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synthetic_00000000 | 0 | full240_2026-10-14/sample_00002 | 1 | page-images/synthetic_00000000.png | <div data-bbox="[218, 204, 782, 223]" data-label="Section-Header"><h1>ChunkAct: Action Chunking for Agentic Robotics</h1></div>
<div data-bbox="[444, 277, 555, 291]" data-label="Text"><p>23 April 2023</p></div>
<div data-bbox="[120, 328, 413, 345]" data-label="Section-Header"><h2>Typed Exit Taxonomy</h2></div>
<div dat... | 
# ChunkAct: Action Chunking for Agentic Robotics
23 April 2023
## Typed Exit Taxonomy
1 lists all exit codes that a chunk may return upon failure, with its meaning and expected planner reaction.
![heading](119,... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18874 | [] | {"font_size": 11, "font_format": "serif", "table_style": "striped", "figure_style": "borderless", "text_color": "dark_blue", "column_layout": "two_column"} | {} | [] |
synthetic_00000001 | 1 | full240_2026-10-14/sample_00003 | 1 | page-images/synthetic_00000001.png | <div data-bbox="[230, 219, 768, 305]" data-label="Section-Header"><h1>Risk Assessment of 19th Century Opium Trade Losses in Colonial Singapore Port 1825</h1></div>
<div data-bbox="[397, 366, 600, 381]" data-label="Text"><p>September 1, 2024</p></div>
<div data-bbox="[184, 430, 372, 449]" data-label="Section-Header"><h2... | 
# Risk Assessment of 19th Century Opium Trade Losses in Colonial Singapore Port 1825
September 1, 2024
## Background
The opium consignment of 1825 illustrated how cargo valuation depended on sequential handling ... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18874 | ["bibliography", "code_block", "figure", "formula", "page_header"] | {"font_size": 12, "font_format": "monospace", "table_style": "striped", "figure_style": "borderless", "text_color": "dark_gray", "column_layout": "one_column"} | {"genre": "security advisory", "register": "practical and instructional, addressing the reader directly", "angle": "a historical account of how the practice developed", "setting": "an insurance firm in Singapore", "title_style": "a long specific title of 9 to 14 words naming the setting or year", "section_count": 3, "p... | [] |
synthetic_00000002 | 2 | full240_2026-10-14/sample_00003 | 2 | page-images/synthetic_00000002.png | <div data-bbox="[182, 160, 606, 179]" data-label="Section-Header"><h2>Mitigation Recommendations</h2></div>
<div data-bbox="[181, 198, 801, 265]" data-label="Text"><p>We advise clients to embed real-time ledger updates and to allocate a contingency reserve of at least five percent of cargo value, computed via the loss ... | 
## Mitigation Recommendations
We advise clients to embed real-time ledger updates and to allocate a contingency reserve of at least five percent of cargo value, computed via the loss function L = P * (1 - r) where P is the declared price and r the historical loss ra... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18874 | ["bibliography", "code_block", "figure", "formula", "page_header"] | {"font_size": 12, "font_format": "monospace", "table_style": "striped", "figure_style": "borderless", "text_color": "dark_gray", "column_layout": "one_column"} | {"genre": "security advisory", "register": "practical and instructional, addressing the reader directly", "angle": "a historical account of how the practice developed", "setting": "an insurance firm in Singapore", "title_style": "a long specific title of 9 to 14 words naming the setting or year", "section_count": 3, "p... | [] |
synthetic_00000003 | 3 | full240_2026-10-14/sample_00006 | 1 | page-images/synthetic_00000003.png | <div data-bbox="[119, 202, 880, 257]" data-label="Section-Header"><h1>LoopWAM: Closed-Loop Generalist Policy Improvement from Deployment Rollouts</h1></div>
<div data-bbox="[429, 320, 569, 337]" data-label="Text"><p>April 28, 2016</p></div>
<div data-bbox="[120, 376, 490, 419]" data-label="Section-Header"><h2>Failure R... | 
# LoopWAM: Closed-Loop Generalist Policy Improvement from Deployment Rollouts
April 28, 2016
## Failure Recovery and Iterative Execution
Real-world robot manipulation often involves uncertainty caused by imperfe... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18873 | [] | {"font_size": 12, "font_format": "serif", "table_style": "striped", "figure_style": "borderless", "text_color": "black", "column_layout": "two_column"} | {} | [] |
synthetic_00000004 | 4 | full240_2026-10-14/sample_00007 | 1 | page-images/synthetic_00000004.png | <div data-bbox="[450, 209, 549, 228]" data-label="Section-Header"><h1>Signage</h1></div>
<div data-bbox="[445, 278, 554, 291]" data-label="Text"><p>23 May 2025</p></div>
<div data-bbox="[221, 330, 339, 345]" data-label="Section-Header"><h2>Purpose</h2></div>
<div data-bbox="[219, 361, 773, 626]" data-label="Text"><p>Th... | 
# Signage
23 May 2025
## Purpose
The objective of this memorandum is to outline the step‑by‑step protocol for approving new public signage typography for the Gauteng Provincial Court premises, with specific refe... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18873 | ["formula", "page_header", "table"] | {"font_size": 10, "font_format": "monospace", "table_style": "borderless", "figure_style": "borderless", "text_color": "black", "column_layout": "one_column"} | {"genre": "internal memo", "register": "terse bulletin style, fragments allowed where natural", "angle": "a step-by-step procedure", "setting": "a legal practice in South Africa", "title_style": "a short label of 1 to 3 words", "section_count": 3, "paragraphs_per_section": 1, "sentences_per_paragraph": 5, "textures": [... | [] |
