{ "@context": { "@language": "en", "@vocab": "https://schema.org/", "cr": "http://mlcommons.org/croissant/", "sc": "https://schema.org/", "conformsTo": "cr:conformsTo", "dataType": { "@id": "cr:dataType", "@type": "@vocab" }, "extract": "cr:extract", "fileObject": "cr:fileObject", "field": "cr:field", "jsonPath": "cr:jsonPath", "recordSet": "cr:recordSet", "source": "cr:source" }, "@type": "sc:Dataset", "name": "InverseRelationsBenchmark", "description": "Benchmark based on FewRel with original entity mentions and synthetic substitutions for robustness testing.", "conformsTo": "http://mlcommons.org/croissant/1.0", "distribution": [ { "@type": "cr:FileObject", "@id": "#original_fewrel", "name": "original_fewrel_inverse.json", "contentUrl": "original_fewrel_inverse.json", "encodingFormat": "application/json" }, { "@type": "cr:FileObject", "@id": "#synthetic_fewrel", "name": "synthetic_fewrel_inverse.json", "contentUrl": "synthetic_fewrel_inverse.json", "encodingFormat": "application/json" }, { "@type": "cr:FileObject", "@id": "#fewrel_meta", "name": "fewrel_inverse_relation_descriptions", "contentUrl": "fewrel_inverse_relations.json", "encodingFormat": "application/json" } ], "recordSet": [ { "@type": "cr:RecordSet", "name": "fewrel_records", "description": "Records from the FewRel dataset distribution.", "field": [ { "@type": "cr:Field", "name": "head_to_tail", "description": "The relation ID from head to tail.", "dataType": "sc:Text", "source": { "fileObject": { "@id": "#original_fewrel" }, "extract": { "jsonPath": "$[*].head_to_tail" } } }, { "@type": "cr:Field", "name": "tail_to_head", "description": "The inverse relation ID.", "dataType": "sc:Text", "source": { "fileObject": { "@id": "#original_fewrel" }, "extract": { "jsonPath": "$[*].tail_to_head" } } }, { "@type": "cr:Field", "name": "tokens", "description": "Tokenized sentence representation.", "dataType": "sc:Text", "source": { "fileObject": { "@id": "#original_fewrel" }, "extract": { "jsonPath": "$[*].tokens" } } }, { "@type": "cr:Field", "name": "head", "description": "Array containing [label, Wikidata ID, token indices] for the head entity.", "dataType": "sc:Text", "source": { "fileObject": { "@id": "#original_fewrel" }, "extract": { "jsonPath": "$[*].head" } } }, { "@type": "cr:Field", "name": "tail", "description": "Array containing [label, Wikidata ID, token indices] for the tail entity.", "dataType": "sc:Text", "source": { "fileObject": { "@id": "#original_fewrel" }, "extract": { "jsonPath": "$[*].tail" } } }, { "@type": "cr:Field", "name": "artificial_data", "description": "Mapping of original to synthetic entity names.", "dataType": "sc:Text", "source": { "fileObject": { "@id": "#synthetic_fewrel" }, "extract": { "jsonPath": "$[*].artificial_data" } } } ] }, { "@type": "cr:RecordSet", "name": "relation_metadata", "description": "Metadata for FewRel property IDs.", "field": [ { "@type": "cr:Field", "name": "pid", "description": "The Wikidata property ID for the FewRel relation.", "dataType": "sc:Text", "source": { "fileObject": { "@id": "#fewrel_meta" }, "extract": { "jsonPath": "$[*].pid" } } }, { "@type": "cr:Field", "name": "name", "description": "The name of the relation.", "dataType": "sc:Text", "source": { "fileObject": { "@id": "#fewrel_meta" }, "extract": { "jsonPath": "$[*].name" } } }, { "@type": "cr:Field", "name": "definition", "description": "Semantic definition of the relation.", "dataType": "sc:Text", "source": { "fileObject": { "@id": "#fewrel_meta" }, "extract": { "jsonPath": "$[*].definition" } } } ] } ] }