tiv | Latn | Africa | Tiv | | 66 | 863 | 4001 |
en_tn | Tswana | Latn | Africa | Setswana | Batswana; Setswana | 66 | 863 | 3995 |
en_to | Tonga (Tonga Islands) | Latn | Oceania | Tonga | Tongan; Tonga; Lea Faka-Tonga | 0 | 0 | 4001 |
en_tpi | Tok Pisin | Latn | Oceania | Tok Pisin | Papua New Guinea Pidgin | 0 | 0 | 4001 |
en_trp | Kokborok | Latn | Asia | Kok Borok | Tripuri; Tiprakok; Kok Borok; Kókborok | 457 | 0 | 3997 |
en_ts | Tsonga | Latn | Africa | Xitsonga | | 66 | 863 | 3994 |
en_tum | Tumbuka | Latn | Africa | Chitumbuka | | 66 | 863 | 3983 |
en_ty | Tahitian | Latn | Oceania | Reo Tahiti; Tahiti | | 0 | 0 | 4001 |
en_tyv | Tuvan | Cyrl | Asia | тувинский | Tuvinian | 0 | 0 | 3984 |
en_udm | Udmurt | Cyrl | Europe | Удмурт кыл | | 0 | 0 | 3992 |
en_unr-Deva | Mundari (Devanagari script) | Deva | Asia | मुंडारी | | 457 | 0 | 0 |
en_ve | Venda | Latn | Africa | Tshivenḓa | Tshivenda; Luvenda; Bavenda | 66 | 863 | 3984 |
en_vec | Venetian | Latn | Europe | Veneto | | 0 | 0 | 4000 |
en_war | Waray (Philippines) | Latn | Asia | Waray | Waray; Waray-Waray | 0 | 0 | 3963 |
en_wbr | Wagdi | Deva | Asia | वाग्दी | | 455 | 0 | 0 |
en_wo | Wolof | Latn | Africa | Wolof | | 260 | 863 | 4001 |
en_xh | Xhosa | Latn | Africa | isiXhosa | | 260 | 863 | 0 |
en_xnr | Kangri | Deva | Asia | कांगड़ी | | 457 | 0 | 0 |
en_xsr-Tibt | Sherpa (Tibetan script) | Tibt | Asia | ཤར་པའི་སྐད་ཡིག | | 457 | 0 | 0 |
en_yo | Yoruba | Latn | Africa | Èdè Yorùbá | | 584 | 863 | 0 |
en_yua | Yucatec Maya | Latn | Americas | Maayat'aan | Mayan; Yucateco | 0 | 0 | 3959 |
en_yue | Cantonese | Hant | Asia | 廣東話 | Yue Chinese | 584 | 863 | 4201 |
en_zap | Zapotec | Latn | Americas | Diidxazá | | 0 | 0 | 3777 |
en_zu | Zulu | Latn | Africa | isiZulu | | 260 | 863 | 0 |
en_zza | Zazaki | Latn | Asia | Zazakî | Zaza; Kurdish (Zazaki); Dimli | 0 | 0 | 3978 |
sw_ar | Arabic | Arab | Asia | اللُّغَة العَرَبِيّة | Arabic (MSA); Arabic (Standard); Arabic (Fusha) | 330 | 0 | 0 |
sw_zh | Mandarin Chinese | Hans | Asia | 汉语 | | 330 | 0 | 0 |
yue_en | English | Latn | Europe | English | | 584 | 863 | 3983 |
yue_zh | Mandarin Chinese | Hans | Asia | 汉语 | | 0 | 0 | 4201 |
yue_zh-Hant | Taiwanese Mandarin | Hant | Asia | 中文（台灣） | | 0 | 0 | 4201 |
zh-Hant_yue | Cantonese | Hant | Asia | 廣東話 | Yue Chinese | 0 | 0 | 4031 |
zh_yue | Cantonese | Hant | Asia | 廣東話 | Yue Chinese | 0 | 0 | 4031 |
## Notes on language codes and names
We use the backwards-compatible BCP-47 language code convention. Several of
these languages have various alternate code also in use, including:
* **ak** Twi also uses the code `tw`. Note that using the supercode for the
most prevelent language variety is very common, e.g. `ku` for `kmr`, `zh`
for `cmn`, etc.
* **ber** The grouping of the Tamazight languages is a matter of debate. The
variety in these data is probably close to `tzm`, though a language expert
should opine
* **qu** Another supercode issue. The Quechua variety this data is closest to
is likely `quy`, though a language expert should opine
* **pa-Arab** is also referred to as `lah`
* **chm**: we use `chm` for Meadow Mari, although `chm` is properly the superset, and `mhr` is the individual code for Meadow Mari.
