Datasets:
grail_qa

{"default": {"description": "Strongly Generalizable Question Answering (GrailQA) is a new large-scale, high-quality dataset for question answering on knowledge bases (KBQA) on Freebase with 64,331 questions annotated with both answers and corresponding logical forms in different syntax (i.e., SPARQL, S-expression, etc.). It can be used to test three levels of generalization in KBQA: i.i.d., compositional, and zero-shot.\n", "citation": "@misc{gu2020iid,\n title={Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases},\n author={Yu Gu and Sue Kase and Michelle Vanni and Brian Sadler and Percy Liang and Xifeng Yan and Yu Su},\n year={2020},\n eprint={2011.07743},\n archivePrefix={arXiv},\n primaryClass={cs.CL}\n}\n", "homepage": "https://rajpurkar.github.io/SQuAD-explorer/", "license": "", "features": {"qid": {"dtype": "string", "id": null, "_type": "Value"}, "question": {"dtype": "string", "id": null, "_type": "Value"}, "answer": {"feature": {"answer_type": {"dtype": "string", "id": null, "_type": "Value"}, "answer_argument": {"dtype": "string", "id": null, "_type": "Value"}, "entity_name": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}, "function": {"dtype": "string", "id": null, "_type": "Value"}, "num_node": {"dtype": "int32", "id": null, "_type": "Value"}, "num_edge": {"dtype": "int32", "id": null, "_type": "Value"}, "graph_query": {"nodes": {"feature": {"nid": {"dtype": "int32", "id": null, "_type": "Value"}, "node_type": {"dtype": "string", "id": null, "_type": "Value"}, "id": {"dtype": "string", "id": null, "_type": "Value"}, "class": {"dtype": "string", "id": null, "_type": "Value"}, "friendly_name": {"dtype": "string", "id": null, "_type": "Value"}, "question_node": {"dtype": "int32", "id": null, "_type": "Value"}, "function": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}, "edges": {"feature": {"start": {"dtype": "int32", "id": null, "_type": "Value"}, "end": {"dtype": "int32", "id": null, "_type": "Value"}, "relation": {"dtype": "string", "id": null, "_type": "Value"}, "friendly_name": {"dtype": "string", "id": null, "_type": "Value"}}, "length": -1, "id": null, "_type": "Sequence"}}, "sparql_query": {"dtype": "string", "id": null, "_type": "Value"}, "domains": {"feature": {"dtype": "string", "id": null, "_type": "Value"}, "length": -1, "id": null, "_type": "Sequence"}, "level": {"dtype": "string", "id": null, "_type": "Value"}, "s_expression": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": null, "builder_name": "grail_qa", "config_name": "default", "version": {"version_str": "0.0.0", "description": null, "major": 0, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 69433121, "num_examples": 44337, "dataset_name": "grail_qa"}, "validation": {"name": "validation", "num_bytes": 9800544, "num_examples": 6763, "dataset_name": "grail_qa"}, "test": {"name": "test", "num_bytes": 2167256, "num_examples": 13231, "dataset_name": "grail_qa"}}, "download_checksums": {"https://dl.orangedox.com/WyaCpL?dl=1": {"num_bytes": 17636773, "checksum": "7717dbae47ba4f6aa8b9df0810db8211460116647c0c06bb26a6b198d0aaa992"}}, "download_size": 17636773, "post_processing_size": null, "dataset_size": 81400921, "size_in_bytes": 99037694}}