Muennighoff/natural-instructions

该数据集是Super-Natural-Instructions的预处理版本，来源于https://github.com/allenai/natural-instructions/tree/master/splits。相同的输入可能会出现不同的输出，因此可以通过`id`或`inputs`字段进行去重。数据集包含多个训练任务，涵盖了问答生成、分类、文本生成等多种任务。

原始信息汇总

数据集概述

基本信息

• 语言: 英语 (en)
• 多语言性: 单语种
• 大小类别: 100M<n<1B
• 任务类别: 其他 (other)
• 注释创建者: 众包和专家生成

数据集内容

该数据集是Super-Natural-Instructions的预处理版本，源自AllenAI的natural-instructions项目。数据集中可能存在重复的输入，可以通过id或inputs字段进行去重。

训练任务

数据集包含多种任务，以下是部分任务示例：

• task001_quoref_question_generation
• task002_quoref_answer_generation
• task022_cosmosqa_passage_inappropriate_binary
• task023_cosmosqa_question_generation
• task024_cosmosqa_answer_generation
• task025_cosmosqa_incorrect_answer_generation
• task026_drop_question_generation
• task027_drop_answer_type_generation
• task028_drop_answer_generation
• task043_essential_terms_answering_incomplete_questions
• task044_essential_terms_identifying_essential_words
• task045_miscellaneous_sentence_paraphrasing
• task046_miscellaneous_question_typing
• task047_miscellaneous_answering_science_questions
• task059_ropes_story_generation
• task060_ropes_question_generation
• task061_ropes_answer_generation
• task062_bigbench_repeat_copy_logic
• task063_first_i_elements
• task064_all_elements_except_first_i
• task065_timetravel_consistent_sentence_classification
• task066_timetravel_binary_consistency_classification
• task067_abductivenli_answer_generation
• task068_abductivenli_incorrect_answer_generation
• task069_abductivenli_classification
• task070_abductivenli_incorrect_classification
• task071_abductivenli_answer_generation
• task072_abductivenli_answer_generation
• task073_commonsenseqa_answer_generation
• task074_squad1.1_question_generation
• task075_squad1.1_answer_generation
• task076_splash_correcting_sql_mistake
• task077_splash_explanation_to_sql
• task078_all_elements_except_last_i
• task079_conala_concat_strings
• task080_piqa_answer_generation
• task081_piqa_wrong_answer_generation
• task082_babi_t1_single_supporting_fact_question_generation
• task083_babi_t1_single_supporting_fact_answer_generation
• task084_babi_t1_single_supporting_fact_identify_relevant_fact
• task085_unnatural_addsub_arithmetic
• task087_new_operator_addsub_arithmetic
• task088_identify_typo_verification
• task089_swap_words_verification
• task090_equation_learner_algebra
• task091_all_elements_from_index_i_to_j
• task092_check_prime_classification
• task093_conala_normalize_lists
• task094_conala_calculate_mean
• task095_conala_max_absolute_value
• task096_conala_list_index_subtraction
• task097_conala_remove_duplicates
• task098_conala_list_intersection
• task099_reverse_elements_between_index_i_and_j
• task100_concatenate_all_elements_from_index_i_to_j
• task101_reverse_and_concatenate_all_elements_from_index_i_to_j
• task103_facts2story_long_text_generation
• task104_semeval_2019_task10_closed_vocabulary_mathematical_answer_generation
• task105_story_cloze-rocstories_sentence_generation
• task107_splash_question_to_sql
• task1087_two_number_sum
• task1088_array_of_products
• task1089_check_monotonic_array
• task108_contextualabusedetection_classification
• task109_smsspamcollection_spamsmsdetection
• task110_logic2text_sentence_generation
• task111_asset_sentence_simplification
• task112_asset_simple_sentence_identification
• task1135_xcsr_en_commonsense_mc_classification
• task113_count_frequency_of_letter
• task1146_country_capital
• task1147_country_currency
• task1148_maximum_ascii_value
• task1149_item_check_edible
• task114_is_the_given_word_longest
• task1150_delete_max_min
• task1151_swap_max_min
• task115_help_advice_classification
• task1167_penn_treebank_coarse_pos_tagging
• task1168_brown_coarse_pos_tagging
• task116_com2sense_commonsense_reasoning
• task1186_nne_hrngo_classification
• task1188_count_max_freq_char
• task1189_check_char_in_string
• task118_semeval_2019_task10_open_vocabulary_mathematical_answer_generation
• task1190_add_integer_to_list
• task1191_food_veg_nonveg
• task1192_food_flavor_profile
• task1193_food_course_classification
• task1194_kth_largest_element
• task1196_atomic_classification_oeffect
• task1197_atomic_classification_oreact
• task1198_atomic_classification_owant
• task1199_atomic_classification_xattr
• task119_semeval_2019_task10_geometric_mathematical_answer_generation
• task1200_atomic_classification_xeffect
• task1201_atomic_classification_xintent
• task1202_atomic_classification_xneed
• task1203_atomic_classification_xreact
• task1204_atomic_classification_hinderedby
• task1205_atomic_classification_isafter
• task1206_atomic_classification_isbefore
• task1207_atomic_classification_atlocation
• task1208_atomic_classification_xreason
• task1209_atomic_classification_objectuse
• task1210_atomic_classification_madeupof
• task1211_atomic_classification_hassubevent
