Update task categories, add link to paper (#2)

- Update task categories, add link to paper (f062c7cd6cc5820845f0f9c0191af43bde74bbca)


Co-authored-by: Niels Rogge <[email protected]>

README.md

@@ -1,254 +1,249 @@
-
 ---
 annotations_creators:
-  - found
+- found
 language_creators:
-  - expert-generated
+- expert-generated
 language:
-  - ace
-  - acm
-  - acq
-  - aeb
-  - af
-  - ajp
-  - ak
-  - als
-  - am
-  - apc
-  - ar
-  - ars
-  - ary
-  - arz
-  - as
-  - ast
-  - awa
-  - ayr
-  - azb
-  - azj
-  - ba
-  - bm
-  - ban
-  - be
-  - bem
-  - bn
-  - bho
-  - bjn
-  - bo
-  - bs
-  - bug
-  - bg
-  - ca
-  - ceb
-  - cs
-  - cjk
-  - ckb
-  - crh
-  - cy
-  - da
-  - de
-  - dik
-  - dyu
-  - dz
-  - el
-  - en
-  - eo
-  - et
-  - eu
-  - ee
-  - fo
-  - fj
-  - fi
-  - fon
-  - fr
-  - fur
-  - fuv
-  - gaz
-  - gd
-  - ga
-  - gl
-  - gn
-  - gu
-  - ht
-  - ha
-  - he
-  - hi
-  - hne
-  - hr
-  - hu
-  - hy
-  - ig
-  - ilo
-  - id
-  - is
-  - it
-  - jv
-  - ja
-  - kab
-  - kac
-  - kam
-  - kn
-  - ks
-  - ka
-  - kk
-  - kbp
-  - kea
-  - khk
-  - km
-  - ki
-  - rw
-  - ky
-  - kmb
-  - kmr
-  - knc
-  - kg
-  - ko
-  - lo
-  - lij
-  - li
-  - ln
-  - lt
-  - lmo
-  - ltg
-  - lb
-  - lua
-  - lg
-  - luo
-  - lus
-  - lvs
-  - mag
-  - mai
-  - ml
-  - mar
-  - min
-  - mk
-  - mt
-  - mni
-  - mos
-  - mi
-  - my
-  - nl
-  - nn
-  - nb
-  - npi
-  - nqo
-  - nso
-  - nus
-  - ny
-  - oc
-  - ory
-  - pag
-  - pa
-  - pap
-  - pbt
-  - pes
-  - plt
-  - pl
-  - pt
-  - prs
-  - quy
-  - ro
-  - rn
-  - ru
-  - sg
-  - sa
-  - sat
-  - scn
-  - shn
-  - si
-  - sk
-  - sl
-  - sm
-  - sn
-  - sd
-  - so
-  - st
-  - es
-  - sc
-  - sr
-  - ss
-  - su
-  - sv
-  - swh
-  - szl
-  - ta
-  - taq
-  - tt
-  - te
-  - tg
-  - tl
-  - th
-  - ti
-  - tpi
-  - tn
-  - ts
-  - tk
-  - tum
-  - tr
-  - tw
-  - tzm
-  - ug
-  - uk
-  - umb
-  - ur
-  - uzn
-  - vec
-  - vi
-  - war
-  - wo
-  - xh
-  - ydd
-  - yo
-  - yue
-  - zh
-  - zsm
-  - zu
+- ace
+- acm
+- acq
+- aeb
+- af
+- ajp
+- ak
+- als
+- am
+- apc
+- ar
+- ars
+- ary
+- arz
+- as
+- ast
+- awa
+- ayr
+- azb
+- azj
+- ba
+- bm
+- ban
+- be
+- bem
+- bn
+- bho
+- bjn
+- bo
+- bs
+- bug
+- bg
+- ca
+- ceb
+- cs
+- cjk
+- ckb
+- crh
+- cy
+- da
+- de
+- dik
+- dyu
+- dz
+- el
+- en
+- eo
+- et
+- eu
+- ee
+- fo
+- fj
+- fi
+- fon
+- fr
+- fur
+- fuv
+- gaz
+- gd
+- ga
+- gl
+- gn
+- gu
+- ht
+- ha
+- he
+- hi
+- hne
+- hr
+- hu
+- hy
+- ig
+- ilo
+- id
+- is
+- it
+- jv
+- ja
+- kab
+- kac
+- kam
+- kn
+- ks
+- ka
+- kk
+- kbp
+- kea
+- khk
+- km
+- ki
+- rw
+- ky
+- kmb
+- kmr
+- knc
+- kg
+- ko
+- lo
+- lij
+- li
+- ln
+- lt
+- lmo
+- ltg
