CLEF CheckThat! 2025 Task 2 — Punjabi Claim Normalization

A CLEF CheckThat! 2025 Task 2 (punjabi) dataset of 445 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 (punjabi) provides 445 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

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

post lengthμ 142.261 ± 104.419
min 23max 633
claim lengthμ 87.485 ± 55.278
min 18max 318
10.5
Flesch–Kincaid grade
US school grade level
14.1
Automated readability index
Frequent terms
ਤਸਵਆਪਣਇਰਲਕਰਦਕਰਨਸਕਦਸਰਕਭਗਵਔਰਤਕਰਕਹਸਪਤਕਟਰਅਕਤਇਰਸਭਗਤਸੜਕfromਉਸਦਹਮਣindianਇਹਨਗਰਸਘਟਨindiaअपनਆਦਮਕਰਵpoliceਆਉਣਇਸਦਇਸਲਸਲਮrssਅਮਰceoworldकरनਅਸਲਕਸ਼ਮਜਨਤcaahispunjabइतनਇਸਨdelhigirlਇਟਲਸਮਝ100
Topic clusters

Topic 0

ਕਰਨ
ਗਰਮ
ਆਉਣ
ਜਸ਼ਨ
ਭਗਤ
ਔਰਤ
ਜਨਮ
ਨਫਰਤ

Topic 1

delhi
girl
punjab
face
fake
aur
day
indian

Topic 2

ਝੜਪ
ਬਦਲ
ਬਣਨ
ਆਰਕਸ਼ਣ
ਜਨਮ
ਕਰਨ
ਔਰਤ
ਧਰਮ

Topic 3

time
hai
नफरत
history
record
road
near
kashmir

Topic 4

ਅਸਲ
ਬਣਨ
ਲੜਨ
ਆਇਆ
ਔਰਤ
ਆਉਣ
ਫਰਜ
parle

Topic 5

change
winner
captain
till
accept
nrc
time
caa

Topic 6

ਆਇਆ
man
ਔਰਤ
ਸੜਕ
ਜਬਰ
ਉਮਰ
ਝੜਪ
ਇਸਲਈ

Topic 7

ਕਰਨ
ਮਸਕ
ਨਫਰਤ
ਸਮਰਥਨ
ਭਗਤ
ਸਮਝ
ਖਤਮ
ਸੜਕ
Top hashtags
#ਮ5
#coronavirus4
#क3
#ਪ3
#02
#caa2
#goback_modi2
#gobackmodi2
#share2
#sukhbeer_badal2
#आरएसएस2
#ग2
#ਜ2
#ਜਸਟ2
#ਬ2
#ਮਜ2
#ਰ2
#ਵ2
#ਸ਼ਰ2
#1001
Top emoji
🙏36
👇17
🏻15
🚩14
🤣13
😂11
😀9
🤔7
💪6
👏5
😆5
👌4
💐4
😎4
😜4

Computed over the full corpus.

Record

Catalog key
checkthat-2025-task2-punjabi
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
445
Languages
pa
Collected
2025 (2020s)
Tasks
Claim normalization inferred
Region
South Asia (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, 238.2 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 — Punjabi 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 — Punjabi Claim Normalization. 2025, doi.org/10.1007/978-3-031-88720-8_68.

BibTeX · RIS · CSL-JSON

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