synthetic_00000005 | 5 | full240_2026-10-14/sample_00007 | 2 | page-images/synthetic_00000005.png | <div data-bbox="[219, 162, 774, 291]" data-label="Text"><p>language is accurately reproduced. Step four: the approved file is sent to the contracted sign fabricator, SignTech Ltd., with the purchase order referencing product code ST‑SIGN‑HV2026, which denotes the high-visibility aluminium composite material required fo... | 
language is accurately reproduced. Step four: the approved file is sent to the contracted sign fabricator, SignTech Ltd., with the purchase order referencing product code ST‑SIGN‑HV2026, which denotes the high-visibility aluminium composite material required for durability. Step five: upon rece... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18873 | ["formula", "page_header", "table"] | {"font_size": 10, "font_format": "monospace", "table_style": "borderless", "figure_style": "borderless", "text_color": "black", "column_layout": "one_column"} | {"genre": "internal memo", "register": "terse bulletin style, fragments allowed where natural", "angle": "a step-by-step procedure", "setting": "a legal practice in South Africa", "title_style": "a short label of 1 to 3 words", "section_count": 3, "paragraphs_per_section": 1, "sentences_per_paragraph": 5, "textures": [... | [] |
synthetic_00000006 | 6 | full240_2026-10-14/sample_00010 | 1 | page-images/synthetic_00000006.png | <div data-bbox="[239, 207, 760, 279]" data-label="Section-Header"><h1>EgoExplorer: A Vision-Motion-Touch Observatory for Human Loco-Manipulation In Situ</h1></div>
<div data-bbox="[433, 334, 567, 348]" data-label="Text"><p>16 January 2009</p></div>
<div data-bbox="[221, 386, 397, 399]" data-label="Section-Header"><h2>T... | 
# EgoExplorer: A Vision-Motion-Touch Observatory for Human Loco-Manipulation In Situ
16 January 2009
## The Dataset
Egocentric video captures task semantics at scale, yet leaves key signals for under-constrained... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18872 | [] | {"font_size": 10, "font_format": "serif", "table_style": "striped", "figure_style": "borderless", "text_color": "dark_gray", "column_layout": "one_column"} | {} | [] |
synthetic_00000007 | 7 | full240_2026-10-14/sample_00010 | 2 | page-images/synthetic_00000007.png | <div data-bbox="[220, 158, 400, 170]" data-label="Section-Header"><h2>Introduction</h2></div>
<div data-bbox="[218, 189, 780, 336]" data-label="Text"><p>What a humanoid needs to reach, grasp, or carry shapes where it moves and how it positions its body [1]. Learning such skills calls for demonstrations spanning diverse... | 
## Introduction
What a humanoid needs to reach, grasp, or carry shapes where it moves and how it positions its body [1]. Learning such skills calls for demonstrations spanning diverse environments, objects, and task sequences. Robot teleoperation provides such data,... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18872 | [] | {"font_size": 10, "font_format": "serif", "table_style": "striped", "figure_style": "borderless", "text_color": "dark_gray", "column_layout": "one_column"} | {} | [] |
synthetic_00000008 | 8 | full240_2026-10-14/sample_00011 | 1 | page-images/synthetic_00000008.png | <div data-bbox="[225, 209, 775, 251]" data-label="Section-Header"><h1>2023 Deployment of Adaptive Congestion Control for Metrobus Data Links</h1></div>
<div data-bbox="[420, 305, 579, 318]" data-label="Text"><p>23 February 2013</p></div>
<div data-bbox="[221, 358, 536, 373]" data-label="Section-Header"><h2>Background a... | 
# 2023 Deployment of Adaptive Congestion Control for Metrobus Data Links
23 February 2013
## Background and Incident
In March 2023 the Sistema de Transporte Colectivo (STC) in Mexico City reported severe packet ... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18872 | ["bibliography", "code_block", "figure", "formula", "page_header", "table"] | {"font_size": 10, "font_format": "monospace", "table_style": "borderless", "figure_style": "bordered", "text_color": "dark_gray", "column_layout": "one_column"} | {"genre": "conference abstract", "register": "narrative, recounting events in order", "angle": "a single case described in detail", "setting": "a public transit authority in Mexico", "title_style": "a title starting with a number or a year", "section_count": 2, "paragraphs_per_section": 1, "sentences_per_paragraph": 5,... | [] |
synthetic_00000009 | 9 | full240_2026-10-14/sample_00011 | 2 | page-images/synthetic_00000009.png | <div data-bbox="[219, 162, 774, 233]" data-label="Text"><p>consistent across all monitored routes, and the transit authority reported a 15 percent increase in on‑time arrivals for the following week. These results demonstrate that targeted congestion control can stabilize urban transit communication networks without ha... | 
consistent across all monitored routes, and the transit authority reported a 15 percent increase in on‑time arrivals for the following week. These results demonstrate that targeted congestion control can stabilize urban transit communication networks without hardware upgrades.
