Learning Page Order in Shuffled WOO Releases
Paper • 2602.11040 • Published
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doc_id string | page_numbers list | embeddings list | embedding_dim int64 | num_pages int64 | correct_order list |
|---|---|---|---|---|---|
0001f813-f360-40b3-adc3-f6d1ee5e50e8 | [
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] | [[0.02243645116686821,-0.0007189784082584083,-0.016753818839788437,0.005137722473591566,-0.027453083(...TRUNCATED) | 3,072 | 4 | [
1,
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] |
0004df66-95dc-4b7a-b977-7b5bee8dbabe | [
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] | [[0.004383850377053022,-0.016234783455729485,-0.009364455007016659,-0.004938526079058647,-0.01318980(...TRUNCATED) | 3,072 | 5 | [
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] |
000d50c7-a001-4e66-97c6-33240734a8cd | [
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] | [[-0.006824016571044922,-0.03264603018760681,-0.0023094816133379936,0.014515594579279423,-0.01818666(...TRUNCATED) | 3,072 | 5 | [
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000ef1b0-af1d-4ff8-9db3-9e2b718b798b | [
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00275f69-8764-4409-b197-db98ae02b904 | [
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] | [[-0.00035644060699269176,-0.0003678114153444767,-0.002454241970553994,-0.005569384433329105,-0.0257(...TRUNCATED) | 3,072 | 6 | [
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0031a7e9-7398-46a7-bdf5-a5772ddcb16c | [
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] |
0034f433-5367-42ac-9a1b-d196805453f9 | [
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] | [[-0.009488740935921669,-0.016694538295269012,0.002266339724883437,-0.00014800214557908475,-0.006471(...TRUNCATED) | 3,072 | 10 | [
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00444e4d-7b72-4f85-baeb-828f5477284d | [
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00601847-670a-4f95-993f-05d9f71c0aca | [
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] |
006950bb-1333-4b18-a98f-7edb043ea0d9 | [
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End of preview.
WOO Page Ordering
Dataset accompanying the paper Learning Page Order in Shuffled WOO Releases. Each row is one document whose pages are represented as embeddings, and the task is to recover the correct page order.
Paper: Learning Page Order in Shuffled WOO Releases
Dataset structure
5,461 documents, 1–50 pages each, one row per document.
| Column | Description |
|---|---|
doc_id |
Document identifier |
page_numbers |
Page numbers in the document |
embeddings |
One 3,072-dim embedding per page (model: ___) |
embedding_dim |
Embedding size (3,072) |
num_pages |
Number of pages |
correct_order |
Ground-truth page order |
Usage
from datasets import load_dataset
ds = load_dataset("E-8814/woo-page-ordering", split="train")
Citation
If you use this dataset, please cite:
@misc{kahraman2026learningpageordershuffled,
title={Learning Page Order in Shuffled WOO Releases},
author={Efe Kahraman and Giulio Tosato},
year={2026},
eprint={2602.11040},
archivePrefix={arXiv},
primaryClass={cs.LG},
url={https://arxiv.org/abs/2602.11040},
}
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