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WebFAQ Bilingual Datasets (Bitexts)

Overview | Details | Structure | Examples | Considerations | License | Citation | Contact | Acknowledgement

Overview

The WebFAQ Bilingual Datasets (a.k.a. Bitexts) are derived from the WebFAQ Q&A Dataset, but instead of monolingual question-answer (QA) pairs, each entry here contains aligned QA pairs in two different languages. These alignments are created via state-of-the-art bitext mining techniques (cross-lingual sentence embeddings) and an automated translation evaluation step using an LLM (GPT-4o-mini).

The resulting bitext corpora span over 1,000 language pairs (from the original 75 languages in WebFAQ), offering a high-quality resource for machine translation, cross-lingual IR, and bitext mining research.

Why is it useful?

  • Curated bilingual dataset with QA pairs aligned across languages.
  • Large coverage: 1.5 million aligned question-answer pairs.
  • Facilitates training/testing of cross-lingual models (e.g., for sentence embedding, CLIR, or neural machine translation).

Background

  • Aligned data extracted from FAQ pages on the web annotated with schema.org FAQPage.
  • Built using Web Data Commons outputs (Oct 2022 – Oct 2024 Common Crawl snapshots).
  • Aligned via LaBSE embeddings and GPT-based translation checks, yielding ~95% precision on the sampled evaluation.

Details

Language Coverage

Each of the bilingual datasets corresponds to a specific language pair, e.g., eng-deu, eng-fra, etc. In total, there are over 1,000 language combinations, each containing ≥100 aligned QA pairs (with the largest subsets including tens of thousands of pairs).