• task1212_atomic_classification_hasproperty
• task1213_atomic_classification_desires
• task1214_atomic_classification_xwant
• task1215_atomic_classification_capableof
• task1216_atomic_classification_causes
• task1217_atomic_answer_generation
• task122_conala_list_index_addition
• task123_conala_sort_dictionary
• task124_conala_pair_averages
• task125_conala_pair_differences
• task126_scan_structured_text_generation_command_action_all
• task127_scan_long_text_generation_action_command_all
• task1283_hrngo_quality_classification
• task1284_hrngo_informativeness_classification
• task1285_kpa_keypoint_matching
• task1286_openbookqa_question_answering
• task1288_glue_mrpc_paraphrasing
• task1289_trec_classification
• task128_scan_structured_text_generation_command_action_short
• task1290_xsum_summarization
• task1291_multi_news_summarization
• task1292_yelp_review_full_text_categorization
• task1293_kilt_tasks_hotpotqa_question_answering
• task1294_wiki_qa_answer_verification
• task1295_adversarial_qa_question_answering
• task1296_wiki_hop_question_answering
• task129_scan_long_text_generation_action_command_short
• task1308_amazonreview_category_classification
• task1309_amazonreview_summary_classification
• task130_scan_structured_text_generation_command_action_long
• task1310_amazonreview_rating_classification
• task1311_amazonreview_rating_classification
• task1312_amazonreview_polarity_classification
• task1313_amazonreview_polarity_classification
• task1314_country_abbreviation
• task1315_find_range_array
• task1316_remove_duplicates_string
• task1317_country_calling_code
• task1318_country_national_dish
• task1319_country_by_barcode_prefix
• task131_scan_long_text_generation_action_command_long
• task1320_country_domain_tld
• task1321_country_continent
• task1322_country_government_type
• task1325_qa_zre_question_generation_on_subject_relation
• task1326_qa_zre_question_generation_from_answer
• task1327_qa_zre_answer_generation_from_question
• task1328_qa_zre_relation_generation_from_question
• task132_dais_text_modification
• task1331_reverse_array
• task1332_check_leap_year
• task1333_check_validity_date_ddmmyyyy
• task1336_peixian_equity_evaluation_corpus_gender_classifier
• task1338_peixian_equity_evaluation_corpus_sentiment_classifier
• task1339_peixian_equity_evaluation_corpus_text_completion
• task1340_msr_text_compression_compression
• task1341_msr_text_classification
• task1346_glue_cola_grammatical_correctness_classification
• task1347_glue_sts-b_similarity_classification
• task1354_sent_comp_classification
• task1355_sent_comp_summarization
• task1359_numer_sense_answer_generation
• task1360_numer_sense_multiple_choice_qa_generation
• task1361_movierationales_classification
• task1364_hans_answer_generation
• task1366_healthfact_classification
• task1368_healthfact_sentence_generation
• task1369_healthfact_sentence_generation
• task1378_quarel_correct_answer_generation
• task1379_quarel_incorrect_answer_generation
• task137_detoxifying-lms_classification_toxicity
• task1380_quarel_correct_option_generation
• task1381_quarel_incorrect_option_generation
• task1382_quarel_write_correct_answer
• task1383_quarel_write_incorrect_answer
• task1384_deal_or_no_dialog_classification
• task1389_hellaswag_completion
• task138_detoxifying-lms_classification_fluency
• task1398_obqa_question_generation
• task1399_obqa_answer_generation
• task139_detoxifying-lms_classification_topicality
• task1400_obqa_incorrect_answer_generation
• task1401_obqa_sentence_generation
• task1403_check_validity_date_mmddyyyy
• task1404_date_conversion
• task1405_find_median
• task1406_kth_smallest_element
• task140_detoxifying-lms_classification_style
• task1412_web_questions_question_answering
• task1418_bless_semantic_relation_classification
• task1419_mathqa_gain
• task141_odd-man-out_classification_category
• task1420_mathqa_general
• task1421_mathqa_other
• task1422_mathqa_physics
• task1423_mathqa_geometry
• task1424_mathqa_probability
• task1425_country_iso_numeric
• task1426_country_independence_year
• task1427_country_region_in_world
• task1428_country_surface_area
• task1429_evalution_semantic_relation_classification
• task142_odd-man-out_classification_no_category
• task1431_head_qa_answer_generation
• task1434_head_qa_classification
• task143_odd-man-out_classification_generate_category
• task1443_string_to_number
• task1444_round_power_of_two
• task1445_closest_integers
• task1446_farthest_integers
• task1447_drug_extraction_ade
• task1448_disease_entity_extraction_ncbi_dataset
• task1449_disease_entity_extraction_bc5cdr_dataset
• task144_subjqa_question_answering
• task1451_drug_dose_extraction
• task1452_location_entity_extraction_btc_corpus
• task1453_person_entity_extraction_btc_corpus
• `task145_afs_argument_