![table](228,251... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18872 | ["bibliography", "code_block", "figure", "formula", "page_header", "table"] | {"font_size": 10, "font_format": "monospace", "table_style": "borderless", "figure_style": "bordered", "text_color": "dark_gray", "column_layout": "one_column"} | {"genre": "conference abstract", "register": "narrative, recounting events in order", "angle": "a single case described in detail", "setting": "a public transit authority in Mexico", "title_style": "a title starting with a number or a year", "section_count": 2, "paragraphs_per_section": 1, "sentences_per_paragraph": 5,... | [] |
synthetic_00000010 | 10 | full240_2026-10-14/sample_00014 | 1 | page-images/synthetic_00000010.png | <div data-bbox="[219, 217, 778, 265]" data-label="Section-Header"><h1>Dog-Breed Text-to-image Flow Matching from Pretraining to Fine-Tuning on 4 Consumer GPUs</h1></div>
<div data-bbox="[435, 319, 562, 333]" data-label="Text"><p>March 31, 2009</p></div>
<div data-bbox="[208, 376, 326, 389]" data-label="Section-Header">... | 
# Dog-Breed Text-to-image Flow Matching from Pretraining to Fine-Tuning on 4 Consumer GPUs
March 31, 2009
## Results
Quality of generated images. Our best pretraining recipe is to use E2E-INVAE as tokenizer, 128... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18870 | [] | {"font_size": 11, "font_format": "serif", "table_style": "striped", "figure_style": "bordered", "text_color": "dark_blue", "column_layout": "one_column"} | {} | [] |
synthetic_00000011 | 11 | full240_2026-10-14/sample_00015 | 1 | page-images/synthetic_00000011.png | <div data-bbox="[214, 217, 783, 265]" data-label="Section-Header"><h1>Field Study of Circadian Gene GENE1 Expression in Rural Indian Cooperative, 2023</h1></div>
<div data-bbox="[429, 319, 567, 330]" data-label="Text"><p>5 December 2011</p></div>
<div data-bbox="[207, 372, 368, 389]" data-label="Section-Header"><h2>Bac... | 
# Field Study of Circadian Gene GENE1 Expression in Rural Indian Cooperative, 2023
5 December 2011
## Background
In early 2023 the Madhura Cooperative of Uttar Pradesh agreed to host a monitoring project on nigh... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18870 | ["bibliography", "code_block", "formula", "list", "page_header", "table"] | {"font_size": 11, "font_format": "sans_serif", "table_style": "striped", "figure_style": "bordered", "text_color": "dark_gray", "column_layout": "one_column"} | {"genre": "museum exhibit catalogue entry", "register": "narrative, recounting events in order", "angle": "a measurement study with concrete results", "setting": "a rural cooperative in India", "title_style": "a long specific title of 9 to 14 words naming the setting or year", "section_count": 7, "paragraphs_per_sectio... | [] |
synthetic_00000012 | 12 | full240_2026-10-14/sample_00015 | 2 | page-images/synthetic_00000012.png | <div data-bbox="[206, 165, 439, 182]" data-label="Section-Header"><h2>Sampling Protocol</h2></div>
<div data-bbox="[206, 199, 790, 229]" data-label="Text"><p>Researchers visited each household twice a week, collecting peripheral blood samples at 22:00 and again at 02:00 during the monsoon season.</p></div>
<div data-bb... | 
## Sampling Protocol
Researchers visited each household twice a week, collecting peripheral blood samples at 22:00 and again at 02:00 during the monsoon season.
All samples were stored in portable coolers at four degrees Celsius and later a... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18870 | ["bibliography", "code_block", "formula", "list", "page_header", "table"] | {"font_size": 11, "font_format": "sans_serif", "table_style": "striped", "figure_style": "bordered", "text_color": "dark_gray", "column_layout": "one_column"} | {"genre": "museum exhibit catalogue entry", "register": "narrative, recounting events in order", "angle": "a measurement study with concrete results", "setting": "a rural cooperative in India", "title_style": "a long specific title of 9 to 14 words naming the setting or year", "section_count": 7, "paragraphs_per_sectio... | [] |
synthetic_00000013 | 13 | full240_2026-10-14/sample_00015 | 3 | page-images/synthetic_00000013.png | <div data-bbox="[206, 165, 447, 182]" data-label="Section-Header"><h2>Community Impact</h2></div>
<div data-bbox="[206, 199, 791, 229]" data-label="Text"><p>Following the report, the cooperative elected to adjust evening lighting, reducing artificial illumination after 22:00 to preserve natural melatonin cues.</p></div... | 
## Community Impact
Following the report, the cooperative elected to adjust evening lighting, reducing artificial illumination after 22:00 to preserve natural melatonin cues.
