{"all_tasks": {"description": "KILT tasks training and evaluation data.\n- [FEVER](https://fever.ai) | Fact Checking | fever\n- [AIDA CoNLL-YAGO](https://www.mpi-inf.mpg.de/departments/databases-and-information-systems/research/ambiverse-nlu/aida/downloads) | Entity Linking | aidayago2\n- [WNED-WIKI](https://github.com/U-Alberta/wned) | Entity Linking | wned\n- [WNED-CWEB](https://github.com/U-Alberta/wned) | Entity Linking | cweb\n- [T-REx](https://hadyelsahar.github.io/t-rex) | Slot Filling | trex\n- [Zero-Shot RE](http://nlp.cs.washington.edu/zeroshot) | Slot Filling | structured_zeroshot\n- [Natural Questions](https://ai.google.com/research/NaturalQuestions) | Open Domain QA | nq\n- [HotpotQA](https://hotpotqa.github.io) | Open Domain QA | hotpotqa\n- [TriviaQA](http://nlp.cs.washington.edu/triviaqa) | Open Domain QA | triviaqa\n- [ELI5](https://facebookresearch.github.io/ELI5/explore.html) | Open Domain QA | eli5\n- [Wizard of Wikipedia](https://parl.ai/projects/wizard_of_wikipedia) | Dialogue | wow\n\nTo finish linking TriviaQA questions to the IDs provided, follow the instructions [here](http://github.com/huggingface/datasets/datasets/kilt_tasks/README.md).\n", "citation": "@inproceedings{fb_kilt,\n author = {Fabio Petroni and\n Aleksandra Piktus and\n Angela Fan and\n Patrick Lewis and\n Majid Yazdani and\n Nicola De Cao and\n James Thorne and\n Yacine Jernite and\n Vassilis Plachouras and\n Tim Rockt\"aschel and\n Sebastian Riedel},\n title = {{KILT:} a {B}enchmark for {K}nowledge {I}ntensive {L}anguage {T}asks},\n journal = {CoRR},\n archivePrefix = {arXiv},\n year = {2020},\n", "homepage": "https://github.com/facebookresearch/KILT", "license": "", "features": {"id": {"dtype": "string", "id": null, "_type": "Value"}, "input": {"dtype": "string", "id": null, "_type": "Value"}, "meta": {"left_context": {"dtype": "string", "id": null, "_type": "Value"}, "mention": {"dtype": "string", "id": null, "_type": "Value"}, "right_context": {"dtype": "string", "id": null, "_type": "Value"}, "partial_evidence": {"feature": {"start_paragraph_id": {"dtype": "int32", "id": null, "_type": "Value"}, "end_paragraph_id": {"dtype": "int32", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}, "section": {"dtype": "string", "id": null, "_type": "Value"}, "wikipedia_id": {"dtype": "string", "id": null, "_type": "Value"}, "meta": {"feature": {"evidence_span": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}, "obj_surface": {"feature": {"text": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}, "sub_surface": {"feature": {"text": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}, "subj_aliases": {"feature": {"text": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}, "template_questions": {"feature": {"text": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}}, "output": {"feature": {"answer": {"dtype": "string", "id": null, "_type": "Value"}, "meta": {"score": {"dtype": "int32", "id": null, "_type": "Value"}}, "provenance": {"feature": {"bleu_score": {"dtype": "float32", "id": null, "_type": "Value"}, "start_character": {"dtype": "int32", "id": null, "_type": "Value"}, "start_paragraph_id": {"dtype": "int32", "id": null, "_type": "Value"}, "end_character": {"dtype": "int32", "id": null, "_type": "Value"}, "end_paragraph_id": {"dtype": "int32", "id": null, "_type": "Value"}, "meta": {"fever_page_id": {"dtype": "string", "id": null, "_type": "Value"}, "fever_sentence_id": {"dtype": "int32", "id": null, "_type": "Value"}, "annotation_id": {"dtype": "string", "id": null, "_type": "Value"}, "yes_no_answer": {"dtype": "string", "id": null, "_type": "Value"}, "evidence_span": {"feature": {"text": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}}, "section": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}, "wikipedia_id": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}}, "length": -1, "id": null, "_type": "Sequence"}}, "post_processed": {"features": null, "resources_checksums": {"train_fever": {}, "validation_fever": {}, "test_fever": {}, "train_nq": {}, "validation_nq": {}, "test_nq": {}, "train_hotpotqa": {}, "validation_hotpotqa": {}, "test_hotpotqa": {}, "train_triviaqa": {}, "validation_triviaqa": {}, "test_triviaqa": {}, "train_eli5": {}, "validation_eli5": {}, "test_eli5": {}, "train_trex": {}, "validation_trex": {}, "test_trex": {}, "train_structured_zeroshot": {}, "validation_structured_zeroshot": {}, "test_structured_zeroshot": {}, "train_aidayago2": {}, "validation_aidayago2": {}, "test_aidayago2": {}, "validation_wned": {}, "test_wned": {}, "validation_cweb": {}, "test_cweb": {}, "train_wow": {}, "validation_wow": {}, "test_wow": {}}}, "supervised_keys": null, "builder_name": "kilt_tasks", "config_name": "all_tasks", "version": {"version_str": "1.0.0", "description": "KILT tasks training and evaluation data", "datasets_version_to_prepare": null, "major": 1, "minor": 0, "patch": 0}, "splits": {"train_fever": {"name": "train_fever", "num_bytes": 27423152, "num_examples": 104966, "dataset_name": "kilt_tasks"}, "validation_fever": {"name": "validation_fever", "num_bytes": 3945700, "num_examples": 10444, "dataset_name": "kilt_tasks"}, "test_fever": {"name": "test_fever", "num_bytes": 1357227, "num_examples": 10100, "dataset_name": "kilt_tasks"}, "train_aidayago2": {"name": "train_aidayago2", "num_bytes": 69671936, "num_examples": 18395, "dataset_name": "kilt_tasks"}, "validation_aidayago2": {"name": "validation_aidayago2", "num_bytes": 20932848, "num_examples": 4784, "dataset_name": "kilt_tasks"}, "test_aidayago2": {"name": "test_aidayago2", "num_bytes": 14350869, "num_examples": 4463, "dataset_name": "kilt_tasks"}, "validation_wned": {"name": "validation_wned", "num_bytes": 12794390, "num_examples": 3396, "dataset_name": "kilt_tasks"}, "test_wned": {"name": "test_wned", "num_bytes": 13187270, "num_examples": 3376, "dataset_name": "kilt_tasks"}, "validation_cweb": {"name": "validation_cweb", "num_bytes": 90041126, "num_examples": 5599, "dataset_name": "kilt_tasks"}, "test_cweb": {"name": "test_cweb", "num_bytes": 99382290, "num_examples": 5543, "dataset_name": "kilt_tasks"}, "train_trex": {"name": "train_trex", "num_bytes": 1213971546, "num_examples": 2284168, "dataset_name": "kilt_tasks"}, "validation_trex": {"name": "validation_trex", "num_bytes": 2630523, "num_examples": 5000, "dataset_name": "kilt_tasks"}, "test_trex": {"name": "test_trex", "num_bytes": 915477, "num_examples": 5000, "dataset_name": "kilt_tasks"}, "train_structured_zeroshot": {"name": "train_structured_zeroshot", "num_bytes": 55988052, "num_examples": 147909, "dataset_name": "kilt_tasks"}, "validation_structured_zeroshot": {"name": "validation_structured_zeroshot", "num_bytes": 1848289, "num_examples": 3724, "dataset_name": "kilt_tasks"}, "test_structured_zeroshot": {"name": "test_structured_zeroshot", "num_bytes": 1297614, "num_examples": 4966, "dataset_name": "kilt_tasks"}, "train_nq": {"name": "train_nq", "num_bytes": 35533981, "num_examples": 87372, "dataset_name": "kilt_tasks"}, "validation_nq": {"name": "validation_nq", "num_bytes": 