+- lb
+- lua
+- lg
+- luo
+- lus
+- lvs
+- mag
+- mai
+- ml
+- mar
+- min
+- mk
+- mt
+- mni
+- mos
+- mi
+- my
+- nl
+- nn
+- nb
+- npi
+- nqo
+- nso
+- nus
+- ny
+- oc
+- ory
+- pag
+- pa
+- pap
+- pbt
+- pes
+- plt
+- pl
+- pt
+- prs
+- quy
+- ro
+- rn
+- ru
+- sg
+- sa
+- sat
+- scn
+- shn
+- si
+- sk
+- sl
+- sm
+- sn
+- sd
+- so
+- st
+- es
+- sc
+- sr
+- ss
+- su
+- sv
+- swh
+- szl
+- ta
+- taq
+- tt
+- te
+- tg
+- tl
+- th
+- ti
+- tpi
+- tn
+- ts
+- tk
+- tum
+- tr
+- tw
+- tzm
+- ug
+- uk
+- umb
+- ur
+- uzn
+- vec
+- vi
+- war
+- wo
+- xh
+- ydd
+- yo
+- yue
+- zh
+- zsm
+- zu
 license:
-  - cc-by-sa-4.0
+- cc-by-sa-4.0
 multilinguality:
-  - multilingual
-pretty_name: MVL-SIB
-language_details: >-
-  ace_Arab, ace_Latn, acm_Arab, acq_Arab, aeb_Arab, afr_Latn, ajp_Arab,
-  aka_Latn, amh_Ethi, apc_Arab, arb_Arab, ars_Arab, ary_Arab, arz_Arab,
-  asm_Beng, ast_Latn, awa_Deva, ayr_Latn, azb_Arab, azj_Latn, bak_Cyrl,
-  bam_Latn, ban_Latn,bel_Cyrl, bem_Latn, ben_Beng, bho_Deva, bjn_Arab, bjn_Latn,
-  bod_Tibt, bos_Latn, bug_Latn, bul_Cyrl, cat_Latn, ceb_Latn, ces_Latn,
-  cjk_Latn, ckb_Arab, crh_Latn, cym_Latn, dan_Latn, deu_Latn, dik_Latn,
-  dyu_Latn, dzo_Tibt, ell_Grek, eng_Latn, epo_Latn, est_Latn, eus_Latn,
-  ewe_Latn, fao_Latn, pes_Arab, fij_Latn, fin_Latn, fon_Latn, fra_Latn,
-  fur_Latn, fuv_Latn, gla_Latn, gle_Latn, glg_Latn, grn_Latn, guj_Gujr,
-  hat_Latn, hau_Latn, heb_Hebr, hin_Deva, hne_Deva, hrv_Latn, hun_Latn,
-  hye_Armn, ibo_Latn, ilo_Latn, ind_Latn, isl_Latn, ita_Latn, jav_Latn,
-  jpn_Jpan, kab_Latn, kac_Latn, kam_Latn, kan_Knda, kas_Arab, kas_Deva,
-  kat_Geor, knc_Arab, knc_Latn, kaz_Cyrl, kbp_Latn, kea_Latn, khm_Khmr,
-  kik_Latn, kin_Latn, kir_Cyrl, kmb_Latn, kon_Latn, kor_Hang, kmr_Latn,
-  lao_Laoo, lvs_Latn, lij_Latn, lim_Latn, lin_Latn, lit_Latn, lmo_Latn,
-  ltg_Latn, ltz_Latn, lua_Latn, lug_Latn, luo_Latn, lus_Latn, mag_Deva,
-  mai_Deva, mal_Mlym, mar_Deva, min_Latn, mkd_Cyrl, plt_Latn, mlt_Latn,
-  mni_Beng, khk_Cyrl, mos_Latn, mri_Latn, zsm_Latn, mya_Mymr, nld_Latn,
-  nno_Latn, nob_Latn, npi_Deva, nqo_Nkoo, nso_Latn, nus_Latn, nya_Latn, oci_Latn,
-  gaz_Latn, ory_Orya, pag_Latn, pan_Guru, pap_Latn, pol_Latn, por_Latn,
-  prs_Arab, pbt_Arab, quy_Latn, ron_Latn, run_Latn, rus_Cyrl, sag_Latn,
-  san_Deva, sat_Beng, scn_Latn, shn_Mymr, sin_Sinh, slk_Latn, slv_Latn,
-  smo_Latn, sna_Latn, snd_Arab, som_Latn, sot_Latn, spa_Latn, als_Latn,
-  srd_Latn, srp_Cyrl, ssw_Latn, sun_Latn, swe_Latn, swh_Latn, szl_Latn,
-  tam_Taml, tat_Cyrl, tel_Telu, tgk_Cyrl, tgl_Latn, tha_Thai, tir_Ethi,
-  taq_Latn, taq_Tfng, tpi_Latn, tsn_Latn, tso_Latn, tuk_Latn, tum_Latn,