Health workshops incorporated the message that consistent sleep d... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18870 | ["bibliography", "code_block", "formula", "list", "page_header", "table"] | {"font_size": 11, "font_format": "sans_serif", "table_style": "striped", "figure_style": "bordered", "text_color": "dark_gray", "column_layout": "one_column"} | {"genre": "museum exhibit catalogue entry", "register": "narrative, recounting events in order", "angle": "a measurement study with concrete results", "setting": "a rural cooperative in India", "title_style": "a long specific title of 9 to 14 words naming the setting or year", "section_count": 7, "paragraphs_per_sectio... | [] |
synthetic_00000014 | 14 | full240_2026-10-14/sample_00018 | 1 | page-images/synthetic_00000014.png | <div data-bbox="[120, 195, 879, 242]" data-label="Section-Header"><h1>Cepheid: Decoupling Scale from Structure for Cross-Family Motion Completion</h1></div>
<div data-bbox="[433, 294, 567, 307]" data-label="Text"><p>7 February 2023</p></div>
<div data-bbox="[120, 339, 244, 352]" data-label="Section-Header"><h2>Method</... | 
# Cepheid: Decoupling Scale from Structure for Cross-Family Motion Completion
7 February 2023
## Method
Let M = (V, E) be a surface mesh with N = |V| vertices and edge set E, and let X RN 3 denote its source-fra... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18871 | ["table"] | {"font_size": 10, "font_format": "serif", "table_style": "borderless", "figure_style": "borderless", "text_color": "black", "column_layout": "two_column"} | {} | [] |
synthetic_00000015 | 15 | full240_2026-10-14/sample_00018 | 2 | page-images/synthetic_00000015.png | <div data-bbox="[118, 161, 223, 170]" data-label="Text"><p>across families.</p></div>
<div data-bbox="[118, 199, 239, 212]" data-label="Section-Header"><h2>Results</h2></div>
<div data-bbox="[118, 230, 491, 348]" data-label="Text"><p>Our model achieves lower error than NSDP and DOMA at all five densities on DT4D, landi... | 
across families.
## Results
Our model achieves lower error than NSDP and DOMA at all five densities on DT4D, landing 44--81% below harmonic extension (Table 1). All three methods are evaluated on the same seven held-out identities of one sp... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18871 | ["table"] | {"font_size": 10, "font_format": "serif", "table_style": "borderless", "figure_style": "borderless", "text_color": "black", "column_layout": "two_column"} | {} | [] |
synthetic_00000016 | 16 | full240_2026-10-14/sample_00019 | 1 | page-images/synthetic_00000016.png | <div data-bbox="[144, 204, 855, 251]" data-label="Section-Header"><h1>Assessing Referee Decision Accuracy with Video Review: A Case Study of the 2023 J-League Penalty Review System</h1></div>
<div data-bbox="[446, 305, 552, 319]" data-label="Text"><p>July 19, 2000</p></div>
<div data-bbox="[119, 356, 433, 372]" data-la... | 
# Assessing Referee Decision Accuracy with Video Review: A Case Study of the 2023 J-League Penalty Review System
July 19, 2000
## Results and Interpretation
The analysis of the 2023 J-League penalty review syste... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18871 | ["bibliography", "code_block", "list", "page_footer", "page_header"] | {"font_size": 11, "font_format": "sans_serif", "table_style": "striped", "figure_style": "bordered", "text_color": "black", "column_layout": "two_column"} | {"genre": "thesis chapter", "register": "formal, for specialists, dense with terminology", "angle": "a single case described in detail", "setting": "a national statistics agency in Japan", "title_style": "a title with a colon and a subtitle", "section_count": 1, "paragraphs_per_section": 3, "sentences_per_paragraph": 4... | [] |
synthetic_00000017 | 17 | full240_2026-10-14/sample_00022 | 1 | page-images/synthetic_00000017.png | <div data-bbox="[188, 217, 812, 272]" data-label="Section-Header"><h1>What Matters in Quality-Aware VLA Pretraining: A Benchmark and Empirical Study</h1></div>
<div data-bbox="[414, 336, 585, 352]" data-label="Text"><p>February 12, 2014</p></div>
<div data-bbox="[183, 400, 529, 420]" data-label="Section-Header"><h2>Sim... | 
# What Matters in Quality-Aware VLA Pretraining: A Benchmark and Empirical Study
February 12, 2014
## Simulation Experiments
We ask three questions: which quality-aware pretraining choices improve performance ac... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18869 | [] | {"font_size": 12, "font_format": "sans_serif", "table_style": "borderless", "figure_style": "bordered", "text_color": "dark_blue", "column_layout": "one_column"} | {} | [] |
synthetic_00000018 | 18 | full240_2026-10-14/sample_00022 | 2 | page-images/synthetic_00000018.png | <div data-bbox="[182, 158, 382, 175]" data-label="Section-Header"><h2>Introduction</h2></div>
<div data-bbox="[181, 197, 816, 321]" data-label="Text"><p>Vision-language-action (VLA) policies are commonly pretrained on multitask demonstrations and fine-tuned on target tasks before deployment [1, 2, 3, 4]. During a demon... | 
## Introduction
Vision-language-action (VLA) policies are commonly pretrained on multitask demonstrations and fine-tuned on target tasks before deployment [1, 2, 3, 4]. During a demonstration, an operator may hesitate or move an object along an unnecessary detour, p... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18869 | [] | {"font_size": 12, "font_format": "sans_serif", "table_style": "borderless", "figure_style": "bordered", "text_color": "dark_blue", "column_layout": "one_column"} | {} | [] |
synthetic_00000019 | 19 | full240_2026-10-14/sample_00027 | 1 | page-images/synthetic_00000019.png | <div data-bbox="[364, 217, 635, 236]" data-label="Section-Header"><h1>Remote Work Terms</h1></div>