6587478, "num_examples": 2837, "dataset_name": "kilt_tasks"}, "test_nq": {"name": "test_nq", "num_bytes": 379518, "num_examples": 1444, "dataset_name": "kilt_tasks"}, "train_hotpotqa": {"name": "train_hotpotqa", "num_bytes": 34838943, "num_examples": 88869, "dataset_name": "kilt_tasks"}, "validation_hotpotqa": {"name": "validation_hotpotqa", "num_bytes": 2428954, "num_examples": 5600, "dataset_name": "kilt_tasks"}, "test_hotpotqa": {"name": "test_hotpotqa", "num_bytes": 1061929, "num_examples": 5569, "dataset_name": "kilt_tasks"}, "train_triviaqa": {"name": "train_triviaqa", "num_bytes": 62374231, "num_examples": 61844, "dataset_name": "kilt_tasks"}, "validation_triviaqa": {"name": "validation_triviaqa", "num_bytes": 5962201, "num_examples": 5359, "dataset_name": "kilt_tasks"}, "test_triviaqa": {"name": "test_triviaqa", "num_bytes": 547068, "num_examples": 6586, "dataset_name": "kilt_tasks"}, "train_eli5": {"name": "train_eli5", "num_bytes": 531158920, "num_examples": 272634, "dataset_name": "kilt_tasks"}, "validation_eli5": {"name": "validation_eli5", "num_bytes": 13833241, "num_examples": 1507, "dataset_name": "kilt_tasks"}, "test_eli5": {"name": "test_eli5", "num_bytes": 126907, "num_examples": 600, "dataset_name": "kilt_tasks"}, "train_wow": {"name": "train_wow", "num_bytes": 64964362, "num_examples": 94577, "dataset_name": "kilt_tasks"}, "validation_wow": {"name": "validation_wow", "num_bytes": 2142799, "num_examples": 3058, "dataset_name": "kilt_tasks"}, "test_wow": {"name": "test_wow", "num_bytes": 1432546, "num_examples": 2944, "dataset_name": "kilt_tasks"}}, "download_checksums": {"http://dl.fbaipublicfiles.com/KILT/fever-train-kilt.jsonl": {"num_bytes": 38941824, "checksum": "a42b948957680b3d316bbc9c24f3e499f0e93a3b0a8b94ca9d972d5da5758c6a"}, "http://dl.fbaipublicfiles.com/KILT/fever-dev-kilt.jsonl": {"num_bytes": 6174139, "checksum": "0132fb971e4206c8bd9da3916f0f46a30ee6610394aee1738ce6cf6644592739"}, "http://dl.fbaipublicfiles.com/KILT/fever-test_without_answers-kilt.jsonl": {"num_bytes": 838585, "checksum": "d95e0a7086c1d5687984460aa9d5b82b3afb58972132c8cc04a75dfd23cb1a86"}, "http://dl.fbaipublicfiles.com/KILT/aidayago2-train-kilt.jsonl": {"num_bytes": 70139831, "checksum": "398231ec4ee9fd5616456d049875e51b1e0709f00ac2d74398dd4480ae5647b2"}, "http://dl.fbaipublicfiles.com/KILT/aidayago2-dev-kilt.jsonl": {"num_bytes": 21061554, "checksum": "3f5e23e1af46c8671c9870e13ced13fd517029da4963ad9ff4b834c4b42deb52"}, "http://dl.fbaipublicfiles.com/KILT/aidayago2-test_without_answers-kilt.jsonl": {"num_bytes": 14436143, "checksum": "2ba0836d3f8c70126022a83fd78da0bf7c910fa7813996dd2afee5e38de63648"}, "http://dl.fbaipublicfiles.com/KILT/wned-dev-kilt.jsonl": {"num_bytes": 12868348, "checksum": "e8e91d120abcb3433c952541aebd8dbf0c6abe3c378bdd64cd6d2186738cfbaf"}, "http://dl.fbaipublicfiles.com/KILT/wned-test_without_answers-kilt.jsonl": {"num_bytes": 13295124, "checksum": "f7b220d404d474f617b00c4a030a87024835b72aff131016716b84feca4d95ee"}, "http://dl.fbaipublicfiles.com/KILT/cweb-dev-kilt.jsonl": {"num_bytes": 90228527, "checksum": "c98b2301818b53df2025b09801be095152244dbbe7242efbfffd018929bfb4bf"}, "http://dl.fbaipublicfiles.com/KILT/cweb-test_without_answers-kilt.jsonl": {"num_bytes": 100216209, "checksum": "18b078340bde25e42c7136c5bc80c2e3557803e40137b40230af5834e74b6c0d"}, "http://dl.fbaipublicfiles.com/KILT/trex-train-kilt.jsonl": {"num_bytes": 1752330104, "checksum": "724a8a0fd1f99fe9b15cf6309d7ce63dcb7cd31f33aea717ff26e6d6b6fbdd97"}, "http://dl.fbaipublicfiles.com/KILT/trex-dev-kilt.jsonl": {"num_bytes": 