mteb/MLQARetrieval
MLQARetrieval An MTEB dataset Massive Text Embedding Benchmark MLQA (MultiLingual Question Answering) is a benchmark dataset for evaluating cross-lingual question answering performance. MLQA consists of over 5K extractive QA instances (12K in English) in SQuAD format in seven languages - English, Arabic, German, Spanish, Hindi, Vietnamese and Simplified Chinese. MLQA is highly parallel, with QA instances parallel between 4 different languages on average.… See the full description on the dataset page: https://huggingface.co/datasets/mteb/MLQARetrieval.
21.7k
1name: MLQARetrieval2description: MLQA (MultiLingual Question Answering) is a benchmark dataset for evaluating3 cross-lingual question answering performance. MLQA consists of over 5K extractive4 QA instances (12K in English) in SQuAD format in seven languages - English, Arabic,5 German, Spanish, Hindi, Vietnamese and Simplified Chinese. MLQA is highly parallel,6 with QA instances parallel between 4 different languages on average.7evaluation_framework: mteb8tasks:9- id: MLQARetrieval10- id: MLQARetrieval_ara-ara_validation11 config: ara-ara12 split: validation13- id: MLQARetrieval_ara-ara_test14 config: ara-ara15 split: test16- id: MLQARetrieval_ara-deu_validation17 config: ara-deu18 split: validation19- id: MLQARetrieval_ara-deu_test20 config: ara-deu21 split: test22- id: MLQARetrieval_ara-eng_validation23 config: ara-eng24 split: validation25- id: MLQARetrieval_ara-eng_test26 config: ara-eng27 split: test28- id: MLQARetrieval_ara-spa_validation29 config: ara-spa30 split: validation31- id: MLQARetrieval_ara-spa_test32 config: ara-spa33 split: test34- id: MLQARetrieval_ara-hin_validation35 config: ara-hin36 split: validation37- id: MLQARetrieval_ara-hin_test38 config: ara-hin39 split: test40- id: MLQARetrieval_ara-vie_validation41 config: ara-vie42 split: validation43- id: MLQARetrieval_ara-vie_test44 config: ara-vie45 split: test46- id: MLQARetrieval_ara-zho_validation47 config: ara-zho48 split: validation49- id: MLQARetrieval_ara-zho_test50 config: ara-zho51 split: test52- id: MLQARetrieval_deu-ara_validation53 config: deu-ara54 split: validation55- id: MLQARetrieval_deu-ara_test56 config: deu-ara57 split: test58- id: MLQARetrieval_deu-deu_validation59 config: deu-deu60 split: validation61- id: MLQARetrieval_deu-deu_test62 config: deu-deu63 split: test64- id: MLQARetrieval_deu-eng_validation65 config: deu-eng66 split: validation67- id: MLQARetrieval_deu-eng_test68 config: deu-eng69 split: test70- id: MLQARetrieval_deu-spa_validation71 config: deu-spa72 split: validation73- id: MLQARetrieval_deu-spa_test74 config: deu-spa75 split: test76- id: MLQARetrieval_deu-hin_validation77 config: deu-hin78 split: validation79- id: MLQARetrieval_deu-hin_test80 config: deu-hin81 split: test82- id: MLQARetrieval_deu-vie_validation83 config: deu-vie84 split: validation85- id: MLQARetrieval_deu-vie_test86 config: deu-vie87 split: test88- id: MLQARetrieval_deu-zho_validation89 config: deu-zho90 split: validation91- id: MLQARetrieval_deu-zho_test92 config: deu-zho93 split: test94- id: MLQARetrieval_eng-ara_validation95 config: eng-ara96 split: validation97- id: MLQARetrieval_eng-ara_test98 config: eng-ara99 split: test100- id: MLQARetrieval_eng-deu_validation101 config: eng-deu102 split: validation103- id: MLQARetrieval_eng-deu_test104 config: eng-deu105 split: test106- id: MLQARetrieval_eng-eng_validation107 config: eng-eng108 split: validation109- id: MLQARetrieval_eng-eng_test110 config: eng-eng111 split: test112- id: MLQARetrieval_eng-spa_validation113 config: eng-spa114 split: validation115- id: MLQARetrieval_eng-spa_test116 config: eng-spa117 split: test118- id: MLQARetrieval_eng-hin_validation119 config: eng-hin120 split: validation121- id: MLQARetrieval_eng-hin_test122 config: eng-hin123 split: test124- id: MLQARetrieval_eng-vie_validation125 config: eng-vie126 split: validation127- id: MLQARetrieval_eng-vie_test128 config: eng-vie129 split: test130- id: MLQARetrieval_eng-zho_validation131 config: eng-zho132 split: validation133- id: MLQARetrieval_eng-zho_test134 config: eng-zho135 split: test136- id: MLQARetrieval_spa-ara_validation137 