  • The top frequent language pairs include deu-eng, eng-fra, eng-spa, each with 30k+ aligned samples.
  • Less frequent language pairs still have ≥100 QA alignments, making them suitable for smaller-scale bilingual tasks.
Table of all 1001 language pairs (lexicographical order)
Language pair # Samples
ara-aze 307
ara-ben 541
ara-bul 921
ara-cat 140
ara-ces 1,264
ara-dan 1,384
ara-deu 3,271
ara-ell 1,266
ara-eng 5,698
ara-est 390
ara-fas 609
ara-fin 1,135
ara-fra 3,971
ara-heb 978
ara-hin 998
ara-hun 898
ara-ind 1,857
ara-ita 3,179
ara-jpn 1,388
ara-kat 176
ara-kaz 303
ara-kor 1,266
ara-lav 331
ara-lit 403
ara-mar 174
ara-msa 311
ara-nld 2,047
ara-nor 817
ara-pol 1,805
ara-por 3,443
ara-ron 1,324
ara-rus 2,831
ara-slk 863
ara-slv 716
ara-spa 4,025
ara-sqi 151
ara-srp 481
ara-swe 1,525
ara-tgl 360
ara-tha 688
ara-tur 2,293
ara-ukr 1,056
ara-urd 309
ara-vie 1,113
ara-zho 1,855
aze-ben 384
aze-bul 329
aze-ces 273
aze-dan 236
aze-deu 368
aze-ell 303
aze-eng 603
aze-est 245
aze-fas 176
aze-fin 285
aze-fra 375
aze-hin 527
aze-hun 288
aze-ind 259
aze-ita 363
aze-jpn 166
aze-kat 111
aze-kaz 412
aze-kor 100
aze-lav 252
aze-lit 255
aze-mar 198
aze-nld 338
aze-nor 147
aze-pol 350
aze-por 395
aze-ron 301
aze-rus 746
aze-slk 250
aze-slv 191
aze-spa 378
aze-swe 312
aze-tgl 159
aze-tur 388
aze-ukr 520
aze-urd 228
aze-uzb 151
aze-vie 254
aze-zho 118
ben-bul 268
ben-ces 214
ben-dan 242
ben-deu 542
ben-ell 295
ben-eng 1,367
ben-est 200
ben-fas 207
ben-fin 284
ben-fra 619
ben-hin 1,174
ben-hun 259
ben-ind 467
ben-ita 481
ben-jpn 345
ben-kat 129
ben-kaz 290
ben-kor 287
ben-lav 205
ben-lit 190
ben-mar 566
ben-nld 419
ben-nor 150
ben-pol 401
ben-por 640
ben-ron 349
ben-rus 616
ben-slk 226
ben-slv 140
ben-spa 581
ben-swe 335
ben-tgl 217
ben-tha 244
ben-tur 477
ben-ukr 352
ben-urd 488
ben-vie 418
ben-zho 175
bul-ces 1,485
bul-dan 1,226
bul-deu 1,886
bul-ell 1,446
bul-eng 2,133
bul-est 719
bul-fas 263
bul-fin 1,205
bul-fra 1,707
bul-heb 585
bul-hin 389
bul-hrv 211
bul-hun 1,332
bul-ind 735
bul-isl 190
bul-ita 1,811
bul-jpn 492
bul-kat 143
bul-kaz 360
bul-kor 465
bul-lav 710
bul-lit 803
bul-mar 190
bul-msa 229
bul-nld 1,474
bul-nor 852
bul-pol 1,635
bul-por 1,528
bul-ron 1,534
bul-rus 1,476
bul-slk 1,154
bul-slv 1,034
bul-spa 1,720
bul-sqi 155
bul-srp 296
bul-swe 1,330
bul-tgl 237
bul-tha 475
bul-tur 1,220
bul-ukr 1,074
bul-urd 180
bul-vie 339
bul-zho 567
cat-ces 125
cat-dan 130
cat-deu 302
cat-ell 112
cat-eng 1,152
cat-fin 115
cat-fra 598
cat-hun 123
cat-ita 418
cat-kor 105
cat-nld 211
cat-pol 172
cat-por 370
cat-ron 145
cat-rus 173
cat-spa 2,648
cat-swe 156
cat-tur 111
cat-ukr 112
ces-dan 2,377
ces-deu 3,420
ces-ell 2,003
ces-eng 3,775
ces-est 769
ces-fas 174
ces-fin 2,070
ces-fra 3,290
ces-heb 699
ces-hin 319
ces-hrv 219
ces-hun 2,141
ces-ind 1,287
ces-isl 166
ces-ita 3,463
ces-jpn 800
ces-kat 139
ces-kaz 275
ces-kor 860
ces-lav 875
ces-lit 1,002
ces-mar 158
ces-msa 284
ces-nld 3,130
ces-nor 1,335
ces-pol 3,367
ces-por 2,314
ces-ron 2,321
ces-rus 2,144
ces-slk 2,551
ces-slv 1,370
ces-spa 3,094
ces-sqi 167
ces-srp 362
ces-swe 2,316
ces-tgl 271
ces-tha 527
ces-tur 2,121
ces-ukr 1,285
ces-urd 120
ces-vie 517
ces-zho 999
dan-deu 4,337
dan-ell 1,495
dan-eng 4,512
dan-est 712
dan-fas 234
dan-fin 2,848
dan-fra 3,802
dan-heb 816
dan-hin 675
dan-hrv 188
dan-hun 1,608
dan-ind 1,426
dan-isl 327
dan-ita 3,818
dan-jpn 1,596
dan-kat 136
dan-kaz 299
dan-kor 1,463
dan-lav 799
dan-lit 781
dan-mar 182
dan-msa 303
dan-nld 4,099
dan-nor 2,603
dan-pol 2,774
dan-por 3,206
dan-ron 2,052
dan-rus 2,083
dan-slk 1,459
dan-slv 1,168
dan-spa 3,571
dan-sqi 172
dan-srp 358
dan-swe 4,268
dan-tgl 263
dan-tha 735
dan-tur 2,180
dan-ukr 1,086
dan-urd 202
dan-vie 772
dan-zho 1,324
deu-ell 2,561
deu-eng 37,348
deu-est 837
deu-fas 570
deu-fin 3,328
deu-fra 27,727
deu-heb 1,072
deu-hin 1,728
deu-hrv 450
deu-hun 2,175
deu-ind 2,879
deu-isl 294
deu-ita 18,787
deu-jpn 5,408
deu-kat 218
deu-kaz 396
deu-kor 4,182
deu-lav 973
deu-lit 1,165
deu-mar 205
deu-msa 274
deu-nld 14,211
deu-nor 2,783
deu-pol 8,053
deu-por 11,319
deu-ron 3,598
deu-rus 8,346
deu-slk 2,064
deu-slv 1,496
deu-spa 19,739
deu-sqi 181
deu-srp 449
deu-swe 5,772
deu-tgl 472
deu-tha 1,501
deu-tur 5,195
deu-ukr 2,303
deu-urd 382
deu-vie 2,168
deu-zho 2,508
ell-eng 2,790
ell-est 615
ell-fas 312
ell-fin 1,631
ell-fra 2,520
ell-heb 683
ell-hin 588
