Datasets:
Tasks:
Text Retrieval
Modalities:
Text
Formats:
parquet
Sub-tasks:
document-retrieval
Size:
100M - 1B
ArXiv:
Tags:
text-retrieval
| language: | |
| - afr | |
| - amh | |
| - ara | |
| - arz | |
| - asm | |
| - aze | |
| - bak | |
| - bel | |
| - ben | |
| - bos | |
| - bre | |
| - bul | |
| - cat | |
| - ceb | |
| - ces | |
| - ckb | |
| - cym | |
| - dan | |
| - deu | |
| - div | |
| - ell | |
| - eng | |
| - epo | |
| - est | |
| - eus | |
| - fas | |
| - fin | |
| - fra | |
| - fry | |
| - gla | |
| - gle | |
| - glg | |
| - gom | |
| - guj | |
| - hat | |
| - hbs | |
| - heb | |
| - hin | |
| - hrv | |
| - hun | |
| - hye | |
| - ilo | |
| - ind | |
| - isl | |
| - ita | |
| - jav | |
| - jpn | |
| - kan | |
| - kat | |
| - kaz | |
| - khm | |
| - kir | |
| - kor | |
| - kur | |
| - lao | |
| - lat | |
| - lav | |
| - lit | |
| - ltz | |
| - mal | |
| - mar | |
| - mkd | |
| - mlg | |
| - mlt | |
| - mon | |
| - msa | |
| - mya | |
| - nep | |
| - nld | |
| - nno | |
| - nor | |
| - ori | |
| - pan | |
| - pol | |
| - por | |
| - pus | |
| - que | |
| - ron | |
| - rus | |
| - san | |
| - sin | |
| - slk | |
| - slv | |
| - snd | |
| - som | |
| - spa | |
| - sqi | |
| - srp | |
| - sun | |
| - swa | |
| - swe | |
| - tam | |
| - tat | |
| - tel | |
| - tgk | |
| - tgl | |
| - tha | |
| - tuk | |
| - tur | |
| - uig | |
| - ukr | |
| - urd | |
| - uzb | |
| - vie | |
| - war | |
| - yid | |
| - yor | |
| - zho | |
| multilinguality: | |
| - multilingual | |
| task_categories: | |
| - text-retrieval | |
| task_ids: | |
| - document-retrieval | |
| config_names: | |
| - corpus | |
| tags: | |
| - text-retrieval | |
| dataset_info: | |
| - config_name: afr | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: origin | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: semantic_similarity_score | |
| dtype: float | |
| splits: | |
| - name: default | |
| num_bytes: 5012834 | |
| num_examples: 45664 | |
| - config_name: amh | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: origin | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: semantic_similarity_score | |
| dtype: float | |
| splits: | |
| - name: default | |
| num_bytes: 6103497 | |
| num_examples: 52694 | |
| - config_name: ara | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: origin | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: semantic_similarity_score | |
| dtype: float | |
| - name: topic | |
| dtype: string | |
| - name: question_type | |
| dtype: string | |
| splits: | |
| - name: default | |
| num_bytes: 523161980 | |
| num_examples: 3298814 | |
| - config_name: arz | |
| features: | |
| - name: id | |
| dtype: string | |
| - name: origin | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: question | |
| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: semantic_similarity_score | |
| dtype: float | |
| splits: | |
| - name: default | |
| num_bytes: 298378 | |
| num_examples: 979 | |
| - config_name: asm | |
| features: | |
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| dtype: string | |
| - name: origin | |
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| - name: url | |
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| dtype: string | |
| - name: answer | |
| dtype: string | |
| - name: semantic_similarity_score | |
| dtype: float | |
| splits: | |
| - name: default | |
| num_bytes: 1625907 | |
| num_examples: 12239 | |
| - config_name: aze | |
| features: | |
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| - name: url | |
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| - name: answer | |
| dtype: string | |
| - name: semantic_similarity_score | |
| dtype: float | |
| - name: topic | |
| dtype: string | |
| - name: question_type | |
| dtype: string | |
| splits: | |