<div data-bbox="[446, 304, 551, 317]" data-label="Text"><p>2005-03-06</p></div>
<div data-bbox="[183, 358, 627, 378]" data-label="Section-Header"><h2>Definition of Remote Employee</h2></div>
<div data-bbox="[181, 397, 816... | 
# Remote Work Terms
2005-03-06
## Definition of Remote Employee
A Remote Employee is a staff member who performs contractual duties outside the principal place of business, typically from a personal residence or... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18868 | ["footnote", "list"] | {"font_size": 12, "font_format": "sans_serif", "table_style": "ruled", "figure_style": "bordered", "text_color": "dark_gray", "column_layout": "one_column"} | {"genre": "legal contract clause commentary", "register": "journalistic, with concrete examples and quotes", "angle": "a glossary-like explanation of key terms", "setting": "a logistics company in Kenya", "title_style": "a short label of 1 to 3 words", "section_count": 7, "paragraphs_per_section": 1, "sentences_per_par... | [] |
synthetic_00000020 | 20 | full240_2026-10-14/sample_00027 | 2 | page-images/synthetic_00000020.png | <div data-bbox="[182, 159, 488, 179]" data-label="Section-Header"><h2>Work‑Hour Tracking</h2></div>
<div data-bbox="[181, 197, 817, 284]" data-label="Text"><p>All remote staff are required to log hours through the approved time‑keeping portal, with a minimum of eight hours per day and a maximum of ten hours, a range de... | 
## Work‑Hour Tracking
All remote staff are required to log hours through the approved time‑keeping portal, with a minimum of eight hours per day and a maximum of ten hours, a range designed to avoid overtime abuse. The system automatically flags any day where logged... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18868 | ["footnote", "list"] | {"font_size": 12, "font_format": "sans_serif", "table_style": "ruled", "figure_style": "bordered", "text_color": "dark_gray", "column_layout": "one_column"} | {"genre": "legal contract clause commentary", "register": "journalistic, with concrete examples and quotes", "angle": "a glossary-like explanation of key terms", "setting": "a logistics company in Kenya", "title_style": "a short label of 1 to 3 words", "section_count": 7, "paragraphs_per_section": 1, "sentences_per_par... | [] |
synthetic_00000021 | 21 | full240_2026-10-14/sample_00030 | 1 | page-images/synthetic_00000021.png | <div data-bbox="[276, 209, 724, 283]" data-label="Section-Header"><h1>PLAYGROUND: Progressive Layout Generation with Render-Grounded Planning</h1></div>
<div data-bbox="[450, 333, 549, 343]" data-label="Text"><p>2004-09-24</p></div>
<div data-bbox="[221, 385, 537, 397]" data-label="Section-Header"><h2>Additional Relate... | 
# PLAYGROUND: Progressive Layout Generation with Render-Grounded Planning
2004-09-24
## Additional Related Work
This section provides additional discussion of MLLMs and broader graphic design layout generation b... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18865 | [] | {"font_size": 10, "font_format": "monospace", "table_style": "striped", "figure_style": "borderless", "text_color": "black", "column_layout": "one_column"} | {} | [] |
synthetic_00000022 | 22 | full240_2026-10-14/sample_00030 | 2 | page-images/synthetic_00000022.png | <div data-bbox="[219, 162, 730, 188]" data-label="Text"><p>input assumptions of each method while using the same source design content.</p></div>
<div data-bbox="[219, 192, 773, 294]" data-label="Text"><p>LICA [18] does not provide document titles, which are required as metadata inputs to our pipeline. We therefore gen... | 
input assumptions of each method while using the same source design content.
LICA [18] does not provide document titles, which are required as metadata inputs to our pipeline. We therefore generate a title for each LICA sample using Qwen3.5-27B [33]. We use the ground-... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18865 | [] | {"font_size": 10, "font_format": "monospace", "table_style": "striped", "figure_style": "borderless", "text_color": "black", "column_layout": "one_column"} | {} | [] |
synthetic_00000023 | 23 | full240_2026-10-14/sample_00031 | 1 | page-images/synthetic_00000023.png | <div data-bbox="[370, 204, 627, 226]" data-label="Section-Header"><h1>Housing Options</h1></div>
<div data-bbox="[415, 288, 583, 302]" data-label="Text"><p>March 12, 2006</p></div>
<div data-bbox="[121, 342, 278, 356]" data-label="Section-Header"><h2>Overview</h2></div>
<div data-bbox="[118, 379, 490, 465]" data-label=... | 
# Housing Options
March 12, 2006
## Overview
The Regional Hospital in Da Nang is evaluating two redevelopment schemes for the old textile mill site, aiming to provide affordable staff housing while preserving gr... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18865 | ["bibliography", "code_block", "formula", "list"] | {"font_size": 12, "font_format": "monospace", "table_style": "ruled", "figure_style": "bordered", "text_color": "dark_gray", "column_layout": "two_column"} | {"genre": "customer support knowledge base article", "register": "journalistic, with concrete examples and quotes", "angle": "a comparison of two or three alternatives", "setting": "a regional hospital in Vietnam", "title_style": "a short label of 1 to 3 words", "section_count": 3, "paragraphs_per_section": 2, "sentenc... | [] |
synthetic_00000024 | 24 | full240_2026-10-14/sample_00031 | 2 | page-images/synthetic_00000024.png | <div data-bbox="[118, 164, 419, 193]" data-label="Text"><p>favor Option A for its quieter environment.</p></div>
<div data-bbox="[118, 229, 263, 243]" data-label="Section-Header"><h2>References</h2></div>
<div data-bbox="[122, 265, 489, 295]" data-label="Text"><p>[1] Le et al. Redeveloping Industrial Land in Vietnam. 2... | 
favor Option A for its quieter environment.