* **rom**: Similarly, we use `rom` for all Romani dialects, `ak` for Twi (see note above), and `ff` for all Fulfulde dialects.
* **fa-AF,ar-MA**: We use `fa-AF` and `ar-MA` for Dari and Darija respectively. The specific codes `prs` and `ary` are probably more precise.
Please note that the language name can be a point of considerable tension, and
there is rarely a "right" name for a language! This said, here are some
non-exhaustive notes that went into the names in the second column above, based
on conversations with speakers. We welcome more comments from the community:
* **ak:** Calling this language "Twi" instead of "Akan" here is reflective of
the corresponding translation models active on Google Translate. These are
likely to mix different Akan dialects, including Twi proper, Fante, Akuapem Twi, etc.. Therefore, from a linguistic perspective, one would call this "Akan" and use the corresponding code "ak". However, this is a more academic word for the language; according to native speaker consultants, "Akan" is usually used to describe the ethnic group rather than the language, so they suggested simply calling this "Twi", which is most likely accurate for the large majority of model outputs.
* **ckb:** *Central Kurdish* is a more academic name that may not be as widely
known to speakers of the language, so *Sorani* is preferred -- though they
are both acceptable.
* **dv:** There is not a consistent romanization of this language, and both
*Divehi* and *Dhivehi* are common. The first consonant in this language is a
dental, non-aspirated *d*. When transliterating Indian language names there is
no standard about how to represent this sound. In the south, "dh" usually
refers to the dental consonant; in the North, it just as often refers to the
aspirated one. However, in both cases, it is common that "d" alone would
represent the retroflex consonant, so it is possible that *Divehi* would be
mispronounced more often.
* **gom:** Technically, `gom` is the code for *Goan* Konkani only. Other
varieties of Konkani, like Mangalore Konkani (which oddly enough does not
have an ISO code), are mutually unintelligible! There is certainly dispute
about whether to treat Konkani as one language or not.
* **ilo:** Native speakers give a variety of different answers around the
correct name. Some say that *Ilocano* is more formal, whereas *Ilokano* is
more informal; some say that both of these actually refer to the people, and
that *Iloko* is the only correct term for the language.
* **lg:** Speakers usually refer to this language as "Luganda"; linguists sometimes call it
"Ganda", but like Sepedi, this is not usually used by people
familiar with the language.
* **lus:** There is agreement that *Lushai* is an obsolete colonial name and
should not be used. *Mizo* is the preferred name.
* **mni-Mtei:** The conventional and most common name for this language is
*Manipuri*. However, in reality, this is only the language of one of the
many ethnicities in Manipur, so that name can be seen as offensive to some.
Therefore, we use the endonym *Meiteilon*, with the conventional name
(Manipuri) in parentheses.
* **nso:** Although a linguist might say that Sepedi is a dialect of Northern
Sotho, speakers often say that they call the whole language Sepedi, and that
*Northern Sotho* has offensive colonial overtones. Others, however, may
disagree with this. The endonym *Sesotho sa Leboa* is not uncommon. There is
agreement that no-one uses *Pedi*.
* **qu:** These translations are technically in *Southern* Quechua. However,
this is a point of some contention. Some will opine that "Quechua" is not a
language but a family of languages. Others, however, say that they all feel
like one language, and that the regional differences are slight, and it's
easy for Peruvians, Bolivians, and even Ecuadorians to understand each
other. The majority opinion among the naive speakers we talked to seemed to
be closer to the latter, so we have opted for the name "Quechua".
* **ti:** In Tigray *Tigrigna* is the most common Romanization, and in Eritrea
*Tigrinya* is.
* **zap:** Linguists usually talk about the Zapotec *languages*, rather than
considering Zapotec a single language. However, just as with Quechua above,
conversations with a native speaker indicated that they perceived Zapotec
as one language, with a variety of local variants that are all easy enough
to understand (excepting one or two). A broader survey would help resolve this question.
* Those languages in this dataset that are not on Google Translate have yet to
undergo a more careful name review; if you see a name in the list above that
you want to correct, please contact us!
Special note on Bantu languages: Bantu language names have a special noun-class
prefix for languages, like <i>xi</i>Tsonga, <i>se</i>Pedi, <i>ki</i>Swahili, <i>isi</i>Zulu,
<i>lu</i>Ganda, <i>si</i>Swati, <i>isi</i>Ndebele, <i>tshi</i>Venda, and so on. However, there is no
pattern as to whether this prefix is used in the conventional English form of
the name. For instance, Xhosa usually leaves off the <i>isi-</i> in English, whereas
Lingala almost never leaves off the <i>li-</i>. Others, like (xi)Tsonga, seem to be
frequently used in both forms. Linguistic resources occasionally strip the
prefixes, yielding names like "Ganda", "Pedi" and so on, perhaps out of a desire
for consistent handling of the noun class prefix. (Even the *ba* in *Bantu* is
such a prefix, so these languages are sometimes called the *Ntu* languages!)