ell-hrv 213
ell-hun 1,468
ell-ind 1,194
ell-isl 182
ell-ita 2,530
ell-jpn 967
ell-kat 151
ell-kaz 296
ell-kor 868
ell-lav 648
ell-lit 764
ell-mar 187
ell-msa 275
ell-nld 2,240
ell-nor 1,135
ell-pol 2,051
ell-por 2,145
ell-ron 1,826
ell-rus 1,582
ell-slk 1,265
ell-slv 858
ell-spa 2,474
ell-sqi 181
ell-srp 338
ell-swe 1,767
ell-tgl 277
ell-tha 685
ell-tur 1,797
ell-ukr 1,093
ell-urd 269
ell-vie 759
ell-zho 993
eng-est 755
eng-fas 556
eng-fin 3,443
eng-fra 37,208
eng-heb 882
eng-hin 2,219
eng-hrv 336
eng-hun 2,185
eng-ind 3,454
eng-isl 358
eng-ita 19,661
eng-jpn 3,807
eng-kat 197
eng-kaz 346
eng-kor 2,558
eng-lav 1,079
eng-lit 1,185
eng-mar 280
eng-msa 469
eng-nld 15,613
eng-nor 2,666
eng-pol 6,868
eng-por 12,406
eng-ron 3,039
eng-rus 9,360
eng-slk 1,823
eng-slv 1,450
eng-spa 35,446
eng-sqi 219
eng-srp 303
eng-swe 6,005
eng-tgl 551
eng-tha 814
eng-tur 4,606
eng-ukr 3,778
eng-urd 268
eng-vie 1,264
eng-zho 4,959
est-fas 171
est-fin 790
est-fra 688
est-heb 237
est-hin 304
est-hun 674
est-ind 323
est-isl 185
est-ita 707
est-jpn 328
est-kat 124
est-kaz 287
est-kor 303
est-lav 841
est-lit 787
est-mar 173
est-nld 762
est-nor 425
est-pol 835
est-por 742
est-ron 677
est-rus 853
est-slk 680
est-slv 531
est-spa 774
est-srp 121
est-swe 740
est-tgl 178
est-tha 228
est-tur 649
est-ukr 506
est-urd 190
est-vie 276
est-zho 260
fas-fin 225
fas-fra 501
fas-hin 348
fas-hun 228
fas-ind 370
fas-ita 443
fas-jpn 327
fas-kaz 177
fas-kor 298
fas-lav 169
fas-lit 161
fas-mar 144
fas-nld 304
fas-nor 158
fas-pol 363
fas-por 465
fas-ron 306
fas-rus 518
fas-slk 206
fas-slv 123
fas-spa 500
fas-swe 323
fas-tgl 195
fas-tha 164
fas-tur 479
fas-ukr 297
fas-urd 285
fas-vie 379
fas-zho 236
fin-fra 3,170
fin-heb 826
fin-hin 552
fin-hrv 250
fin-hun 1,542
fin-ind 1,260
fin-isl 285
fin-ita 2,973
fin-jpn 1,184
fin-kat 171
fin-kaz 318
fin-kor 1,268
fin-lav 836
fin-lit 889
fin-mar 175
fin-msa 251
fin-nld 3,278
fin-nor 2,055
fin-pol 2,433
fin-por 2,700
fin-ron 1,889
fin-rus 1,968
fin-slk 1,385
fin-slv 1,088
fin-spa 2,960
fin-sqi 152
fin-srp 483
fin-swe 3,774
fin-tgl 278
fin-tha 707
fin-tur 1,967
fin-ukr 1,090
fin-urd 215
fin-vie 607
fin-zho 1,152
fra-heb 1,046
fra-hin 2,069
fra-hrv 232
fra-hun 2,126
fra-ind 3,253
fra-isl 347
fra-ita 20,002
fra-jpn 5,171
fra-kat 204
fra-kaz 386
fra-kor 4,144
fra-lav 762
fra-lit 872
fra-mar 175
fra-msa 408
fra-nld 14,684
fra-nor 2,558
fra-pol 7,346
fra-por 13,265
fra-ron 3,295
fra-rus 8,145
fra-slk 1,831
fra-slv 1,335
fra-spa 23,311
fra-sqi 155
fra-srp 455
fra-swe 5,006
fra-tgl 565
fra-tha 1,483
fra-tur 5,350
fra-ukr 2,162
fra-urd 371
fra-vie 2,306
fra-zho 3,144
heb-hin 370
heb-hun 512
heb-ind 677
heb-ita 1,126
heb-jpn 413
heb-kat 113
heb-kor 557
heb-lav 176
heb-lit 286
heb-msa 230
heb-nld 991
heb-nor 556
heb-pol 899
heb-por 1,076
heb-ron 756
heb-rus 941
heb-slk 557
heb-slv 570
heb-spa 1,098
heb-srp 307
heb-swe 857
heb-tha 510
heb-tur 826
heb-ukr 469
heb-vie 337
heb-zho 500
hin-hun 500
hin-ind 1,454
hin-ita 1,622
hin-jpn 1,128
hin-kat 152
hin-kaz 319
hin-kor 973
hin-lav 290
hin-lit 248
hin-mar 615
hin-msa 176
hin-nld 1,239
hin-nor 451
hin-pol 1,420
hin-por 2,071
hin-ron 889
hin-rus 1,734
hin-slk 371
hin-slv 200
hin-spa 1,815
hin-swe 899
hin-tgl 416
hin-tha 722
hin-tur 1,635
hin-ukr 711
hin-urd 545
hin-vie 1,331
hin-zho 354
hrv-hun 185
hrv-ita 289
hrv-lit 108
hrv-nld 216
hrv-nor 172
hrv-pol 180
hrv-por 207
hrv-ron 241
hrv-rus 188
hrv-slk 313
hrv-slv 219
hrv-spa 213
hrv-swe 178
hrv-tur 144
hrv-zho 128
hun-ind 1,020
hun-isl 199
hun-ita 2,220
hun-jpn 824
hun-kat 135
hun-kaz 311
hun-kor 790
hun-lav 724
hun-lit 746
hun-mar 212
hun-msa 232
hun-nld 1,915
hun-nor 1,033
hun-pol 2,028
hun-por 1,870
hun-ron 1,938
hun-rus 1,540
hun-slk 1,338
hun-slv 981
hun-spa 2,099
hun-sqi 144
hun-srp 293
hun-swe 1,624
hun-tgl 258
hun-tha 620
hun-tur 1,746
hun-ukr 1,050
hun-urd 204
hun-vie 601
hun-zho 655
ind-ita 3,070
ind-jpn 1,645
ind-kat 125
ind-kaz 299
ind-kor 1,515
ind-lav 422
ind-lit 419
ind-mar 184
ind-msa 455
ind-nld 2,305
ind-nor 800
ind-pol 2,423
ind-por 3,257
ind-ron 1,626
ind-rus 2,592
ind-slk 916
ind-slv 938
ind-spa 3,176
ind-srp 425
ind-swe 1,645
ind-tgl 378
ind-tha 1,258
ind-tur 2,798
ind-ukr 1,208
ind-urd 380
ind-vie 1,750
ind-zho 1,169
isl-ita 421
isl-jpn 154
isl-kor 167
isl-lav 171
isl-lit 184
isl-nld 311
isl-nor 212
isl-pol 341
isl-por 341
isl-ron 212
isl-rus 183