-  tur_Latn, twi_Latn, tzm_Tfng, uig_Arab, ukr_Cyrl, umb_Latn, urd_Arab,
-  uzn_Latn, vec_Latn, vie_Latn, war_Latn, wol_Latn, xho_Latn, ydd_Hebr,
-  yor_Latn, yue_Hant, zho_Hans, zho_Hant, zul_Latn
+- multilingual
 size_categories:
-  - 1K<n<10K
+- 1K<n<10K
 source_datasets:
-  - original
-tags:
-  - sib-200
-  - sib200
+- original
 task_categories:
-  - text-classification
-  - visual-question-answering
+- image-text-to-text
+- cross-modal-retrieval
 task_ids:
-  - topic-classification
+- topic-classification
+pretty_name: MVL-SIB
+language_details: ace_Arab, ace_Latn, acm_Arab, acq_Arab, aeb_Arab, afr_Latn, ajp_Arab,
+  aka_Latn, amh_Ethi, apc_Arab, arb_Arab, ars_Arab, ary_Arab, arz_Arab, asm_Beng,
+  ast_Latn, awa_Deva, ayr_Latn, azb_Arab, azj_Latn, bak_Cyrl, bam_Latn, ban_Latn,bel_Cyrl,
+  bem_Latn, ben_Beng, bho_Deva, bjn_Arab, bjn_Latn, bod_Tibt, bos_Latn, bug_Latn,
+  bul_Cyrl, cat_Latn, ceb_Latn, ces_Latn, cjk_Latn, ckb_Arab, crh_Latn, cym_Latn,
+  dan_Latn, deu_Latn, dik_Latn, dyu_Latn, dzo_Tibt, ell_Grek, eng_Latn, epo_Latn,
+  est_Latn, eus_Latn, ewe_Latn, fao_Latn, pes_Arab, fij_Latn, fin_Latn, fon_Latn,
+  fra_Latn, fur_Latn, fuv_Latn, gla_Latn, gle_Latn, glg_Latn, grn_Latn, guj_Gujr,
+  hat_Latn, hau_Latn, heb_Hebr, hin_Deva, hne_Deva, hrv_Latn, hun_Latn, hye_Armn,
+  ibo_Latn, ilo_Latn, ind_Latn, isl_Latn, ita_Latn, jav_Latn, jpn_Jpan, kab_Latn,
+  kac_Latn, kam_Latn, kan_Knda, kas_Arab, kas_Deva, kat_Geor, knc_Arab, knc_Latn,
+  kaz_Cyrl, kbp_Latn, kea_Latn, khm_Khmr, kik_Latn, kin_Latn, kir_Cyrl, kmb_Latn,
+  kon_Latn, kor_Hang, kmr_Latn, lao_Laoo, lvs_Latn, lij_Latn, lim_Latn, lin_Latn,
+  lit_Latn, lmo_Latn, ltg_Latn, ltz_Latn, lua_Latn, lug_Latn, luo_Latn, lus_Latn,
+  mag_Deva, mai_Deva, mal_Mlym, mar_Deva, min_Latn, mkd_Cyrl, plt_Latn, mlt_Latn,
+  mni_Beng, khk_Cyrl, mos_Latn, mri_Latn, zsm_Latn, mya_Mymr, nld_Latn, nno_Latn,
+  nob_Latn, npi_Deva, nqo_Nkoo, nso_Latn, nus_Latn, nya_Latn, oci_Latn, gaz_Latn,
+  ory_Orya, pag_Latn, pan_Guru, pap_Latn, pol_Latn, por_Latn, prs_Arab, pbt_Arab,
+  quy_Latn, ron_Latn, run_Latn, rus_Cyrl, sag_Latn, san_Deva, sat_Beng, scn_Latn,
+  shn_Mymr, sin_Sinh, slk_Latn, slv_Latn, smo_Latn, sna_Latn, snd_Arab, som_Latn,
+  sot_Latn, spa_Latn, als_Latn, srd_Latn, srp_Cyrl, ssw_Latn, sun_Latn, swe_Latn,
+  swh_Latn, szl_Latn, tam_Taml, tat_Cyrl, tel_Telu, tgk_Cyrl, tgl_Latn, tha_Thai,
+  tir_Ethi, taq_Latn, taq_Tfng, tpi_Latn, tsn_Latn, tso_Latn, tuk_Latn, tum_Latn,
+  tur_Latn, twi_Latn, tzm_Tfng, uig_Arab, ukr_Cyrl, umb_Latn, urd_Arab, uzn_Latn,
+  vec_Latn, vie_Latn, war_Latn, wol_Latn, xho_Latn, ydd_Hebr, yor_Latn, yue_Hant,
+  zho_Hans, zho_Hant, zul_Latn
+tags:
+- sib-200
+- sib200
 ---
 