For convenience, here is a mapping from codes used by Flores and SMOL:
```
flores2smol = {
'ace_Arab': 'ace-Arab', 'ace_Latn': 'ace', 'acm_Arab': 'acm', 'acq_Arab': 'acq', 'aeb_Arab': 'aeb', 'afr_Latn': 'af', 'ajp_Arab': 'ajp',
'aka_Latn': 'ak', 'als_Latn': 'sq', 'amh_Ethi': 'am', 'apc_Arab': 'apc', 'arb_Arab': 'ar', 'arb_Latn': 'ar-Latn', 'ars_Arab': 'ars',
'ary_Arab': 'ar-MA', 'arz_Arab': 'arz', 'asm_Beng': 'as', 'ast_Latn': 'ast', 'awa_Deva': 'awa', 'ayr_Latn': 'ay', 'azb_Arab': 'azb',
'azj_Latn': 'az', 'bak_Cyrl': 'ba', 'bam_Latn': 'bm', 'ban_Latn': 'ban', 'bel_Cyrl': 'be', 'bem_Latn': 'bem', 'ben_Beng': 'bn',
'bho_Deva': 'bho', 'bjn_Arab': 'bjn-Arab', 'bjn_Latn': 'bjn', 'bod_Tibt': 'bo', 'bos_Latn': 'bs', 'bug_Latn': 'bug', 'bul_Cyrl': 'bg',
'cat_Latn': 'ca', 'ceb_Latn': 'ceb', 'ces_Latn': 'cs', 'cjk_Latn': 'cjk', 'ckb_Arab': 'ckb', 'crh_Latn': 'crh-Latn', 'cym_Latn': 'cy',
'dan_Latn': 'da', 'deu_Latn': 'de', 'dik_Latn': 'din', 'dyu_Latn': 'dyu', 'dzo_Tibt': 'dz', 'ell_Grek': 'el', 'eng_Latn': 'en',
'epo_Latn': 'eo', 'est_Latn': 'et', 'eus_Latn': 'eu', 'ewe_Latn': 'ee', 'fao_Latn': 'fo', 'fij_Latn': 'fj', 'fin_Latn': 'fi',
'fon_Latn': 'fon', 'fra_Latn': 'fr', 'fur_Latn': 'fur', 'fuv_Latn': 'ff', 'gaz_Latn': 'om', 'gla_Latn': 'gd', 'gle_Latn': 'ga',
'glg_Latn': 'gl', 'grn_Latn': 'gn', 'guj_Gujr': 'gu', 'hat_Latn': 'ht', 'hau_Latn': 'ha', 'heb_Hebr': 'iw', 'hin_Deva': 'hi',
'hne_Deva': 'hne', 'hrv_Latn': 'hr', 'hun_Latn': 'hu', 'hye_Armn': 'hy', 'ibo_Latn': 'ig', 'ilo_Latn': 'ilo', 'ind_Latn': 'id',
'isl_Latn': 'is', 'ita_Latn': 'it', 'jav_Latn': 'jv', 'jpn_Jpan': 'ja', 'kab_Latn': 'kab', 'kac_Latn': 'kac', 'kam_Latn': 'kam',
'kan_Knda': 'kn', 'kas_Arab': 'ks', 'kas_Deva': 'ks-Deva', 'kat_Geor': 'ka', 'kaz_Cyrl': 'kk', 'kbp_Latn': 'kbp', 'kea_Latn': 'kea',
'khk_Cyrl': 'mn', 'khm_Khmr': 'km', 'kik_Latn': 'ki', 'kin_Latn': 'rw', 'kir_Cyrl': 'ky', 'kmb_Latn': 'kmb', 'kmr_Latn': 'ku',
'knc_Arab': 'kr-Arab', 'knc_Latn': 'kr', 'kon_Latn': 'kg', 'kor_Hang': 'ko', 'lao_Laoo': 'lo', 'lij_Latn': 'lij', 'lim_Latn': 'li',
'lin_Latn': 'ln', 'lit_Latn': 'lt', 'lmo_Latn': 'lmo', 'ltg_Latn': 'ltg', 'ltz_Latn': 'lb', 'lua_Latn': 'lua', 'lug_Latn': 'lg',
'luo_Latn': 'luo', 'lus_Latn': 'lus', 'lvs_Latn': 'lv', 'mag_Deva': 'mag', 'mai_Deva': 'mai', 'mal_Mlym': 'ml', 'mar_Deva': 'mr',
'min_Arab': 'min-Arab', 'min_Latn': 'min', 'mkd_Cyrl': 'mk', 'mlt_Latn': 'mt', 'mni_Beng': 'mni', 'mos_Latn': 'mos', 'mri_Latn': 'mi',
'mya_Mymr': 'my', 'nld_Latn': 'nl', 'nno_Latn': 'nn', 'nob_Latn': 'no', 'npi_Deva': 'ne', 'nso_Latn': 'nso', 'nus_Latn': 'nus',
'nya_Latn': 'ny', 'oci_Latn': 'oc', 'ory_Orya': 'or', 'pag_Latn': 'pag', 'pan_Guru': 'pa', 'pap_Latn': 'pap', 'pbt_Arab': 'ps',
'pes_Arab': 'fa', 'plt_Latn': 'mg', 'pol_Latn': 'pl', 'por_Latn': 'pt', 'prs_Arab': 'fa-AF', 'quy_Latn': 'quy', 'ron_Latn': 'ro',
