{"id":"W2963398599","doi":"10.1109/cvpr.2016.500","title":"Ask Me Anything: Free-Form Visual Question Answering Based on Knowledge from External Sources","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Multimodal Machine Learning Applications","field":"Computer Science","cited_by":368,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Question answering; Computer science; Image (mathematics); Information retrieval; Knowledge base; Ask price; Representation (politics); Artificial intelligence; Knowledge representation and reasoning; Natural language; Questions and answers; Natural language processing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567864347003803,"score_gpt":0.3060882820700778,"score_spread":0.2904096386000397,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}