 # MVL-SIB: Massively Multilingual Visual-Language SIB
@@ -257,6 +252,8 @@ task_ids:
 
 MVL-SIB is a multilingual dataset that provides image-sentence pairs spanning 205 languages and 7 topical categories (`entertainment`, `geography`, `health`, `politics`, `science`, `sports`, `travel`). It was constructed by extending the [SIB-200](https://huggingface.co/datasets/Davlan/sib200) benchmark. For each topic, a set of [10 permissively licensed images](https://huggingface.co/datasets/WueNLP/mvl-sib200/tree/main/data/images/sib200) was manually collected to distinctly represent each category. The dataset creates three instances per original sentence, pairing it with multiple positive and negative image-sentence combinations to challenge both multimodal reasoning and language understanding. MVL-SIB supports detailed evaluations across text-only and cross-modal tasks.
 
+Paper: [MVL-SIB: A Massively Multilingual Vision-Language Benchmark for Cross-Modal Topical Matching](https://huggingface.co/papers/2502.12852)
+
 ## Usage Example
 
 Below is an example of how to load and use the MVL-SIB dataset with the Hugging Face `datasets` library in Python:
@@ -359,4 +356,4 @@ Should you be using MVL-SIB or refer to the findings of our paper, please cite u
       primaryClass={cs.CL},
       url={https://arxiv.org/abs/2502.12852}, 
 }
-```
+```