## References
[1] Le et al. Redeveloping Industrial Land in Vietnam. 2022.
[2] Pham and Ho. Cost Analysis of Affordable Housing. 2021.
[3] World... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18865 | ["bibliography", "code_block", "formula", "list"] | {"font_size": 12, "font_format": "monospace", "table_style": "ruled", "figure_style": "bordered", "text_color": "dark_gray", "column_layout": "two_column"} | {"genre": "customer support knowledge base article", "register": "journalistic, with concrete examples and quotes", "angle": "a comparison of two or three alternatives", "setting": "a regional hospital in Vietnam", "title_style": "a short label of 1 to 3 words", "section_count": 3, "paragraphs_per_section": 2, "sentenc... | [] |
synthetic_00000025 | 25 | full240_2026-10-14/sample_00034 | 1 | page-images/synthetic_00000025.png | <div data-bbox="[225, 209, 773, 251]" data-label="Section-Header"><h1>Data Free Training of Diffusion Models for Lattice Field Theories</h1></div>
<div data-bbox="[431, 305, 569, 318]" data-label="Text"><p>1 January 2022</p></div>
<div data-bbox="[221, 358, 697, 396]" data-label="Section-Header"><h2>Lattice sizes, phas... | 
# Data Free Training of Diffusion Models for Lattice Field Theories
1 January 2022
## Lattice sizes, phases, network architecture, and training algorithm
All experiments use the D=2 theory on periodic square lat... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18863 | ["table"] | {"font_size": 10, "font_format": "monospace", "table_style": "striped", "figure_style": "borderless", "text_color": "dark_gray", "column_layout": "one_column"} | {} | [] |
synthetic_00000026 | 26 | full240_2026-10-14/sample_00034 | 2 | page-images/synthetic_00000026.png | <div data-bbox="[243, 159, 757, 216]" data-label="Table"><table><thead><tr><th>L</th><th>phase</th><th>F/||</th><th>fTI</th><th>ESS (%)</th><th>z</th></tr></thead><tbody><tr><td>4</td><td>symmetric</td><td>-0.687128(13)</td><td>-0.687127(39)</td><td>99.8</td><td>-0.03</td></tr><tr><td>8</td><td>symmetric</td><td>-0.670... | 
<table><tr><th>L</th><th>phase</th><th>F/||</th><th>fTI</th><th>ESS (%)</th><th>z</th></tr><tr><td>4</td><td>symmetric</td><td>-0.687128(13)</td><td>-0.687127(39)</td><td>99.8</td><td>-0.03</td></tr><tr><td>8</td><td>symmetric</td><td>-0.670360(7)</td><td>-0.670380(17)</td><td>99.0</td><td>+1.... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18863 | ["table"] | {"font_size": 10, "font_format": "monospace", "table_style": "striped", "figure_style": "borderless", "text_color": "dark_gray", "column_layout": "one_column"} | {} | [] |
synthetic_00000027 | 27 | full240_2026-10-14/sample_00035 | 1 | page-images/synthetic_00000027.png | <div data-bbox="[241, 217, 758, 289]" data-label="Section-Header"><h1>Is the School Lunch Nutrition Policy Improving Student Health at the Westfield Mine Primary School?</h1></div>
<div data-bbox="[446, 347, 551, 358]" data-label="Text"><p>15 June 2003</p></div>
<div data-bbox="[207, 404, 453, 420]" data-label="Section... | 
# Is the School Lunch Nutrition Policy Improving Student Health at the Westfield Mine Primary School?
15 June 2003
## Executive Summary
The pilot nutrition policy was launched on 1 March 2023 at the Westfield Mi... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18863 | ["bibliography", "footnote", "formula", "page_footer"] | {"font_size": 11, "font_format": "sans_serif", "table_style": "borderless", "figure_style": "borderless", "text_color": "black", "column_layout": "one_column"} | {"genre": "project status report", "register": "plain and administrative, short declarative sentences", "angle": "a review of a policy and its effects", "setting": "a mining operation in Australia", "title_style": "a title phrased as a question", "section_count": 6, "paragraphs_per_section": 3, "sentences_per_paragraph... | [] |
synthetic_00000028 | 28 | full240_2026-10-14/sample_00035 | 2 | page-images/synthetic_00000028.png | <div data-bbox="[206, 165, 382, 182]" data-label="Section-Header"><h2>Methodology</h2></div>
<div data-bbox="[206, 199, 791, 247]" data-label="Text"><p>Data were collected monthly from school meal logs, with each entry capturing portion size, nutrient content, and student consumption rates, using the standardized Nutri... | 
## Methodology
Data were collected monthly from school meal logs, with each entry capturing portion size, nutrient content, and student consumption rates, using the standardized Nutrition Tracking System (NTS) version 3.2.