| - name: default | |
| num_bytes: 24623929 | |
| num_examples: 307000 | |
| - config_name: bak | |
| features: | |
| - name: id | |
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| - name: url | |
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| - name: semantic_similarity_score | |
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| - name: default | |
| num_bytes: 28339 | |
| num_examples: 185 | |
| - config_name: bel | |
| features: | |
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| - name: default | |
| num_bytes: 3395301 | |
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| - config_name: ben | |
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| - name: default | |
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| - config_name: bos | |
| features: | |
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| - name: default | |
| num_bytes: 5160832 | |
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| - config_name: bre | |
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| - name: default | |
| num_bytes: 27583 | |
| num_examples: 128 | |
| - config_name: bul | |
| features: | |
| - name: id | |
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| - config_name: cat | |
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| - config_name: ceb | |
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| - config_name: ces | |
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| - config_name: ckb | |
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| - config_name: cym | |
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| - config_name: dan | |
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| - config_name: tel | |
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| - config_name: tgk | |
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| - config_name: tgl | |
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| - config_name: tha | |
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| - config_name: tuk | |
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| - config_name: tur | |
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| - config_name: uig | |
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| - config_name: ukr | |
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| - config_name: vie | |
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| - config_name: war | |
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| num_examples: 1555 | |
| - config_name: yid | |
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| - config_name: yor | |
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| num_examples: 209 | |
| - config_name: zho | |
| features: | |
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| num_examples: 2884579 | |
| configs: | |
| - config_name: afr | |
| data_files: | |
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| path: data/afr.parquet | |
| - config_name: amh | |
| data_files: | |
| - split: default | |
| path: data/amh.parquet | |
| - config_name: ara | |
| data_files: | |
| - split: default | |
| path: data/ara.parquet | |
| - config_name: arz | |
| data_files: | |
| - split: default | |
| path: data/arz.parquet | |
| - config_name: asm | |
| data_files: | |
| - split: default | |
| path: data/asm.parquet | |
| - config_name: aze | |
| data_files: | |
| - split: default | |
| path: data/aze.parquet | |
| - config_name: bak | |
| data_files: | |
| - split: default | |
| path: data/bak.parquet | |
| - config_name: bel | |
| data_files: | |
| - split: default | |
| path: data/bel.parquet | |
| - config_name: ben | |
| data_files: | |
| - split: default | |
| path: data/ben.parquet | |
| - config_name: bos | |
| data_files: | |
| - split: default | |
| path: data/bos.parquet | |