isl-slk 198
isl-spa 366
isl-swe 312
isl-tha 143
isl-tur 184
ita-jpn 4,081
ita-kat 193
ita-kaz 353
ita-kor 3,616
ita-lav 862
ita-lit 835
ita-mar 185
ita-msa 394
ita-nld 9,160
ita-nor 2,516
ita-pol 6,997
ita-por 10,924
ita-ron 3,360
ita-rus 6,597
ita-slk 1,959
ita-slv 1,607
ita-spa 16,534
ita-sqi 222
ita-srp 609
ita-swe 4,741
ita-tgl 481
ita-tha 1,224
ita-tur 4,791
ita-ukr 1,879
ita-urd 355
ita-vie 2,100
ita-zho 2,814
jpn-kat 124
jpn-kaz 219
jpn-kor 4,820
jpn-lav 332
jpn-lit 327
jpn-mar 139
jpn-msa 114
jpn-nld 2,894
jpn-nor 1,082
jpn-pol 2,217
jpn-por 3,948
jpn-ron 1,172
jpn-rus 3,232
jpn-slk 571
jpn-slv 319
jpn-spa 4,383
jpn-srp 148
jpn-swe 1,767
jpn-tgl 322
jpn-tha 889
jpn-tur 2,206
jpn-ukr 761
jpn-urd 291
jpn-vie 1,356
jpn-zho 1,728
kat-kaz 153
kat-kor 109
kat-lav 147
kat-lit 152
kat-nld 189
kat-pol 202
kat-por 196
kat-ron 184
kat-rus 262
kat-slk 129
kat-slv 104
kat-spa 258
kat-swe 165
kat-tur 161
kat-ukr 200
kat-urd 114
kaz-kor 152
kaz-lav 274
kaz-lit 272
kaz-mar 213
kaz-nld 358
kaz-nor 162
kaz-pol 382
kaz-por 370
kaz-ron 336
kaz-rus 683
kaz-slk 278
kaz-slv 208
kaz-spa 380
kaz-swe 318
kaz-tgl 181
kaz-tha 108
kaz-tur 340
kaz-ukr 468
kaz-urd 243
kaz-uzb 123
kaz-vie 252
kaz-zho 143
kor-lav 297
kor-lit 265
kor-msa 125
kor-nld 2,633
kor-nor 943
kor-pol 2,392
kor-por 3,426
kor-ron 1,210
kor-rus 2,817
kor-slk 664
kor-slv 297
kor-spa 3,481
kor-srp 127
kor-swe 1,790
kor-tgl 258
kor-tha 1,126
kor-tur 2,075
kor-ukr 714
kor-urd 250
kor-vie 1,386
kor-zho 1,087
lav-lit 1,061
lav-mar 188
lav-nld 825
lav-nor 443
lav-pol 951
lav-por 905
lav-ron 780
lav-rus 1,412
lav-slk 789
lav-slv 518
lav-spa 894
lav-sqi 127
lav-srp 111
lav-swe 819
lav-tgl 163
lav-tha 215
lav-tur 737
lav-ukr 579
lav-urd 180
lav-vie 203
lav-zho 295
lit-mar 162
lit-nld 827
lit-nor 567
lit-pol 1,026
lit-por 928
lit-ron 856
lit-rus 961
lit-slk 859
lit-slv 607
lit-spa 1,049
lit-sqi 136
lit-srp 108
lit-swe 798
lit-tgl 167
lit-tha 177
lit-tur 744
lit-ukr 639
lit-urd 151
lit-vie 209
lit-zho 386
mar-nld 222
mar-nor 102
mar-pol 177
mar-por 194
mar-ron 204
mar-rus 199
mar-slk 190
mar-slv 141
mar-spa 198
mar-swe 226
mar-tgl 155
mar-tur 188
mar-ukr 199
mar-urd 270
mar-vie 151
msa-nld 345
msa-nor 242
msa-pol 367
msa-por 420
msa-ron 314
msa-rus 353
msa-slk 120
msa-slv 238
msa-spa 397
msa-swe 342
msa-tha 229
msa-tur 352
msa-ukr 241
msa-vie 144
nld-nor 2,664
nld-pol 5,743
nld-por 7,021
nld-ron 2,888
nld-rus 4,230
nld-slk 1,699
nld-slv 1,354
nld-spa 9,555
nld-sqi 158
nld-srp 483
nld-swe 5,072
nld-tgl 363
nld-tha 1,241
nld-tur 3,741
nld-ukr 1,466
nld-urd 289
nld-vie 1,326
nld-zho 1,804
nor-pol 1,993
nor-por 2,096
nor-ron 1,412
nor-rus 1,355
nor-slk 807
nor-slv 585
nor-spa 2,603
nor-sqi 104
nor-srp 187
nor-swe 3,165
nor-tgl 173
nor-tha 576
nor-tur 1,530
nor-ukr 617
nor-urd 138
nor-vie 417
nor-zho 618
pol-por 5,839
pol-ron 3,159
pol-rus 5,014
pol-slk 1,918
pol-slv 1,382
pol-spa 7,190
pol-sqi 134
pol-srp 492
pol-swe 3,698
pol-tgl 374
pol-tha 1,457
pol-tur 3,931
pol-ukr 2,370
pol-urd 319
pol-vie 1,493
pol-zho 1,105
por-ron 3,026
por-rus 6,514
por-slk 1,562
por-slv 1,295
por-spa 16,084
por-sqi 178
por-srp 402
por-swe 4,235
por-tgl 504
por-tha 1,636
por-tur 5,001
por-ukr 1,892
por-urd 437
por-vie 2,326
por-zho 2,068
ron-rus 2,811
ron-slk 1,678
ron-slv 1,271
ron-spa 3,375
ron-sqi 189
ron-srp 442
ron-swe 2,154
ron-tgl 328
ron-tha 995
ron-tur 2,518
ron-ukr 1,267
ron-urd 300
ron-vie 959
ron-zho 826
rus-slk 1,263
rus-slv 1,096
rus-spa 7,298
rus-sqi 152
rus-srp 455
rus-swe 2,741
rus-tgl 379
rus-tha 1,430
rus-tur 4,225
rus-ukr 15,251
rus-urd 372
rus-uzb 166
rus-vie 1,754
rus-zho 1,449
slk-slv 1,259
slk-spa 1,617
slk-sqi 165
slk-srp 561
slk-swe 1,574
slk-tgl 197
slk-tha 369
slk-tur 1,371
slk-ukr 944
slk-urd 193
slk-vie 409
slk-zho 852
slv-spa 1,144
slv-sqi 118
slv-srp 499
slv-swe 1,042
slv-tgl 163
slv-tha 224
slv-tur 1,151
slv-ukr 733
slv-urd 104
slv-vie 171
slv-zho 645
spa-sqi 175
spa-srp 396
spa-swe 4,884
spa-tgl 531
spa-tha 1,242
spa-tur 5,152
spa-ukr 2,117
spa-urd 388
spa-vie 2,048
spa-zho 2,961
sqi-swe 198
sqi-tur 153
sqi-ukr 130
srp-swe 344
srp-tur 449
srp-ukr 214
srp-zho 316
swe-tgl 371
swe-tha 1,008
swe-tur 2,446
swe-ukr 1,214
swe-urd 267
swe-vie 1,041
swe-zho 1,161
tgl-tha 202
tgl-tur 361
tgl-ukr 239
tgl-urd 196
tgl-vie 462
tgl-zho 252
tha-tur 1,423
tha-ukr 609
tha-urd 174
tha-vie 1,272
tha-zho 298
tur-ukr 1,722
