document-qa
certified-document-qa
Certified Document QA: span-verified, absence-aware
79,400+ rows · every claim machine-re-checkable · zero
frontier-model-derived tokens · includes filings newer than every major
training cutoff · plus a free 127K-token verified long-context task-set.
Of the 79,438 published rows, 7,921 carry an inline machine-checkable
certificate column (needle_public, needle_expansion_v120,
absence_public, multihop_public, both teasers, and the dated multihop
splits). A further 54,837 rows —… See the full description on the dataset page: https://huggingface.co/datasets/SovNodeAI/certified-document-qa.samyx-document-qa-synthvlm-long-doc-qa-whole-document-qa
Vlm-Long-Doc-Qa-Whole-Document-Qa
Made with ❤️ using 🎨 NeMo Data Designer
整文档问答数据集，每条样本使用完整 PDF 所有页面图像，专注于全文档聚合、统计与跨章节推理。
🚀 Quick Start
from datasets import load_dataset
# Load the main dataset
dataset = load_dataset("lieeli/vlm-long-doc-qa-whole-document-qa", "data", split="train")
df = dataset.to_pandas()
📊 Dataset Summary
📈 Records: 55
📋 Columns: 9
✅ Completion: 55.0% (100 requested)
📋 Schema & Statistics
Column
Type
Column… See the full description on the dataset page: https://huggingface.co/datasets/lieeli/vlm-long-doc-qa-whole-document-qa.layoutlmv3-document-qa-v2alayoutlmv3-document-qacypnest_document_qa
Dataset Card for "cypnest_document_qa"
More Information needed