3803558, "checksum": "7ee1a2cd351d928d01ede1763ae8d6ae442a00b07deef80e347852f20a029e5f"}, "http://dl.fbaipublicfiles.com/KILT/trex-test_without_answers-kilt.jsonl": {"num_bytes": 895854, "checksum": "0a2c6a31ebea567e7a8b31c44bf2fb59dab601c8da6de7f3a53419c7710bdc43"}, "http://dl.fbaipublicfiles.com/KILT/structured_zeroshot-train-kilt.jsonl": {"num_bytes": 71444475, "checksum": "f666359fa2b23e75d700bd1f25efd12d3bf981b1be70d8ad2d268d67e9bb3a5d"}, "http://dl.fbaipublicfiles.com/KILT/structured_zeroshot-dev-kilt.jsonl": {"num_bytes": 2266707, "checksum": "dd120ba5b62c6499f4e79bf5bf5a908eb96b583ba9bf8c76a4535ac21c5dac8d"}, "http://dl.fbaipublicfiles.com/KILT/structured_zeroshot-test_without_answers-kilt.jsonl": {"num_bytes": 1216038, "checksum": "3353137527c6fe9e48910e2c4d94d3ac01352c52e90a618beaaa807968fd39da"}, "http://dl.fbaipublicfiles.com/KILT/nq-train-kilt.jsonl": {"num_bytes": 51895886, "checksum": "13629ef9f0c4bb7b7b237ce08fae2334acb32a2c1bf69db2350021cad46188a4"}, "http://dl.fbaipublicfiles.com/KILT/nq-dev-kilt.jsonl": {"num_bytes": 7936566, "checksum": "1bcdb150fb10504bd80b915730cde1b384c21647bcf14a4592e4e5df42cc6dfb"}, "http://dl.fbaipublicfiles.com/KILT/nq-test_without_answers-kilt.jsonl": {"num_bytes": 334047, "checksum": "1232f95e7d008669930c441444aa470d54678d886335175e2227455716309e15"}, "http://dl.fbaipublicfiles.com/KILT/hotpotqa-train-kilt.jsonl": {"num_bytes": 52767068, "checksum": "7ba73ede642336703d1235c63ecb4c20ae90c7eb19d36302bffa7eb1ec7f9153"}, "http://dl.fbaipublicfiles.com/KILT/hotpotqa-dev-kilt.jsonl": {"num_bytes": 3971321, "checksum": "7f2efbc22c462eb5710e5ecd99447702e7f48203eecd4489bf32a332389d70b6"}, "http://dl.fbaipublicfiles.com/KILT/hotpotqa-test_without_answers-kilt.jsonl": {"num_bytes": 778249, "checksum": "656d51f53796e3ea2a1f808a22160e7363a24a05f1ac7dd094d25659d963ef51"}, "http://dl.fbaipublicfiles.com/KILT/triviaqa-train_id-kilt.jsonl": {"num_bytes": 101613288, "checksum": "509e627a5e606d3b8018c04cd99415d7dca90d7b9a9f491ba0cf2db8c7e999ad"}, "http://dl.fbaipublicfiles.com/KILT/triviaqa-dev_id-kilt.jsonl": {"num_bytes": 9809706, "checksum": "bb505d8437100589de72256bf0d106a4a72da01df5a977fbc778688b8621d5a6"}, "http://dl.fbaipublicfiles.com/KILT/triviaqa-test_id_without_answers-kilt.jsonl": {"num_bytes": 123354, "checksum": "a6904eeb81a269cc675152c72b31c5b3361b40bf277a2973f2836670c7de4a19"}, "http://dl.fbaipublicfiles.com/KILT/eli5-train-kilt.jsonl": {"num_bytes": 548249898, "checksum": "66f19183bda5f5185fe98a5fe84925f6802d9b53a5bb12728ded760fd80ef0a0"}, "http://dl.fbaipublicfiles.com/KILT/eli5-dev-kilt.jsonl": {"num_bytes": 14149811, "checksum": "10387a08e3277d3e5722305cef8e739279c83de0218e7b3db76b301949822303"}, "http://dl.fbaipublicfiles.com/KILT/eli5-test_without_answers-kilt.jsonl": {"num_bytes": 98951, "checksum": "43f82439f15f3141d115c06fb0dc0697a2a6313705dbdec6668eaefe9925a2c3"}, "http://dl.fbaipublicfiles.com/KILT/wow-train-kilt.jsonl": {"num_bytes": 71861702, "checksum": "91e04200a31daadbc9178382b724dac9be88ea9e76cd7a668e7a9430fe67713a"}, "http://dl.fbaipublicfiles.com/KILT/wow-dev-kilt.jsonl": {"num_bytes": 2418241, "checksum": "3202148ecaf41e77d44a2dec2453452c1ff8b3d646727e2c55ae6d9024e8e6b6"}, "http://dl.fbaipublicfiles.com/KILT/wow-test_without_answers-kilt.jsonl": {"num_bytes": 1292018, "checksum": "f3303ec5d7def4cf178552a8ed17bd01cb23bfeccc3abde147bebfa4bade6d8b"}}, "download_size": 3067457126, "post_processing_size": 0, "dataset_size": 2393111387, "size_in_bytes": 5460568513}}