| - config_name: bre | |
| data_files: | |
| - split: default | |
| path: data/bre.parquet | |
| - config_name: bul | |
| data_files: | |
| - split: default | |
| path: data/bul.parquet | |
| - config_name: cat | |
| data_files: | |
| - split: default | |
| path: data/cat.parquet | |
| - config_name: ceb | |
| data_files: | |
| - split: default | |
| path: data/ceb.parquet | |
| - config_name: ces | |
| data_files: | |
| - split: default | |
| path: data/ces.parquet | |
| - config_name: ckb | |
| data_files: | |
| - split: default | |
| path: data/ckb.parquet | |
| - config_name: cym | |
| data_files: | |
| - split: default | |
| path: data/cym.parquet | |
| - config_name: dan | |
| data_files: | |
| - split: default | |
| path: data/dan.parquet | |
| - config_name: deu | |
| data_files: | |
| - split: default | |
| path: data/deu.parquet | |
| - config_name: div | |
| data_files: | |
| - split: default | |
| path: data/div.parquet | |
| - config_name: ell | |
| data_files: | |
| - split: default | |
| path: data/ell.parquet | |
| - config_name: eng | |
| data_files: | |
| - split: default | |
| path: data/eng.parquet | |
| - config_name: epo | |
| data_files: | |
| - split: default | |
| path: data/epo.parquet | |
| - config_name: est | |
| data_files: | |
| - split: default | |
| path: data/est.parquet | |
| - config_name: eus | |
| data_files: | |
| - split: default | |
| path: data/eus.parquet | |
| - config_name: fas | |
| data_files: | |
| - split: default | |
| path: data/fas.parquet | |
| - config_name: fin | |
| data_files: | |
| - split: default | |
| path: data/fin.parquet | |
| - config_name: fra | |
| data_files: | |
| - split: default | |
| path: data/fra.parquet | |
| - config_name: fry | |
| data_files: | |
| - split: default | |
| path: data/fry.parquet | |
| - config_name: gla | |
| data_files: | |
| - split: default | |
| path: data/gla.parquet | |
| - config_name: gle | |
| data_files: | |
| - split: default | |
| path: data/gle.parquet | |
| - config_name: glg | |
| data_files: | |
| - split: default | |
| path: data/glg.parquet | |
| - config_name: gom | |
| data_files: | |
| - split: default | |
| path: data/gom.parquet | |
| - config_name: guj | |
| data_files: | |
| - split: default | |
| path: data/guj.parquet | |
| - config_name: hat | |
| data_files: | |
| - split: default | |
| path: data/hat.parquet | |
| - config_name: hbs | |
| data_files: | |
| - split: default | |
| path: data/hbs.parquet | |
| - config_name: heb | |
| data_files: | |
| - split: default | |
| path: data/heb.parquet | |
| - config_name: hin | |
| data_files: | |
| - split: default | |
| path: data/hin.parquet | |
| - config_name: hrv | |
| data_files: | |
| - split: default | |
| path: data/hrv.parquet | |
| - config_name: hun | |
| data_files: | |
| - split: default | |
| path: data/hun.parquet | |
| - config_name: hye | |
| data_files: | |
| - split: default | |
| path: data/hye.parquet | |
| - config_name: ilo | |
| data_files: | |
| - split: default | |
| path: data/ilo.parquet | |
| - config_name: ind | |
| data_files: | |
| - split: default | |
| path: data/ind.parquet | |
| - config_name: isl | |
| data_files: | |
| - split: default | |
| path: data/isl.parquet | |
| - config_name: ita | |
| data_files: | |
| - split: default | |
| path: data/ita.parquet | |
| - config_name: jav | |
| data_files: | |
| - split: default | |
| path: data/jav.parquet | |
| - config_name: jpn | |
| data_files: | |
| - split: default | |
| path: data/jpn.parquet | |
| - config_name: kan | |
| data_files: | |
| - split: default | |
| path: data/kan.parquet | |
| - config_name: kat | |
| data_files: | |
| - split: default | |
| path: data/kat.parquet | |
| - config_name: kaz | |
| data_files: | |
| - split: default | |
