CLEF CheckThat! 2025 Task 2 — Spanish Claim Normalization

A CLEF CheckThat! 2025 Task 2 (spanish) dataset of 3,458 social media post and normalized claim pairs, collected by CLEF CheckThat! Lab organizers (2025). Each record contains social media post text containing a factual claim, normalized canonical claim statement. CLEF 2025 CheckThat! Task 2 (spanish) provides 3,458 pairs of social media posts and their normalized factual claims, enabling claim normalization and canonicalization research. Suitable for claim normalization, fact-checking automation, NLP text generation, multilingual claim extraction, social media fact verification.

#Claim normalization#Clef checkthat#Shared task

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Analytics

Content metrics

3,458 records scored · min–maxmean ± 0.675 σ (the interquartile range if the values are roughly normal)mean

post lengthμ 1.1K ± 1.3K
min 40max 5K
claim lengthμ 80.851 ± 34.801
min 14max 553
13.7
Flesch–Kincaid grade
US school grade level
13.5
Automated readability index
Frequent terms
nonecovidpersonasvirusañosmundovidapaíscoronaviruspresidentegobiernosaludgentevacunaaguavideoméxicocasadiosmundialfavorcuerpoespañapersona000vacunaspueblomillonesfotopandemianiñossistemamuerteomstiempochinamuertosformafamiliainformaciónmomentomuestraleyucraniapolicíasangrecolombiapaísestierramujeres
Topic clusters

Topic 0

ucrania
rusia
ruso
guerra
ucraniano
que
por
los

Topic 1

las
que
cáncer
agua
para
los
con
por

Topic 2

policía
los
colombia
del
policias
que
nieta
bogotá

Topic 3

que
vacuna
virus
una
las
los
por
para

Topic 4

petro
gustavo
colombia
colombiano
farc
santos
dios
que

Topic 5

virus
coronavirus
wuhan
con
china
que
corona
del

Topic 6

borracho
obrador
lópez
barcelona
que
crudo
con
del

Topic 7

que
aborto
una
mujere
donde
mujer
con
los

Topic 8

voto
por
que
los
constitución
gobierno
del
eleccione

Topic 9

tierra
palma
nicaragua
nasa
del
lava
volcán
ballena

Topic 10

italia
navidad
feliz
los
sangre
coronavirus
muerte
esta

Topic 11

trump
biden
joe
donald
presidente
george
unidos
floyd
Show all 24 topics

Topic 12

argentina
vos
carne
ayuda
cerro
kilos
que
cordoba

Topic 13

chile
allende
fernández
institución
presidente
comandante
rechazo
del

Topic 14

vida
sillas
niños
porque
aunque
nuevas
aún
que

Topic 15

fauna
come
especie
holanda
aguijón
desaparecida
encuentras
animale

Topic 16

afganistán
kabul
aeropuerto
afganistan
derechos
mujere
los
que

Topic 17

agua
monte
mar
tribu
evacuación
puerto
gracias
chiapas

Topic 18

cuba
venezuela
cubano
habana
gobierno
esclavos
castro
del

Topic 19

venezuela
maduro
piso
les
dictador
productor
funcionarios
vender

Topic 20

bocas
refinería
del
que
dos
una
con
batería

Topic 21

israel
gaza
israelí
niña
palestinos
palestina
civile
pueblo

Topic 22

hospital
médico
resistiré
paciente
médicos
tijuana
imss
los

Topic 23

foto
cher
madre
leona
fotografía
ella
aparearse
exige
Top hashtags
#urgente94
#ucrania78
#rusia63
#coronavirus57
#internacional51
#ultimahora51
#venezuela47
#viral42
#covid1940
#atención39
#ecuador35
#eeuu31
#chile30
#méxico30
#españa27
#italia27
#quedateencasa27
#curiosidades24
#internacionales24
#nicaragua24
Top emoji
👇558
🚨426
🇨330
🇺312
🙏270
🏻255
👏234
🤣231
🔴201
😂186
😱183
😡177
🇪156
👉156
💉150

Computed over the full corpus.

Record

Catalog key
checkthat-2025-task2-spanish
Authors
Nakov, Preslav; Barrón-Cedeño, Alberto; Da San Martino, Giovanni; CheckThat! Lab Organizers
Year
2025
Source paper
CLEF 2025 CheckThat! Lab Task 2: Claim Normalization
DOI / arXiv
10.1007/978-3-031-88720-8_68
License
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 (CC BY-NC-SA 4.0) (CC-BY-NC-SA-4.0)
Records
3,458
Languages
es
Collected
2025 (2020s)
Tasks
Claim normalization inferred
Region
Europe, Latin America (inferred: from the language of the data)

Provenance

Originally published at
https://gitlab.com/checkthat_lab/clef2025-checkthat-lab link checked
Hosted copy
Mirrored on echo.directory on 2026-10-02, 5.0 MB across 1 files. Checksums in MANIFEST.json.

How to cite

BibTeX

@misc{echo2026,
  title  = {ECHO: Exploratory Compendium of Humanity Online},
  author = {Switzer, Braden and Zafarani, Reza},
  year   = {2026},
  url    = {https://echo.directory},
  note   = {Syracuse University}
}

@inproceedings{checkthat2025task2,
  title     = {CLEF 2025 {CheckThat!} Lab Task 2: Claim Normalization},
  author    = {Nakov, Preslav and others},
  booktitle = {CLEF 2025 Working Notes},
  year      = {2025}
}

APA

Switzer, B., & Zafarani, R. (2026). ECHO: Exploratory Compendium of Humanity Online [Data repository]. Syracuse University. https://echo.directory

Nakov, P., Barrón-Cedeño, A., Da San Martino, G., & CheckThat! Lab Organizers (2025). CLEF CheckThat! 2025 Task 2 — Spanish Claim Normalization [Data set]. https://doi.org/10.1007/978-3-031-88720-8_68

MLA

Switzer, Braden, and Reza Zafarani. ECHO: Exploratory Compendium of Humanity Online. Syracuse University, 2026, echo.directory.

Nakov, Preslav, et al. CLEF CheckThat! 2025 Task 2 — Spanish Claim Normalization. 2025, doi.org/10.1007/978-3-031-88720-8_68.

BibTeX · RIS · CSL-JSON

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