Datasets:
Languages:
English
Size:
1K<n<10K
Tags:
nullspan
system-one
structured-extraction
calibrated-abstention
prompt-injection-resistance
contract-extraction
License:
File size: 731 Bytes
bc3fb29 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 | name: NullspanBench
description: >
System One structured extraction, multi-numeric commercial contract disambiguation,
calibrated abstention (p_null), cross-field invariant verification, and distributional
quantile estimation benchmark (N = 500 field-level decisions across Open Structured,
Sealed Multi-Numeric Contracts, Sealed Stanford SQuAD v2.0, and Adversarial Stress pools).
tasks:
- id: capability
config: default
split: validation
- id: intelligence
config: default
split: validation
- id: calibration
config: default
split: validation
- id: sealed_contracts
config: default
split: validation
- id: ece
config: default
split: validation
lower_is_better: true
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