| path: data/kaz.parquet | |
| - config_name: khm | |
| data_files: | |
| - split: default | |
| path: data/khm.parquet | |
| - config_name: kir | |
| data_files: | |
| - split: default | |
| path: data/kir.parquet | |
| - config_name: kor | |
| data_files: | |
| - split: default | |
| path: data/kor.parquet | |
| - config_name: kur | |
| data_files: | |
| - split: default | |
| path: data/kur.parquet | |
| - config_name: lao | |
| data_files: | |
| - split: default | |
| path: data/lao.parquet | |
| - config_name: lat | |
| data_files: | |
| - split: default | |
| path: data/lat.parquet | |
| - config_name: lav | |
| data_files: | |
| - split: default | |
| path: data/lav.parquet | |
| - config_name: lit | |
| data_files: | |
| - split: default | |
| path: data/lit.parquet | |
| - config_name: ltz | |
| data_files: | |
| - split: default | |
| path: data/ltz.parquet | |
| - config_name: mal | |
| data_files: | |
| - split: default | |
| path: data/mal.parquet | |
| - config_name: mar | |
| data_files: | |
| - split: default | |
| path: data/mar.parquet | |
| - config_name: mkd | |
| data_files: | |
| - split: default | |
| path: data/mkd.parquet | |
| - config_name: mlg | |
| data_files: | |
| - split: default | |
| path: data/mlg.parquet | |
| - config_name: mlt | |
| data_files: | |
| - split: default | |
| path: data/mlt.parquet | |
| - config_name: mon | |
| data_files: | |
| - split: default | |
| path: data/mon.parquet | |
| - config_name: msa | |
| data_files: | |
| - split: default | |
| path: data/msa.parquet | |
| - config_name: mya | |
| data_files: | |
| - split: default | |
| path: data/mya.parquet | |
| - config_name: nep | |
| data_files: | |
| - split: default | |
| path: data/nep.parquet | |
| - config_name: nld | |
| data_files: | |
| - split: default | |
| path: data/nld.parquet | |
| - config_name: nno | |
| data_files: | |
| - split: default | |
| path: data/nno.parquet | |
| - config_name: nor | |
| data_files: | |
| - split: default | |
| path: data/nor.parquet | |
| - config_name: ori | |
| data_files: | |
| - split: default | |
| path: data/ori.parquet | |
| - config_name: pan | |
| data_files: | |
| - split: default | |
| path: data/pan.parquet | |
| - config_name: pol | |
| data_files: | |
| - split: default | |
| path: data/pol.parquet | |
| - config_name: por | |
| data_files: | |
| - split: default | |
| path: data/por.parquet | |
| - config_name: pus | |
| data_files: | |
| - split: default | |
| path: data/pus.parquet | |
| - config_name: que | |
| data_files: | |
| - split: default | |
| path: data/que.parquet | |
| - config_name: ron | |
| data_files: | |
| - split: default | |
| path: data/ron.parquet | |
| - config_name: rus | |
| data_files: | |
| - split: default | |
| path: data/rus.parquet | |
| - config_name: san | |
| data_files: | |
| - split: default | |
| path: data/san.parquet | |
| - config_name: sin | |
| data_files: | |
| - split: default | |
| path: data/sin.parquet | |
| - config_name: slk | |
| data_files: | |
| - split: default | |
| path: data/slk.parquet | |
| - config_name: slv | |
| data_files: | |
| - split: default | |
| path: data/slv.parquet | |
| - config_name: snd | |
| data_files: | |
| - split: default | |
| path: data/snd.parquet | |
| - config_name: som | |
| data_files: | |
| - split: default | |
| path: data/som.parquet | |
| - config_name: spa | |
| data_files: | |
| - split: default | |
| path: data/spa.parquet | |
| - config_name: sqi | |
| data_files: | |
| - split: default | |
| path: data/sqi.parquet | |
| - config_name: srp | |
| data_files: | |
| - split: default | |
| path: data/srp.parquet | |
| - config_name: sun | |
| data_files: | |
| - split: default | |
| path: data/sun.parquet | |
| - config_name: swa | |
| data_files: | |