A control group o... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18863 | ["bibliography", "footnote", "formula", "page_footer"] | {"font_size": 11, "font_format": "sans_serif", "table_style": "borderless", "figure_style": "borderless", "text_color": "black", "column_layout": "one_column"} | {"genre": "project status report", "register": "plain and administrative, short declarative sentences", "angle": "a review of a policy and its effects", "setting": "a mining operation in Australia", "title_style": "a title phrased as a question", "section_count": 6, "paragraphs_per_section": 3, "sentences_per_paragraph... | [] |
synthetic_00000029 | 29 | full240_2026-10-14/sample_00035 | 3 | page-images/synthetic_00000029.png | <div data-bbox="[206, 165, 437, 178]" data-label="Section-Header"><h2>Recommendations</h2></div>
<div data-bbox="[205, 199, 791, 246]" data-label="Text"><p>We recommend extending the nutrition education module to include a hands‑on cooking workshop each semester, which research indicates can improve willingness to try ... | 
## Recommendations
We recommend extending the nutrition education module to include a hands‑on cooking workshop each semester, which research indicates can improve willingness to try new foods by up to 25 percent.
The school should implemen... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18863 | ["bibliography", "footnote", "formula", "page_footer"] | {"font_size": 11, "font_format": "sans_serif", "table_style": "borderless", "figure_style": "borderless", "text_color": "black", "column_layout": "one_column"} | {"genre": "project status report", "register": "plain and administrative, short declarative sentences", "angle": "a review of a policy and its effects", "setting": "a mining operation in Australia", "title_style": "a title phrased as a question", "section_count": 6, "paragraphs_per_section": 3, "sentences_per_paragraph... | [] |
synthetic_00000030 | 30 | full240_2026-10-14/sample_00038 | 1 | page-images/synthetic_00000030.png | <div data-bbox="[236, 219, 760, 266]" data-label="Section-Header"><h1>DoubtLess: Training-Free Contrastive Decoding for Efficient Reasoning</h1></div>
<div data-bbox="[449, 320, 548, 330]" data-label="Text"><p>2003-07-23</p></div>
<div data-bbox="[208, 377, 658, 415]" data-label="Section-Header"><h2>The logit differenc... | 
# DoubtLess: Training-Free Contrastive Decoding for Efficient Reasoning
2003-07-23
## The logit difference as a ratio of probabilities
Write pM, pb and pv for the softmax distributions of , and , and ZM, Zb, Zv ... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18862 | ["table"] | {"font_size": 11, "font_format": "monospace", "table_style": "ruled", "figure_style": "borderless", "text_color": "black", "column_layout": "one_column"} | {} | [] |
synthetic_00000031 | 31 | full240_2026-10-14/sample_00038 | 2 | page-images/synthetic_00000031.png | <div data-bbox="[207, 166, 389, 178]" data-label="Section-Header"><h2>Related work</h2></div>
<div data-bbox="[206, 200, 786, 294]" data-label="Text"><p>Reasoning models spend a large share of their tokens re-deriving and re-verifying results they have already reached, even on simple problems [1, 2], and their token sp... | 
## Related work
Reasoning models spend a large share of their tokens re-deriving and re-verifying results they have already reached, even on simple problems [1, 2], and their token spend tracks the difficulty of a problem only loosely [33]. Section 1 shows that the ... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18862 | ["table"] | {"font_size": 11, "font_format": "monospace", "table_style": "ruled", "figure_style": "borderless", "text_color": "black", "column_layout": "one_column"} | {} | [] |
synthetic_00000032 | 32 | full240_2026-10-14/sample_00038 | 3 | page-images/synthetic_00000032.png | <div data-bbox="[206, 169, 776, 198]" data-label="Text"><p>strength at decoding time and can be added to a model trained this way (Section 1).</p></div> | 
strength at decoding time and can be added to a model trained this way (Section 1). | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18862 | ["table"] | {"font_size": 11, "font_format": "monospace", "table_style": "ruled", "figure_style": "borderless", "text_color": "black", "column_layout": "one_column"} | {} | [] |
synthetic_00000033 | 33 | full240_2026-10-14/sample_00039 | 1 | page-images/synthetic_00000033.png | <div data-bbox="[140, 202, 859, 257]" data-label="Section-Header"><h1>Threading Performance: A Textile Exporter's Guide to Index Tuning for Write-Heavy Order Systems</h1></div>
<div data-bbox="[433, 320, 567, 336]" data-label="Text"><p>June 29, 2024</p></div>
<div data-bbox="[120, 374, 414, 394]" data-label="Section-He... | 
# Threading Performance: A Textile Exporter's Guide to Index Tuning for Write-Heavy Order Systems
June 29, 2024
## Executive Summary
Bangladesh's leading garment exporter, Shanta Textiles, recently overhauled it... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18862 | ["figure"] | {"font_size": 12, "font_format": "sans_serif", "table_style": "striped", "figure_style": "borderless", "text_color": "dark_blue", "column_layout": "two_column"} | {"genre": "cooking and nutrition guide", "register": "journalistic, with concrete examples and quotes", "angle": "a review of a policy and its effects", "setting": "a textile exporter in Bangladesh", "title_style": "a title with a colon and a subtitle", "section_count": 9, "paragraphs_per_section": 2, "sentences_per_pa... | [] |
synthetic_00000034 | 34 | full240_2026-10-14/sample_00039 | 2 | page-images/synthetic_00000034.png | <div data-bbox="[118, 163, 490, 195]" data-label="Text"><p>hour without a single timeout, a 10 to 15 percent improvement over the previous peak.</p></div>
<div data-bbox="[118, 201, 491, 267]" data-label="Text"><p>Production manager Laila Hossain noted that order confirmations now reach customers within two minutes, co... | 
hour without a single timeout, a 10 to 15 percent improvement over the previous peak.
