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{"mkqa": {"description": "We introduce MKQA, an open-domain question answering evaluation set comprising 10k question-answer pairs sampled from the Google Natural Questions dataset, aligned across 26 typologically diverse languages (260k question-answer pairs in total). For each query we collected new passage-independent answers. These queries and answers were then human translated into 25 Non-English languages.\n", "citation": "@misc{mkqa,\n title = {MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering},\n author = {Shayne Longpre and Yi Lu and Joachim Daiber},\n year = {2020},\n URL = {https://arxiv.org/pdf/2007.15207.pdf}\n}\n", "homepage": "https://github.com/apple/ml-mkqa", "license": "CC BY-SA 3.0", "features": {"example_id": {"dtype": "string", "id": null, "_type": "Value"}, "queries": {"ar": {"dtype": "string", "id": null, "_type": "Value"}, "da": {"dtype": "string", "id": null, "_type": "Value"}, "de": {"dtype": "string", "id": null, "_type": "Value"}, "en": {"dtype": "string", "id": null, "_type": "Value"}, "es": {"dtype": "string", "id": null, "_type": "Value"}, "fi": {"dtype": "string", "id": null, "_type": "Value"}, "fr": {"dtype": "string", "id": null, "_type": "Value"}, "he": {"dtype": "string", "id": null, "_type": "Value"}, "hu": {"dtype": "string", "id": null, "_type": "Value"}, "it": {"dtype": "string", "id": null, "_type": "Value"}, "ja": {"dtype": "string", "id": null, "_type": "Value"}, "ko": {"dtype": "string", "id": null, "_type": "Value"}, "km": {"dtype": "string", "id": null, "_type": "Value"}, "ms": {"dtype": "string", "id": null, "_type": "Value"}, "nl": {"dtype": "string", "id": null, "_type": "Value"}, "no": {"dtype": "string", "id": null, "_type": "Value"}, "pl": {"dtype": "string", "id": null, "_type": "Value"}, "pt": {"dtype": "string", "id": null, "_type": "Value"}, "ru": {"dtype": "string", "id": null, "_type": "Value"}, "sv": {"dtype": "string", "id": null, "_type": "Value"}, "th": {"dtype": "string", "id": null, "_type": "Value"}, "tr": {"dtype": "string", "id": null, "_type": "Value"}, "vi": {"dtype": "string", "id": null, "_type": "Value"}, "zh_cn": {"dtype": "string", "id": null, "_type": "Value"}, "zh_hk": {"dtype": "string", "id": null, "_type": "Value"}, "zh_tw": {"dtype": "string", "id": null, "_type": "Value"}}, "query": {"dtype": "string", "id": null, "_type": "Value"}, "answers": {"ar": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "da": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "de": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "en": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "es": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "fi": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "fr": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "he": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "hu": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "it": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "ja": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "ko": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "km": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "ms": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "nl": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "no": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "pl": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "pt": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": "ClassLabel"}, "entity": {"dtype": "string", "id": null, "_type": "Value"}, "text": {"dtype": "string", "id": null, "_type": "Value"}, "aliases": [{"dtype": "string", "id": null, "_type": "Value"}]}], "ru": [{"type": {"num_classes": 8, "names": ["entity", "long_answer", "unanswerable", "date", "number", "number_with_unit", "short_phrase", "binary"], "id": null, "_type": 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