| - split: default | |
| path: data/swa.parquet | |
| - config_name: swe | |
| data_files: | |
| - split: default | |
| path: data/swe.parquet | |
| - config_name: tam | |
| data_files: | |
| - split: default | |
| path: data/tam.parquet | |
| - config_name: tat | |
| data_files: | |
| - split: default | |
| path: data/tat.parquet | |
| - config_name: tel | |
| data_files: | |
| - split: default | |
| path: data/tel.parquet | |
| - config_name: tgk | |
| data_files: | |
| - split: default | |
| path: data/tgk.parquet | |
| - config_name: tgl | |
| data_files: | |
| - split: default | |
| path: data/tgl.parquet | |
| - config_name: tha | |
| data_files: | |
| - split: default | |
| path: data/tha.parquet | |
| - config_name: tuk | |
| data_files: | |
| - split: default | |
| path: data/tuk.parquet | |
| - config_name: tur | |
| data_files: | |
| - split: default | |
| path: data/tur.parquet | |
| - config_name: uig | |
| data_files: | |
| - split: default | |
| path: data/uig.parquet | |
| - config_name: ukr | |
| data_files: | |
| - split: default | |
| path: data/ukr.parquet | |
| - config_name: urd | |
| data_files: | |
| - split: default | |
| path: data/urd.parquet | |
| - config_name: uzb | |
| data_files: | |
| - split: default | |
| path: data/uzb.parquet | |
| - config_name: vie | |
| data_files: | |
| - split: default | |
| path: data/vie.parquet | |
| - config_name: war | |
| data_files: | |
| - split: default | |
| path: data/war.parquet | |
| - config_name: yid | |
| data_files: | |
| - split: default | |
| path: data/yid.parquet | |
| - config_name: yor | |
| data_files: | |
| - split: default | |
| path: data/yor.parquet | |
| - config_name: zho | |
| data_files: | |
| - split: default | |
| path: data/zho.parquet | |
| <h1 align="center">WebFAQ 2.0: Multilingual FAQ Q&A Dataset with Hard Negatives</h1> | |
| <h4 align="center"> | |
| <p> | |
| <a href=#overview>Overview</a> | | |
| <a href=#whats-new-in-v20>What's New in v2.0</a> | | |
| <a href=#dataset-statistics>Dataset Statistics</a> | | |
| <a href=#structure>Structure</a> | | |
| <a href=#bilingual-alignments>Bitext Alignments</a> | | |
| <a href=#hard-negatives-dataset>Hard Negatives</a> | | |
| <a href=#training-strategies>Training Strategies</a> | | |
| <a href=#examples>Examples</a> | | |
| <a href=#considerations>Considerations</a> | | |
| <a href=#license>License</a> | | |
| <a href=#citation>Citation</a> | | |
| <a href=#contact>Contact</a> | |
| <p> | |
| </h4> | |
| --- | |
| > Note: | |
| > | |
| > Note that the SIGIR Resource submission reports 104 languages, however, after re-uploading the WebFAQ 2.0 dataset, it now includes 108 languages in total. | |
| > Furthermore note that for the Bilingual Datasets, we now include all those language combinations with at least 100 samples (instead of 1,000). | |
| > This increases the number of combinations from 3,118 to 3,970. The total number of samples across all 3,970 combinations is therefore 14.3M (instead of 13.8M, as reported in the submission). | |
| ## Overview | |
| **WebFAQ 2.0** is a large-scale multilingual dataset of **198 million natural question–answer pairs** across **108 languages**, mined from structured FAQ pages on the web. | |
| It is the successor of the original **WebFAQ (v1)** dataset (96M QAs, 75 languages): | |
| 👉 [https://huggingface.co/datasets/PaDaS-Lab/webfaq](https://huggingface.co/datasets/PaDaS-Lab/webfaq) | |
| WebFAQ 2.0 significantly expands multilingual coverage, bilingual QA alignments, and introduces a new **hard negatives dataset** for training dense retrieval models . | |
| The dataset is designed for: | |
| * 🌍 Multilingual & cross-lingual dense retrieval | |
| * ❓ Open-domain Question Answering | |
| * 🔎 Hard negative mining research | |