config: spa-ara138 split: validation139- id: MLQARetrieval_spa-ara_test140 config: spa-ara141 split: test142- id: MLQARetrieval_spa-deu_validation143 config: spa-deu144 split: validation145- id: MLQARetrieval_spa-deu_test146 config: spa-deu147 split: test148- id: MLQARetrieval_spa-eng_validation149 config: spa-eng150 split: validation151- id: MLQARetrieval_spa-eng_test152 config: spa-eng153 split: test154- id: MLQARetrieval_spa-spa_validation155 config: spa-spa156 split: validation157- id: MLQARetrieval_spa-spa_test158 config: spa-spa159 split: test160- id: MLQARetrieval_spa-hin_validation161 config: spa-hin162 split: validation163- id: MLQARetrieval_spa-hin_test164 config: spa-hin165 split: test166- id: MLQARetrieval_spa-vie_validation167 config: spa-vie168 split: validation169- id: MLQARetrieval_spa-vie_test170 config: spa-vie171 split: test172- id: MLQARetrieval_spa-zho_validation173 config: spa-zho174 split: validation175- id: MLQARetrieval_spa-zho_test176 config: spa-zho177 split: test178- id: MLQARetrieval_hin-ara_validation179 config: hin-ara180 split: validation181- id: MLQARetrieval_hin-ara_test182 config: hin-ara183 split: test184- id: MLQARetrieval_hin-deu_validation185 config: hin-deu186 split: validation187- id: MLQARetrieval_hin-deu_test188 config: hin-deu189 split: test190- id: MLQARetrieval_hin-eng_validation191 config: hin-eng192 split: validation193- id: MLQARetrieval_hin-eng_test194 config: hin-eng195 split: test196- id: MLQARetrieval_hin-spa_validation197 config: hin-spa198 split: validation199- id: MLQARetrieval_hin-spa_test200 config: hin-spa201 split: test202- id: MLQARetrieval_hin-hin_validation203 config: hin-hin204 split: validation205- id: MLQARetrieval_hin-hin_test206 config: hin-hin207 split: test208- id: MLQARetrieval_hin-vie_validation209 config: hin-vie210 split: validation211- id: MLQARetrieval_hin-vie_test212 config: hin-vie213 split: test214- id: MLQARetrieval_hin-zho_validation215 config: hin-zho216 split: validation217- id: MLQARetrieval_hin-zho_test218 config: hin-zho219 split: test220- id: MLQARetrieval_vie-ara_validation221 config: vie-ara222 split: validation223- id: MLQARetrieval_vie-ara_test224 config: vie-ara225 split: test226- id: MLQARetrieval_vie-deu_validation227 config: vie-deu228 split: validation229- id: MLQARetrieval_vie-deu_test230 config: vie-deu231 split: test232- id: MLQARetrieval_vie-eng_validation233 config: vie-eng234 split: validation235- id: MLQARetrieval_vie-eng_test236 config: vie-eng237 split: test238- id: MLQARetrieval_vie-spa_validation239 config: vie-spa240 split: validation241- id: MLQARetrieval_vie-spa_test242 config: vie-spa243 split: test244- id: MLQARetrieval_vie-hin_validation245 config: vie-hin246 split: validation247- id: MLQARetrieval_vie-hin_test248 config: vie-hin249 split: test250- id: MLQARetrieval_vie-vie_validation251 config: vie-vie252 split: validation253- id: MLQARetrieval_vie-vie_test254 config: vie-vie255 split: test256- id: MLQARetrieval_vie-zho_validation257 config: vie-zho258 split: validation259- id: MLQARetrieval_vie-zho_test260 config: vie-zho261 split: test262- id: MLQARetrieval_zho-ara_validation263 config: zho-ara264 split: validation265- id: MLQARetrieval_zho-ara_test266 config: zho-ara267 split: test268- id: MLQARetrieval_zho-deu_validation269 config: zho-deu270 split: validation271- id: MLQARetrieval_zho-deu_test272 config: zho-deu273 split: test274- id: MLQARetrieval_zho-eng_validation275 config: zho-eng276 split: validation277- id: MLQARetrieval_zho-eng_test278 config: zho-eng279 split: test280- id: MLQARetrieval_zho-spa_validation281 config: zho-spa282 split: validation283- id: MLQARetrieval_zho-spa_test284 config: zho-spa285 split: test286- id: MLQARetrieval_zho-hin_validation287 config: zho-hin288 split: validation289- id: MLQARetrieval_zho-hin_test290 config: zho-hin291 split: test292- id: MLQARetrieval_zho-vie_validation293 config: zho-vie294 split: validation295- id: MLQARetrieval_zho-vie_test296 config: zho-vie297 split: test298- id: MLQARetrieval_zho-zho_validation299 config: zho-zho300 split: validation301- id: MLQARetrieval_zho-zho_test302 config: zho-zho303 split: test304 