| license: mit | |
| # GQA: Graph Question Answering | |
| This dataset is asks models to make use of embedded graph for question answering. | |
| Stats: | |
| - train: 57,043 | |
| - test: 2,890 | |
| An exmaple of the dataset is as follows: | |
| ```json | |
| { | |
| "id": "mcwq-176119", | |
| "question": "What was executive produced by Scott Spiegel , Boaz Yakin , and Quentin Tarantino , executive produced by My Best Friend's Birthday 's editor and star , and edited by George Folsey", | |
| "answers": [ | |
| "Hostel: Part II" | |
| ], | |
| "subgraph": { | |
| "entities": [ | |
| "Q1401104", | |
| "Q887636", | |
| "Q1048645", | |
| "Q3772", | |
| "Q965826" | |
| ], | |
| "relations": [ | |
| "P1431", | |
| "P1040" | |
| ], | |
| "adjacency": [[2, 1, 0], | |
| [2, 0, 3], | |
| [2, 0, 1], | |
| [2, 0, 4] | |
| ], | |
| "entity_labels": [ | |
| "george folsey, jr.", | |
| "boaz yakin", | |
| "hostel: part ii", | |
| "quentin jerome tarantino", | |
| "scott spiegel" | |
| ], | |
| "relation_labels": [ | |
| "showrunner", | |
| "film editor" | |
| ] | |
| }, | |
| "sparql": "SELECT DISTINCT ?x0 WHERE {\n?x0 wdt:P1040 wd:Q1401104 .\n?x0 wdt:P1431 ?x1 .\n?x0 wdt:P1431 wd:Q3772 .\n?x0 wdt:P1431 wd:Q887636 .\n?x0 wdt:P1431 wd:Q965826 .\nwd:Q1480733 wdt:P161 ?x1 .\nwd:Q1480733 wdt:P1040 ?x1\n}" | |
| } | |
| ``` | |