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velrim/fabrication-on-absent-fields

Fabrication on absent fields (round 1) Per-field outputs of six document-extraction setups over 124 real documents, with the answer key and a mechanical verdict on every field the document does not contain: did the system return a value anyway. Pooled across the six setups, 17% of the absent fields came back with an invented value. The metric is defined at velrim.com/research/fabrication-on-absent-fields-metric. The write-up is velrim.com/research/fabrication-on-absent-fields.… See the full description on the dataset page: https://huggingface.co/datasets/velrim/fabrication-on-absent-fields.

sourceHugging Faceapache-2.0updated 24d agoView on Hugging Face
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