CLEF CheckThat! 2025 Task 2 — Polish Claim Normalization

A CLEF CheckThat! 2025 Task 2 (polish) dataset of 163 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 (polish) provides 163 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

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Analytics

Content metrics

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

post lengthμ 1.4K ± 1.5K
min 106max 5K
claim lengthμ 63.368 ± 21.372
min 20max 151
10.4
Flesch–Kincaid grade
US school grade level
14.3
Automated readability index
Frequent terms
niesięjestcovidtymjaknoneprzezktóredlalubczytylkobezmożeprzeciwkoktóryjużtegoosóbtakorazwszystkiealeludziichusamożliwościosobytenjeślizwolnieniamożnawirusaktóraszczepionkitejzdrowiaterazrokudożywociejakowarunkowegopowodunastlenuwszystkichzgodnieprawawolności
Top hashtags
#info24h9
#gaia6
#amazing3
#biden3
#bmorkisz3
#canadatruckers3
#czajka3
#dendrites3
#dendryty3
#dolphins3
#drzewo3
#geologia3
#geology3
#greatfloraandfauna3
#hopsasatv3
#italy3
#kraken3
#kraków3
#mbiznesu3
#nature3
Top emoji
👇45
😂36
🏻27
🙈24
👏21
👉18
💥18
🟢18
📷15
🔸12
😉12
🤔12
🤬12
🐀9
🔘9

Computed over the full corpus.

Record

Catalog key
checkthat-2025-task2-polish
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
163
Languages
pl
Collected
2025 (2020s)
Tasks
Claim normalization inferred
Region
Europe (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, 285.5 KB 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 — Polish 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 — Polish Claim Normalization. 2025, doi.org/10.1007/978-3-031-88720-8_68.

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