Production manager Laila Hossain noted that order confirmations now reach customers within two minutes, compared with the earlier five‑minute window.
## C... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18862 | ["figure"] | {"font_size": 12, "font_format": "sans_serif", "table_style": "striped", "figure_style": "borderless", "text_color": "dark_blue", "column_layout": "two_column"} | {"genre": "cooking and nutrition guide", "register": "journalistic, with concrete examples and quotes", "angle": "a review of a policy and its effects", "setting": "a textile exporter in Bangladesh", "title_style": "a title with a colon and a subtitle", "section_count": 9, "paragraphs_per_section": 2, "sentences_per_pa... | [] |
synthetic_00000035 | 35 | full240_2026-10-14/sample_00042 | 1 | page-images/synthetic_00000035.png | <div data-bbox="[335, 217, 665, 241]" data-label="Section-Header"><h1>Hybrid Reasoning Agents</h1></div>
<div data-bbox="[422, 304, 576, 320]" data-label="Text"><p>4 February 2024</p></div>
<div data-bbox="[183, 368, 454, 389]" data-label="Section-Header"><h2>In-depth Analyses</h2></div>
<div data-bbox="[181, 407, 816,... | 
# Hybrid Reasoning Agents
4 February 2024
## In-depth Analyses
RoadMap. We further analyze from 3 complementary perspectives to assess the method design and better understand its hybrid reasoning behavior. (i) T... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18861 | ["table"] | {"font_size": 12, "font_format": "sans_serif", "table_style": "borderless", "figure_style": "bordered", "text_color": "dark_gray", "column_layout": "one_column"} | {} | [] |
synthetic_00000036 | 36 | full240_2026-10-14/sample_00042 | 2 | page-images/synthetic_00000036.png | <div data-bbox="[191, 160, 807, 402]" data-label="Table"><table><thead><tr><th>Method</th><th>AIME25</th><th>AIME26</th><th>MATH500</th><th>GPQA-D</th><th>MedQA</th><th>MuSiQue</th></tr></thead><tbody><tr><td>Coconut</td><td>13.1</td><td>9.6</td><td>51.4</td><td>26.8</td><td>61.7</td><td>14.0</td></tr><tr><td>SoftCoT</... | 
<table><tr><th>Method</th><th>AIME25</th><th>AIME26</th><th>MATH500</th><th>GPQA-D</th><th>MedQA</th><th>MuSiQue</th></tr><tr><td>Coconut</td><td>13.1</td><td>9.6</td><td>51.4</td><td>26.8</td><td>61.7</td><td>14.0</td></tr><tr><td>SoftCoT</td><td>16.5</td><td>17.9</td><td>63.6</td><td>28.9</t... | synthetic_layout_real_text | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18861 | ["table"] | {"font_size": 12, "font_format": "sans_serif", "table_style": "borderless", "figure_style": "bordered", "text_color": "dark_gray", "column_layout": "one_column"} | {} | [] |
synthetic_00000037 | 37 | full240_2026-10-14/sample_00043 | 1 | page-images/synthetic_00000037.png | <div data-bbox="[225, 209, 773, 279]" data-label="Section-Header"><h1>Post‑2024 Vaccination Campaign Failure Analysis at the Kalgoorlie Lithium Mine</h1></div>
<div data-bbox="[425, 333, 574, 343]" data-label="Text"><p>7 December 2001</p></div>
<div data-bbox="[221, 385, 636, 401]" data-label="Section-Header"><h2>Backg... | 
# Post‑2024 Vaccination Campaign Failure Analysis at the Kalgoorlie Lithium Mine
7 December 2001
## Background and Failure Overview
The onsite influenza vaccination drive for shift workers was scheduled for June... | synthetic_both | synctex | ocr-layout-html-v2.1 | ocr-layout-md-v1 | true | synthetic-latex-pipeline | 2610.18861 | ["bibliography", "code_block", "figure", "formula", "list", "page_footer", "page_header", "table"] | {"font_size": 10, "font_format": "monospace", "table_style": "striped", "figure_style": "bordered", "text_color": "black", "column_layout": "one_column"} | {"genre": "course syllabus", "register": "practical and instructional, addressing the reader directly", "angle": "an analysis of a failure and its causes", "setting": "a mining operation in Australia", "title_style": "a long specific title of 9 to 14 words naming the setting or year", "section_count": 2, "paragraphs_pe... | [] |
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