| * 🌐 Bitext mining & multilingual embedding training | |
| --- | |
| ## What's New in v2.0 | |
| Compared to WebFAQ v1, version 2.0 introduces: | |
| ### 1️⃣ Massive Scale Increase | |
| * **198M QA pairs** (vs. 96M in v1) | |
| * **108 languages** (vs. 75) | |
| * English share reduced from ~51% to ~28% → stronger multilingual balance | |
| ### 2️⃣ New Crawling Strategy | |
| Instead of relying solely on Web Data Commons dumps, WebFAQ 2.0: | |
| * Mines FAQPage markup directly from Common Crawl | |
| * Crawls pages using OWLer (OpenWebSearch project) | |
| * Extracts: | |
| * Questions | |
| * Answers | |
| * Page titles | |
| * Page descriptions | |
| * hreflang links for multilingual alignment | |
| This yields richer contextual metadata and improved cross-lingual coverage . | |
| ### 3️⃣ Large-Scale Bilingual Alignments (👉 [michaeldinzinger/webfaq-v2-bitexts](https://huggingface.co/datasets/michaeldinzinger/webfaq-v2-bitexts)) | |
| * **14.3 million aligned QA pairs** (vs. 1.5M in v1) | |
| * **3,970 language combinations** (≥100 aligned samples each) | |
| * 3,118 language pairs contain ≥1,000 and 1,282 language pairs contain ≥4,000 aligned QA pairs | |
| This represents nearly a **10× increase** in alignment size. | |
| ### 4️⃣ Hard Negatives Dataset (👉 [IrvinTopi/WebFAQHardNegatives](https://huggingface.co/datasets/IrvinTopi/WebFAQHardNegatives)) | |
| A new dataset of: | |
| * **1.25M queries** | |
| * **20 languages** | |
| * 200 mined hard negatives per query | |
| * Cross-encoder scores included | |
| Designed specifically for dense retriever training . | |
| --- | |
| ## Dataset Statistics | |
| ### Languages | |
| * 108 languages with ≥1,000 samples | |
| * More balanced distribution compared to v1 | |
| * Significant growth in non-English languages (e.g., Hindi, Ukrainian, Dutch, Portuguese, Polish) | |
| ### Topics | |
| Topic labels are inferred using a fine-tuned XLM-RoBERTa classifier trained on GPT-5-mini annotated data (F1 ≈ 88%). | |
| Major topic shift in v2.0: | |
| | Topic | % | | |
| | --------------------------------- | ---- | | |
| | ✈️ Traveling & Hospitality | 59.2 | | |
| | 🛒 Products & Commercial Services | 18.9 | | |
| | ❤️ Healthcare & Lifestyle | 5.6 | | |
| | 🎵 Entertainment | 4.7 | | |
| | 🏦 Banking & Finance | 4.4 | | |
| ### Question Types | |
| Questions are categorized using a multilingual extension of the Bolotova et al. taxonomy: | |
| | Type | % | | |
| | -------------- | ---- | | |
| | Not-a-Question | 34.7 | | |
| | Factoid | 33.6 | | |
| | Experience | 11.6 | | |
| | Instruction | 10.3 | | |
| | Evidence-Based | 4.3 | | |
| | Reason | 3.3 | | |
| | Comparison | 2.2 | | |
| | Debate | 0.1 | | |
| Classifier F1 ≈ 88%. | |
| --- | |
| ## Structure | |
| Each language is provided as a separate configuration: | |
| ```python | |
| from datasets import load_dataset | |
| dataset = load_dataset("michaeldinzinger/webfaq-v2", "eng")["default"] | |
| print(dataset[0]) | |
| ``` | |
| ### Fields | |
| * `id`: Unique identifier | |
| * `origin`: Website origin (scheme + host) | |
| * `url`: Source URL | |
| * `question`: Natural-language question | |
| * `answer`: Corresponding answer | |
| * `title`: Webpage title (new in v2.0) | |
| * `description`: Webpage description (new in v2.0) | |
| * `qa_similarity_score`: Semantic similarity between question and answer | |
| * `topic` (optional): Topic label | |
| * `question_type` (optional): Question category | |
| > Note: No official train/validation/test split is provided for the raw QA dataset. | |
| --- | |
| ## Bilingual Alignments | |
| The bitext dataset is released separately: | |
| 👉 [https://huggingface.co/datasets/michaeldinzinger/webfaq-v2-bitexts](https://huggingface.co/datasets/michaeldinzinger/webfaq-v2-bitexts) | |
