RARE: Retrieval-Augmented Reasoning Modeling
Paper • 2503.23513 • Published • 13
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text string |
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[ |
{ |
"id": "medqa-000785", |
"question": "A 17-year-old girl is brought to the physician by her father because of concerns about her behavior. She worries excessively about her weight and body image, and has frequent diarrhea. She is 170 cm (5 ft 7 in) tall and weighs 63.5 kg (140 lb); BMI is 22 kg/m2. She appears anxious but well. Vital signs... |
"gold": "A", |
"name": "medqa", |
"pred": { |
"source_and_queries": [ |
[ |
"book", |
[ |
"Right upper quadrant tenderness in bulimia", |
"Calluses on knuckles in eating disorders", |
"Parotid gland swelling in bulimia" |
] |
], |
[ |
"guideline", |
[ |
"Assessment of vital signs in eating disorders", |
"Management of gastrointestinal symptoms in bulimia", |
"Evaluation of parotid gland in bulimia" |
] |
], |
[ |
"research", |
[ |
"Parotid gland swelling in bulimia nervosa", |
"Right upper quadrant tenderness in bulimia nervosa", |
"Biomedical research on physical signs of bulimia nervosa" |
] |
], |
[ |
"wiki", |
[ |
"Jugular venous distention", |
"Bulimia nervosa", |
"Parotid gland swelling" |
] |
], |
[ |
"graph", |
[ |
"bulimia nervosa , physical signs" |
] |
] |
], |
"doc_path": "process\\rare_share\\system=planner_addret,dataset=all_dev,debug=False\\docs\\8d020a16-c3cf-4332-aa3e-57c9fff4826a.txt" |
} |
}, |
{ |
"id": "medqa-000852", |
"question": "A 52-year-old woman comes to the physician because of a 4-day history of painful swallowing and retrosternal pain. She was diagnosed with HIV infection 2 months ago; her medications include tenofovir, emtricitabine, and raltegravir. Vital signs are within normal limits. Physical examination of the oral... |
"gold": "C", |
"name": "medqa", |
"pred": { |
"source_and_queries": [ |
[ |
"book", |
[ |
"differential diagnosis of esophageal ulcers", |
"management of esophageal symptoms in HIV", |
"complications of HIV with low CD4 count" |
] |
], |
[ |
"guideline", |
[ |
"guidelines for empiric treatment in HIV", |
"management of painful swallowing in HIV", |
"guidelines for HIV patients with low CD4 count" |
] |
], |
[ |
"research", |
[ |
"herpes simplex virus infection in HIV", |
"myenteric plexus degeneration in HIV", |
"Candida esophagitis in HIV" |
] |
], |
[ |
"wiki", |
[ |
"herpes simplex virus", |
"esophageal ulcers" |
] |
], |
[ |
"graph", |
[ |
"Candida species , esophagitis", |
"herpes simplex virus , HIV" |
] |
] |
], |
"doc_path": "process\\rare_share\\system=planner_addret,dataset=all_dev,debug=False\\docs\\daef0b74-c7d7-4ab0-8b52-c2433aa24182.txt" |
} |
}, |
{ |
End of preview.
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The supplementary materials for RARE: Retrieval-Augmented Reasoning Modeling (https://arxiv.org/abs/2503.23513)
license: apache-2.0
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