tur-urd 345
tur-vie 1,873
tur-zho 1,270
ukr-urd 235
ukr-uzb 136
ukr-vie 687
ukr-zho 675
urd-vie 314
vie-zho 646
Table of all 1001 language pairs (ordered by size)
Language pair # Samples
deu-eng 37,348
eng-fra 37,208
eng-spa 35,446
deu-fra 27,727
fra-spa 23,311
fra-ita 20,002
deu-spa 19,739
eng-ita 19,661
deu-ita 18,787
ita-spa 16,534
por-spa 16,084
eng-nld 15,613
rus-ukr 15,251
fra-nld 14,684
deu-nld 14,211
fra-por 13,265
eng-por 12,406
deu-por 11,319
ita-por 10,924
nld-spa 9,555
eng-rus 9,360
ita-nld 9,160
deu-rus 8,346
fra-rus 8,145
deu-pol 8,053
fra-pol 7,346
rus-spa 7,298
pol-spa 7,190
nld-por 7,021
ita-pol 6,997
eng-pol 6,868
ita-rus 6,597
por-rus 6,514
eng-swe 6,005
pol-por 5,839
deu-swe 5,772
nld-pol 5,743
ara-eng 5,698
deu-jpn 5,408
fra-tur 5,350
deu-tur 5,195
fra-jpn 5,171
spa-tur 5,152
nld-swe 5,072
pol-rus 5,014
fra-swe 5,006
por-tur 5,001
eng-zho 4,959
spa-swe 4,884
jpn-kor 4,820
ita-tur 4,791
ita-swe 4,741
eng-tur 4,606
dan-eng 4,512
jpn-spa 4,383
dan-deu 4,337
dan-swe 4,268
por-swe 4,235
nld-rus 4,230
rus-tur 4,225
deu-kor 4,182
fra-kor 4,144
dan-nld 4,099
ita-jpn 4,081
ara-spa 4,025
ara-fra 3,971
jpn-por 3,948
pol-tur 3,931
dan-ita 3,818
eng-jpn 3,807
dan-fra 3,802
eng-ukr 3,778
ces-eng 3,775
fin-swe 3,774
nld-tur 3,741
pol-swe 3,698
ita-kor 3,616
deu-ron 3,598
dan-spa 3,571
kor-spa 3,481
ces-ita 3,463
eng-ind 3,454
ara-por 3,443
eng-fin 3,443
kor-por 3,426
ces-deu 3,420
ron-spa 3,375
ces-pol 3,367
ita-ron 3,360
deu-fin 3,328
fra-ron 3,295
ces-fra 3,290
fin-nld 3,278
ara-deu 3,271
ind-por 3,257
fra-ind 3,253
jpn-rus 3,232
dan-por 3,206
ara-ita 3,179
ind-spa 3,176
fin-fra 3,170
nor-swe 3,165
pol-ron 3,159
fra-zho 3,144
ces-nld 3,130
ces-spa 3,094
ind-ita 3,070
eng-ron 3,039
por-ron 3,026
fin-ita 2,973
spa-zho 2,961
fin-spa 2,960
jpn-nld 2,894
nld-ron 2,888
deu-ind 2,879
dan-fin 2,848
ara-rus 2,831
kor-rus 2,817
ita-zho 2,814
ron-rus 2,811
ind-tur 2,798
ell-eng 2,790
deu-nor 2,783
dan-pol 2,774
rus-swe 2,741
fin-por 2,700
eng-nor 2,666
nld-nor 2,664
cat-spa 2,648
kor-nld 2,633
dan-nor 2,603
nor-spa 2,603
ind-rus 2,592
deu-ell 2,561
eng-kor 2,558
fra-nor 2,558
ces-slk 2,551
ell-ita 2,530
ell-fra 2,520
ron-tur 2,518
ita-nor 2,516
deu-zho 2,508
ell-spa 2,474
swe-tur 2,446
fin-pol 2,433
ind-pol 2,423
kor-pol 2,392
ces-dan 2,377
pol-ukr 2,370
por-vie 2,326
ces-ron 2,321
ces-swe 2,316
ces-por 2,314
fra-vie 2,306
ind-nld 2,305
deu-ukr 2,303
ara-tur 2,293
ell-nld 2,240
hun-ita 2,220
eng-hin 2,219
jpn-pol 2,217
jpn-tur 2,206
eng-hun 2,185
dan-tur 2,180
deu-hun 2,175
deu-vie 2,168
fra-ukr 2,162
ron-swe 2,154
ell-por 2,145
ces-rus 2,144
ces-hun 2,141
bul-eng 2,133
fra-hun 2,126
ces-tur 2,121
spa-ukr 2,117
ita-vie 2,100
hun-spa 2,099
nor-por 2,096
dan-rus 2,083
kor-tur 2,075
hin-por 2,071
ces-fin 2,070
fra-hin 2,069
por-zho 2,068
deu-slk 2,064
fin-nor 2,055
dan-ron 2,052
ell-pol 2,051
spa-vie 2,048
ara-nld 2,047
hun-pol 2,028
ces-ell 2,003
nor-pol 1,993
fin-rus 1,968
fin-tur 1,967
ita-slk 1,959
hun-ron 1,938
pol-slk 1,918
hun-nld 1,915
por-ukr 1,892
fin-ron 1,889
bul-deu 1,886
ita-ukr 1,879
tur-vie 1,873
hun-por 1,870
ara-ind 1,857
ara-zho 1,855
fra-slk 1,831
ell-ron 1,826
eng-slk 1,823
hin-spa 1,815
bul-ita 1,811
ara-pol 1,805
nld-zho 1,804
ell-tur 1,797
kor-swe 1,790
ell-swe 1,767
jpn-swe 1,767
rus-vie 1,754
ind-vie 1,750
hun-tur 1,746
hin-rus 1,734
deu-hin 1,728
jpn-zho 1,728
tur-ukr 1,722
bul-spa 1,720
bul-fra 1,707
nld-slk 1,699
ron-slk 1,678
ind-jpn 1,645
ind-swe 1,645
por-tha 1,636
bul-pol 1,635
hin-tur 1,635
ell-fin 1,631
ind-ron 1,626
hun-swe 1,624
hin-ita 1,622
slk-spa 1,617
dan-hun 1,608
ita-slv 1,607
dan-jpn 1,596
ell-rus 1,582
slk-swe 1,574
por-slk 1,562
fin-hun 1,542
hun-rus 1,540
bul-ron 1,534
nor-tur 1,530
bul-por 1,528
ara-swe 1,525
ind-kor 1,515
deu-tha 1,501
deu-slv 1,496
dan-ell 1,495
pol-vie 1,493
bul-ces 1,485
fra-tha 1,483
bul-rus 1,476
bul-nld 1,474
ell-hun 1,468
nld-ukr 1,466
dan-kor 1,463
dan-slk 1,459
pol-tha 1,457
hin-ind 1,454
eng-slv 1,450
rus-zho 1,449
bul-ell 1,446
rus-tha 1,430
dan-ind 1,426
tha-tur 1,423
hin-pol 1,420
lav-rus 1,412
nor-ron 1,412
ara-jpn 1,388
kor-vie 1,386
fin-slk 1,385
ara-dan 1,384
pol-slv 1,382
slk-tur 1,371
ces-slv 1,370
ben-eng 1,367
jpn-vie 1,356
nor-rus 1,355
nld-slv 1,354
hun-slk 1,338
ces-nor 1,335
fra-slv 1,335
bul-hun 1,332
hin-vie 1,331
bul-swe 1,330
nld-vie 1,326
ara-ron 1,324