| Alignment method: | |
| * LaBSE embeddings | |
| * Nearest-neighbor retrieval | |
| * Similarity threshold ≥ 0.9 | |
| Results: | |
| * 14.3M aligned QA pairs | |
| * Strong growth in non-English language pairs | |
| * Includes underrepresented combinations (e.g., Marathi–Telugu) | |
| --- | |
| ## Hard Negatives Dataset | |
| Released separately: | |
| 👉 [https://huggingface.co/datasets/IrvinTopi/WebFAQHardNegatives](https://huggingface.co/datasets/IrvinTopi/WebFAQHardNegatives) | |
| ### Mining Pipeline | |
| Two-stage approach : | |
| 1. BM25 retrieval (top 200 candidates) | |
| 2. Cross-encoder reranking using BGE-m3 | |
| Each instance contains: | |
| ``` | |
| (query, positive, pos_score, negatives[], neg_scores[]) | |
| ``` | |
| Total size: | |
| * 1.25M training samples | |
| * 20 languages | |
| * 200 negatives per query | |
| --- | |
| ## Training Strategies Enabled | |
| WebFAQ 2.0 supports two main dense retrieval training paradigms: | |
| ### 🔹 Contrastive Learning | |
| * MultipleNegativesRankingLoss (MNR) | |
| * Random negatives | |
| * Hard negatives (Top-k or denoised) | |
| ### 🔹 Knowledge Distillation | |
| * MarginMSE loss | |
| * Uses cross-encoder scores directly | |
| * Strong improvements in non-English retrieval | |
| Experiments show: | |
| * Random negatives remain surprisingly strong in contrastive setups. | |
| * Knowledge distillation improves multilingual robustness but may slightly reduce English performance . | |
| --- | |
| ## Examples | |
| ```json | |
| { | |
| "id": "example_id", | |
| "origin": "https://example.com", | |
| "url": "https://example.com/faq", | |
| "question": "How old do I have to be to rent a car in Girona?", | |
| "answer": "You must be at least 21 years old to rent a car in Girona.", | |
| "title": "Car Rental FAQ – Girona", | |
| "description": "Frequently asked questions about renting a car in Girona.", | |
| "qa_similarity_score": 0.93, | |
| "topic": "Traveling and Hospitality", | |
| "question_type": "Experience" | |
| } | |
| ``` | |
| --- | |
| ## Considerations | |
| * ⚠️ No guarantee of factual correctness | |
| * ⚠️ Contains duplicates or near-duplicates | |
| * ⚠️ Hard negatives may contain false negatives | |
| * ⚠️ Language detection may be imperfect | |
| * 📜 Derived from public web pages – respect original website terms | |
| --- | |
| ## License | |
| [**Open Data Commons Attribution License (ODC-By)**](https://opendatacommons.org/licenses/by/) | |
| --- | |
| ## Citation | |
| If you use WebFAQ 2.0, please cite: | |
| ```bibtex | |
| @inproceedings{dinzinger2025webfaqv2, | |
| title={WebFAQ 2.0: A Multilingual QA Dataset with Mined Hard Negatives for Dense Retrieval}, | |
| author={Dinzinger, Michael and Caspari, Laura and Salman, Ali and Topi, Irvin and Mitrović, Jelena and Granitzer, Michael}, | |
| year={2025} | |
| } | |
| ``` | |
| You may also cite the original WebFAQ paper: | |
| ```bibtex | |
| @misc{dinzinger2025webfaq, | |
| title={WebFAQ: A Multilingual Collection of Natural Q&A Datasets for Dense Retrieval}, | |
| author={Michael Dinzinger and Laura Caspari and Kanishka Ghosh Dastidar and Jelena Mitrović and Michael Granitzer}, | |
| year={2025}, | |
| eprint={2502.20936}, | |
| archivePrefix={arXiv}, | |
| primaryClass={cs.CL} | |
| } | |
| ``` | |
| --- | |
| ## Contact | |
| For inquiries: | |
| * [michael.dinzinger@uni-passau.de](mailto:michael.dinzinger@uni-passau.de) | |
| * HuggingFace Discussions | |
| * GitHub: [https://github.com/padas-lab-de/webfaq](https://github.com/padas-lab-de/webfaq) | |
| --- | |
| WebFAQ 2.0 is part of a long-term effort aligned with the [**Open Web Index**](https://openwebindex.eu/) initiative and will continue to grow as new structured FAQ data becomes available . | |
| Happy researching! 🚀 | |