'run_Latn': 'rn', 'rus_Cyrl': 'ru', 'sag_Latn': 'sg', 'san_Deva': 'sa', 'sat_Olck': 'sat', 'scn_Latn': 'scn', 'shn_Mymr': 'shn',
'sin_Sinh': 'si', 'slk_Latn': 'sk', 'slv_Latn': 'sl', 'smo_Latn': 'sm', 'sna_Latn': 'sn', 'snd_Arab': 'sd', 'som_Latn': 'so',
'sot_Latn': 'st', 'spa_Latn': 'es', 'srd_Latn': 'sc', 'srp_Cyrl': 'sr', 'ssw_Latn': 'ss', 'sun_Latn': 'su', 'swe_Latn': 'sv',
'swh_Latn': 'sw', 'szl_Latn': 'szl', 'tam_Taml': 'ta', 'taq_Latn': 'taq', 'taq_Tfng': 'taq-Tfng', 'tat_Cyrl': 'tt', 'tel_Telu': 'te',
'tgk_Cyrl': 'tg', 'tgl_Latn': 'fil', 'tha_Thai': 'th', 'tir_Ethi': 'ti', 'tpi_Latn': 'tpi', 'tsn_Latn': 'tn', 'tso_Latn': 'ts',
'tuk_Latn': 'tk', 'tum_Latn': 'tum', 'tur_Latn': 'tr', 'twi_Latn': 'ak', 'tzm_Tfng': 'ber', 'uig_Arab': 'ug', 'ukr_Cyrl': 'uk',
'umb_Latn': 'umb', 'urd_Arab': 'ur', 'uzn_Latn': 'uz', 'vec_Latn': 'vec', 'vie_Latn': 'vi', 'war_Latn': 'war', 'wol_Latn': 'wo',
'xho_Latn': 'xh', 'ydd_Hebr': 'yi', 'yor_Latn': 'yo', 'yue_Hant': 'yue', 'zho_Hans': 'zh', 'zho_Hant': 'zh-Hant', 'zsm_Latn': 'ms', 'zul_Latn': 'zu',}
```
## Known issues
There are several known issues of this dataset:
* The translations of `SmolDoc` to Ho (Warang Citi script) (`hoc`) contain
some instances of transliterated English, rather than actual Ho text. This
is currently being corrected.
* The translations to Mooré (`mos`) contain a mix of orthographies.
* The translations into Kituba (`ktu`), Tulu (`tcy`), Nepali (`ne`), and
Tibetan (`bo`) caused notable regressions in `ChrF`, suggesting that they
are low-quality, though this could also be an issue with training or
evaluation.
* The Manx (`gv`) split of GATITOS that was originally released was spurious.
It has been removed.
### Citations
To cite SMOL and GATITOS, please use the following:
```
@misc{caswell2025smol,
title={SMOL: Professionally translated parallel data for 115 under-represented languages},
author={Isaac Caswell and Elizabeth Nielsen and Jiaming Luo and Colin Cherry and Geza Kovacs and Hadar Shemtov and Partha Talukdar and Dinesh Tewari and Baba Mamadi Diane and Koulako Moussa Doumbouya and Djibrila Diane and Solo Farabado Cissé},
year={2025},
eprint={2502.12301},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2502.12301},
}
@misc{jones2023gatitos,
title={Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation},
author={Alex Jones and Isaac Caswell and Ishank Saxena and Orhan Firat},
year={2023},
eprint={2303.15265},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2303.15265},
}
```
### Contact
We welcome contributions, corrections, and suggestions, especially from speakers
of these languages. If you speak any of these languages and notice quality
issues, please file bugs on this repo or contact
{icaswell, eknielsen}꩜google.com. This
repository may be updated sporadically with corrections or additional
translations.
## License
This data is released under cc-by-4.0 |