dan-zho 1,324
por-slv 1,295
ces-ind 1,287
ces-ukr 1,285
tha-vie 1,272
ron-slv 1,271
tur-zho 1,270
fin-kor 1,268
ron-ukr 1,267
ara-ell 1,266
ara-kor 1,266
ell-slk 1,265
ara-ces 1,264
eng-vie 1,264
rus-slk 1,263
fin-ind 1,260
slk-slv 1,259
ind-tha 1,258
spa-tha 1,242
nld-tha 1,241
hin-nld 1,239
bul-dan 1,226
ita-tha 1,224
bul-tur 1,220
swe-ukr 1,214
kor-ron 1,210
ind-ukr 1,208
bul-fin 1,205
ell-ind 1,194
eng-lit 1,185
fin-jpn 1,184
ben-hin 1,174
jpn-ron 1,172
ind-zho 1,169
dan-slv 1,168
deu-lit 1,165
swe-zho 1,161
bul-slk 1,154
cat-eng 1,152
fin-zho 1,152
slv-tur 1,151
slv-spa 1,144
ara-fin 1,135
ell-nor 1,135
hin-jpn 1,128
heb-ita 1,126
kor-tha 1,126
ara-vie 1,113
pol-zho 1,105
heb-spa 1,098
rus-slv 1,096
ell-ukr 1,093
fin-ukr 1,090
fin-slv 1,088
kor-zho 1,087
dan-ukr 1,086
jpn-nor 1,082
eng-lav 1,079
heb-por 1,076
bul-ukr 1,074
deu-heb 1,072
lav-lit 1,061
ara-ukr 1,056
hun-ukr 1,050
lit-spa 1,049
fra-heb 1,046
slv-swe 1,042
swe-vie 1,041
bul-slv 1,034
hun-nor 1,033
lit-pol 1,026
hun-ind 1,020
swe-tha 1,008
ces-lit 1,002
ces-zho 999
ara-hin 998
ron-tha 995
ell-zho 993
heb-nld 991
hun-slv 981
ara-heb 978
deu-lav 973
hin-kor 973
ell-jpn 967
lit-rus 961
ron-vie 959
lav-pol 951
slk-ukr 944
kor-nor 943
heb-rus 941
ind-slv 938
lit-por 928
ara-bul 921
ind-slk 916
lav-por 905
heb-pol 899
hin-swe 899
ara-hun 898
lav-spa 894
fin-lit 889
hin-ron 889
jpn-tha 889
eng-heb 882
ces-lav 875
fra-lit 872
ell-kor 868
ara-slk 863
ita-lav 862
ces-kor 860
lit-slk 859
ell-slv 858
heb-swe 857
lit-ron 856
est-rus 853
bul-nor 852
slk-zho 852
est-lav 841
deu-est 837
fin-lav 836
est-pol 835
ita-lit 835
lit-nld 827
fin-heb 826
heb-tur 826
ron-zho 826
lav-nld 825
hun-jpn 824
lav-swe 819
ara-nor 817
dan-heb 816
eng-tha 814
nor-slk 807
bul-lit 803
ces-jpn 800
ind-nor 800
dan-lav 799
lit-swe 798
est-fin 790
hun-kor 790
lav-slk 789
est-lit 787
dan-lit 781
lav-ron 780
est-spa 774
dan-vie 772
ces-est 769
ell-lit 764
est-nld 762
fra-lav 762
jpn-ukr 761
ell-vie 759
heb-ron 756
eng-est 755
aze-rus 746
hun-lit 746
lit-tur 744
est-por 742
est-swe 740
lav-tur 737
bul-ind 735
dan-tha 735
slv-ukr 733
hun-lav 724
hin-tha 722
bul-est 719
ara-slv 716
kor-ukr 714
dan-est 712
hin-ukr 711
bul-lav 710
est-ita 707
fin-tha 707
ces-heb 699
ara-tha 688
est-fra 688
ukr-vie 687
ell-tha 685
ell-heb 683
kaz-rus 683
est-slk 680
est-ron 677
heb-ind 677
dan-hin 675
ukr-zho 675
est-hun 674
kor-slk 664
hun-zho 655
est-tur 649
ell-lav 648
vie-zho 646
slv-zho 645
ben-por 640
lit-ukr 639
hun-tha 620
ben-fra 619
nor-zho 618
nor-ukr 617
ben-rus 616
ell-est 615
hin-mar 615
ara-fas 609
ita-srp 609
tha-ukr 609
fin-vie 607
lit-slv 607
aze-eng 603
hun-vie 601
cat-fra 598
ell-hin 588
bul-heb 585
nor-slv 585
ben-spa 581
lav-ukr 579
nor-tha 576
jpn-slk 571
deu-fas 570
heb-slv 570
bul-zho 567
lit-nor 567
ben-mar 566
fra-tgl 565
slk-srp 561
heb-kor 557
heb-slk 557
eng-fas 556
heb-nor 556
fin-hin 552
eng-tgl 551
hin-urd 545
ben-deu 542
ara-ben 541
est-slv 531
spa-tgl 531
aze-hin 527
ces-tha 527
aze-ukr 520
fas-rus 518
lav-slv 518
ces-vie 517
heb-hun 512
heb-tha 510
est-ukr 506
por-tgl 504
fas-fra 501
fas-spa 500
heb-zho 500
hin-hun 500
slv-srp 499
bul-jpn 492
pol-srp 492
ben-urd 488
fin-srp 483
nld-srp 483
ara-srp 481
ben-ita 481
ita-tgl 481
fas-tur 479
ben-tur 477
bul-tha 475
deu-tgl 472
eng-msa 469
heb-ukr 469
kaz-ukr 468
ben-ind 467
bul-kor 465
fas-por 465
tgl-vie 462
fra-srp 455
ind-msa 455
rus-srp 455
hin-nor 451
deu-hrv 450
deu-srp 449
srp-tur 449
fas-ita 443
lav-nor 443
ron-srp 442
por-urd 437
est-nor 425
ind-srp 425
ind-lav 422
isl-ita 421
msa-por 420
ben-nld 419
ind-lit 419
ben-vie 418
cat-ita 418
nor-vie 417
hin-tgl 416
heb-jpn 413
aze-kaz 412
slk-vie 409
fra-msa 408
ara-lit 403
por-srp 402
ben-pol 401
msa-spa 397
deu-kaz 396
spa-srp 396
aze-por 395
ita-msa 394
ara-est 390
bul-hin 389
aze-tur 388
spa-urd 388
fra-kaz 386
lit-zho 386
aze-ben 384
deu-urd 382
kaz-pol 382
ind-urd 380
kaz-spa 380
fas-vie 379
rus-tgl 379
aze-spa 378
ind-tgl 378
aze-fra 375
pol-tgl 374
rus-urd 372
fra-urd 371
hin-slk 371
swe-tgl 371
cat-por 370
fas-ind 370
heb-hin 370
kaz-por 370
slk-tha 369
aze-deu 368
msa-pol 367
isl-spa 366
aze-ita 363
fas-pol 363
nld-tgl 363
ces-srp 362
tgl-tur 361
ara-tgl 360
bul-kaz 360
dan-srp 358
eng-isl 358
kaz-nld 358
ita-urd 355
hin-zho 354
ita-kaz 353
msa-rus 353
ben-ukr 352
msa-tur 352
aze-pol 350
