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gnumanth/nullspan-dataset

gnumanth/nullspan-dataset Multi-task System One structured extraction, calibrated abstention, boolean/enum judgment, cross-field invariant verification, and distributional quantile estimation dataset for gnumanth/nullspan. Splits & Composition train.jsonl: 2,090 field-level training instances across 400 documents (incident_report, compute_ledger, cluster_throughput_comps, edge_traffic_forecast, adversarial_stress). val.jsonl: 336 field-level validation instances… See the full description on the dataset page: https://huggingface.co/datasets/gnumanth/nullspan-dataset.

Author / organizationgnumanth
License (as declared)mit
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Created19 October 2026
Last updated at source19 October 2026
nullspansystem-onestructured-extractioncalibrated-abstentionprompt-injection-resistance
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  • 19 Oct 2026 Description: nullspan-dataset Multi-task System One structured extraction, calibrated abstention (p_null), grounded character-offset span ([start, end]), estimation, and time-series forecasting dataset for training and evaluating gnumanth/nullspan. Spli → gnumanth/nullspan-dataset Multi-task System One structured extraction, calibrated abstention, boolean/enum judgment, cross-field invariant verification, and distributional quantile estimation dataset for gnumanth/nullspan. Splits & Composit
  • 19 Oct 2026 Topics added task_categories:time-series-forecasting, calibrated-abstention, prompt-injection-resistance removed abstention, span-extraction, calibrated-estimation, time-series-forecasting

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