ben-ron 349
fas-hin 348
fra-isl 347
eng-kaz 346
ben-jpn 345
msa-nld 345
tur-urd 345
srp-swe 344
msa-swe 342
isl-pol 341
isl-por 341
kaz-tur 340
bul-vie 339
aze-nld 338
ell-srp 338
heb-vie 337
eng-hrv 336
kaz-ron 336
ben-swe 335
jpn-lav 332
ara-lav 331
aze-bul 329
est-jpn 328
ron-tgl 328
dan-isl 327
fas-jpn 327
jpn-lit 327
est-ind 323
fas-swe 323
jpn-tgl 322
ces-hin 319
hin-kaz 319
jpn-slv 319
pol-urd 319
fin-kaz 318
kaz-swe 318
srp-zho 316
msa-ron 314
urd-vie 314
hrv-slk 313
aze-swe 312
ell-fas 312
isl-swe 312
ara-msa 311
hun-kaz 311
isl-nld 311
ara-urd 309
ara-aze 307
heb-srp 307
fas-ron 306
est-hin 304
fas-nld 304
ara-kaz 303
aze-ell 303
dan-msa 303
eng-srp 303
est-kor 303
cat-deu 302
aze-ron 301
ron-urd 300
dan-kaz 299
ind-kaz 299
fas-kor 298
tha-zho 298
fas-ukr 297
kor-lav 297
kor-slv 297
bul-srp 296
ell-kaz 296
ben-ell 295
lav-zho 295
deu-isl 294
hun-srp 293
jpn-urd 291
ben-kaz 290
hin-lav 290
hrv-ita 289
nld-urd 289
aze-hun 288
ben-kor 287
est-kaz 287
heb-lit 286
aze-fin 285
fas-urd 285
fin-isl 285
ben-fin 284
ces-msa 284
eng-mar 280
fin-tgl 278
kaz-slk 278
ell-tgl 277
est-vie 276
ces-kaz 275
ell-msa 275
deu-msa 274
kaz-lav 274
aze-ces 273
kaz-lit 272
ces-tgl 271
mar-urd 270
ell-urd 269
ben-bul 268
eng-urd 268
swe-urd 267
kor-lit 265
bul-fas 263
dan-tgl 263
kat-rus 262
est-zho 260
aze-ind 259
ben-hun 259
hun-tgl 258
kat-spa 258
kor-tgl 258
aze-lit 255
aze-vie 254
aze-lav 252
kaz-vie 252
tgl-zho 252
fin-msa 251
aze-slk 250
fin-hrv 250
kor-urd 250
hin-lit 248
aze-est 245
ben-tha 244
kaz-urd 243
ben-dan 242
msa-nor 242
hrv-ron 241
msa-ukr 241
tgl-ukr 239
msa-slv 238
bul-tgl 237
est-heb 237
aze-dan 236
fas-zho 236
ukr-urd 235
dan-fas 234
fra-hrv 232
hun-msa 232
heb-msa 230
bul-msa 229
msa-tha 229
aze-urd 228
est-tha 228
fas-hun 228
ben-slk 226
mar-swe 226
fas-fin 225
slv-tha 224
ita-sqi 222
mar-nld 222
ces-hrv 219
eng-sqi 219
hrv-slv 219
jpn-kaz 219
deu-kat 218
ben-tgl 217
hrv-nld 216
fin-urd 215
lav-tha 215
ben-ces 214
srp-ukr 214
ell-hrv 213
hrv-spa 213
kaz-mar 213
hun-mar 212
isl-nor 212
isl-ron 212
bul-hrv 211
cat-nld 211
lit-vie 209
kaz-slv 208
ben-fas 207
hrv-por 207
fas-slk 206
ben-lav 205
deu-mar 205
fra-kat 204
hun-urd 204
mar-ron 204
lav-vie 203
dan-urd 202
kat-pol 202
tgl-tha 202
ben-est 200
hin-slv 200
kat-ukr 200
hun-isl 199
mar-rus 199
mar-ukr 199
aze-mar 198
isl-slk 198
mar-spa 198
sqi-swe 198
eng-kat 197
slk-tgl 197
kat-por 196
tgl-urd 196
fas-tgl 195
mar-por 194
ita-kat 193
slk-urd 193
aze-slv 191
ben-lit 190
bul-isl 190
bul-mar 190
est-urd 190
mar-slk 190
kat-nld 189
ron-sqi 189
dan-hrv 188
hrv-rus 188
lav-mar 188
mar-tur 188
ell-mar 187
nor-srp 187
est-isl 185
hrv-hun 185
ita-mar 185
ind-mar 184
isl-lit 184
isl-tur 184
kat-ron 184
isl-rus 183
dan-mar 182
ell-isl 182
deu-sqi 181
ell-sqi 181
kaz-tgl 181
bul-urd 180
hrv-pol 180
lav-urd 180
est-tgl 178
hrv-swe 178
por-sqi 178
fas-kaz 177
lit-tha 177
mar-pol 177
ara-kat 176
aze-fas 176
heb-lav 176
hin-msa 176
ben-zho 175
fin-mar 175
fra-mar 175
spa-sqi 175
ara-mar 174
ces-fas 174
tha-urd 174
cat-rus 173
est-mar 173
nor-tgl 173
cat-pol 172
dan-sqi 172
hrv-nor 172
est-fas 171
fin-kat 171
isl-lav 171
slv-vie 171
fas-lav 169
ces-sqi 167
isl-kor 167
lit-tgl 167
aze-jpn 166
ces-isl 166
rus-uzb 166
kat-swe 165
slk-sqi 165
fas-tha 164
lav-tgl 163
slv-tgl 163
kaz-nor 162
lit-mar 162
fas-lit 161
kat-tur 161
aze-tgl 159
ces-mar 158
fas-nor 158
nld-sqi 158
cat-swe 156
bul-sqi 155
fra-sqi 155
mar-tgl 155
isl-jpn 154
kat-kaz 153
sqi-tur 153
fin-sqi 152
hin-kat 152
kat-lit 152
kaz-kor 152
rus-sqi 152
ara-sqi 151
aze-uzb 151
ell-kat 151
lit-urd 151
mar-vie 151
ben-nor 150
jpn-srp 148
aze-nor 147
kat-lav 147
cat-ron 145
fas-mar 144
hrv-tur 144
hun-sqi 144
msa-vie 144
bul-kat 143
isl-tha 143
kaz-zho 143
mar-slv 141
ara-cat 140
ben-slv 140
ces-kat 139
jpn-mar 139
nor-urd 138
dan-kat 136
lit-sqi 136
ukr-uzb 136
hun-kat 135
pol-sqi 134
cat-dan 130
sqi-ukr 130
ben-kat 129
kat-slk 129
hrv-zho 128
kor-srp 127
lav-sqi 127
cat-ces 125
ind-kat 125
kor-msa 125
est-kat 124
jpn-kat 124
cat-hun 123
fas-slv 123
kaz-uzb 123
est-srp 121
ces-urd 120
msa-slk 120
aze-zho 118
slv-sqi 118
cat-fin 115
jpn-msa 114
kat-urd 114
heb-kat 113
cat-ell 112
cat-ukr 112
aze-kat 111
cat-tur 111
lav-srp 111
kat-kor 109
hrv-lit 108
kaz-tha 108
lit-srp 108
cat-kor 105
kat-slv 104
nor-sqi 104
slv-urd 104
mar-nor 102
aze-kor 100

Construction Method

  1. Extraction of QAs from WebFAQ (removing near-duplicates).
  2. Computation of LaBSE embeddings for each QA text.
  3. Similarity-based candidate matching within the same website but across different languages.
  4. Automated QA alignment validation: GPT-based translation scoring to prune low-quality matches, targeting ~95% precision.

Structure

Each dataset file focuses on one language pair, e.g. eng-deu. The typical row structure includes:

  • origin: Specifies the FAQ's website through scheme, host, and optionally, port.
  • labse_similarity: LaBSE similarity score between the concatenated text of question and answer in the two languages.
  • url: URL of the webpage where the QA pair was extracted.
  • question1: Question in the first language.
  • question2: Question in the second language.
  • answer1: Answer in the first language.
  • answer2: Answer in the second language.
  • details: Additional metadata such as urls, topics, or question types of the two original QA pairs.

Note: The bilingual dataset does not include an official train/validation/test split. If you require such splits (e.g., for training models), you can create them programmatically. Furthermore, the language pair is not given as a field in the dataset, as it is specified through the selected subset. The topic and question type are given only for those QAs in languages among the 49 languages with ≥100 websites.

Examples

A sample row in JSON-like form (e.g., deu-jpn dataset) might look like:

{
  "origin": "http://hanting.airporthotelshanghai.com",
  "labse_similarity": 0.946659,
  "question1": "Wieviel kostet der Aufenthalt in der Hanting Express Shanghai Pudong Airport?",
  "question2": "Hanting Express Shanghai Pudong Airportの宿泊料金はいくらですか?",
  "answer1": "Die Preise beginnen bei CNY264, Dies hängt vom Zimmertyp und dem Datum ab.",
  "answer2": "宿泊料金はCNY264から、部屋のタイプと日付によって異なります。",
  "details": {
    "urls": ["http://hanting.airporthotelshanghai.com/de/", "http://hanting.airporthotelshanghai.com/ja/"],
    "topics": [ "Traveling and Hospitality", "Traveling and Hospitality"],
    "question_types": ["What", "Is, are, do, does"]
  }
}

Loading with 🤗 Datasets:

from datasets import load_dataset

# e.g. load the 'deu-jpn' bitext subset
dataset = load_dataset("PaDaS-Lab/webfaq-bitexts", "deu-jpn")["default"]

print(dataset[0])
# Example output:
# {
#   'origin': 'http://hanting.airporthotelshanghai.com',
#   'labse_similarity': 0.946659,
#   'question1': 'Wieviel kostet der Aufenthalt in der Hanting Express Shanghai Pudong Airport?',
#   'question2': 'Hanting Express Shanghai Pudong Airportの宿泊料金はいくらですか?',
#   'answer1': 'Die Preise beginnen bei CNY264, Dies hängt vom Zimmertyp und dem Datum ab.',
#   'answer2': '宿泊料金はCNY264から、部屋のタイプと日付によって異なります。',
#   'details': {
#     'urls': ['http://hanting.airporthotelshanghai.com/de/', 'http://hanting.airporthotelshanghai.com/ja/'],
#     'topics': ['Traveling and Hospitality', 'Traveling and Hospitality'],
#     'question_types': ['What', 'Is, are, do, does']
#   }
# }

Considerations

Please note the following considerations when using the collected QAs:

  • [Q&A Dataset] Risk of Duplicate or Near-Duplicate Content: The raw Q&A dataset is large and includes minor paraphrases.
  • [Retrieval Dataset] Sparse Relevance: As raw FAQ data, each question typically has one “best” (on-page) answer. Additional valid answers may exist on other websites but are not labeled as relevant.
  • Language Detection Limitations: Some QA pairs mix languages, or contain brand names, which can confuse automatic language classification.
  • No Guarantee of Factual Accuracy: Answers reflect the content of the source websites. They may include outdated, biased, or incorrect information.
  • Copyright and Privacy: Please ensure compliance with any applicable laws and the source website’s terms.

Additional remarks

  1. Translation Quality

    • While GPT-based scoring ensures ~95% precision, noise may still exist.
    • Some FAQ pairs could be partially relevant or partially aligned.
  2. Unbalanced Pair Sizes

    • Large pairs (e.g., eng-deu) contain more data than smaller ones (e.g., fas-lit).

License

The Collection of WebFAQ Datasets is shared under Creative Commons Attribution 4.0 (CC BY 4.0) license.

Note: The dataset is derived from public webpages in Common Crawl snapshots (2022–2024) and intended for research purposes. Each FAQ’s text is published by the original website under their terms. Downstream users should verify any usage constraints from the original websites as well as Common Crawl’s Terms of Use.

Citation

If you use this dataset in your research, please consider citing the associated paper:

@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 and feedback, please feel free to contact us via E-Mail ([email protected]) or start a discussion on HuggingFace or GitHub.

Acknowledgement

We thank the Common Crawl and Web Data Commons teams for providing the underlying data, and all contributors who helped shape the WebFAQ project.

Thank you

We hope the Collection of WebFAQ Datasets serves as a valuable resource for your research. Please consider citing it in any publications or projects that use it. If you encounter issues or want to contribute improvements, feel free to get in touch with us on HuggingFace or GitHub.

Happy researching!

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