Document Parsing

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5 papers in the last four weeks, down 17% on the four weeks before. 0.1% of all new papers.

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  1. From Rules to Neural Graphs: Scalable Structured Prediction for Patent Prior Art Search

    Oct 1, 2026Nikolai Zenovkin, Sebastian BjörkqvistPatentGraph-Based Retrieval

    IPRally Technologies Oy, Helsinki, Finland

  2. Xiaomi-OCR-0 Technical Report

    Sep 28, 2026Xin Chen, Anan Du, Feng Feng +7Lingdt-Vl-OcrDocument Parsing

    SeerRay Team

  3. Layout-Guided Masking for GROBID: Lightweight Structural Gains in Large-Scale Scientific PDF Ingestion

    Sep 22, 2026Luca Foppiano, Sana Khamassi, Vipul GuptaDocument ParsingUnnormalized Probability Densities

    ScienciaLAB, Portugal · Helmholtz-Zentrum Hereon, Germany

  4. Collapse, Not Complexity: Failure-Conditioned Decomposition Repair for End-to-End Document Parsing

    Sep 20, 2026Xingyu Lin, Dehui DuDocument ParsingCollapse

    Software Engineering Institute, East China Normal University Shanghai, China

  5. WeVisDoc: From Coverage to Capability for Robust End-to-End Document Parsing

    Sep 17, 2026Hao Yu, Kang Liu, Linnan Zhao +4Document ParsingDocument

    WeChat Vision, Tencent Inc.

  6. Jina-OCR-v1: Efficient Document Parsing with Speculative Decoding and Dense Verifiable Rewards

    Sep 2, 2026Alejandro Barón García, Feng Wang, Emilia Garcia Casademont +1Lingdt-Vl-OcrDocument Parsing

    Jina AI by Elastic · New Montgomery Street, San Francisco, CA 94105, USA

  7. Where the Verifier Fails: A Category-Level Audit of Reward Signals in RLVR

    Sep 1, 2026Esther XinVerifiable RewardsReinforcement Learning With Verifiable Reward

    Independent Researcher

  8. From Diagnosis to Correction: Benchmarking and Improving Real-World Table Parsing

    Aug 10, 2026Jutao Xiao, Yuan Qu, Dongsheng Ma +7Document ParsingTabular Data

    Zhejiang University · Shanghai Artificial Intelligence Laboratory · 1Zhejiang University, 2Shanghai Artificial Intelligence Laboratory +3

  9. Hallucination-Free GUI Grounding via Regression-Free Layout-Aware Matching

    Aug 10, 2026Yuke Li, Xuehan HouGraphical User InterfaceLayouts

    School of Electronic and Computer Engineering, Peking University, Shenzhen, China

  10. Stoicheia: Character-Level Masked Diffusion for Ancient Greek Textual Restoration, Parsing, and Metrical Scansion

    Aug 7, 2026Eric Cullhed, Albin Thörn ClelandGreekCharacter Error Rate

    Department of Linguistics and Philology · Uppsala University · Sweden +2

  11. Stockmark-Nemotron-3-Nano-Omni-JapanDocReader: Structured Document Parsing via Capability Injection and Forgetting Control

    Aug 7, 2026Shi Chen, Hayato Aida, Makoto Morinaga +2Document ParsingMultimodal Documents

    Stockmark Inc.

  12. SAGA: Score-Weighted Adaptive Generation Alignment for Low-Resource Nordic Language Models

    Aug 6, 2026Hoda Fakharzadehjahromy, Emil Wiman, Andreas Bueff +2Document Parsing

    Linköping University · University of Iceland

  13. PaDoc: Layout-Grounded Parallel Decoding for Document Parsing

    Aug 6, 2026Hao Yu, Jiabo Zhan, Kang Liu +8Document ParsingDocument

    1Tsinghua University · 2Wechat Vision, Tencent

  14. HPD-Parsing: Hierarchical Parallel Document Parsing

    Jul 21, 2026Shu Wei, Jingjing Wu, Lingshu Zhang +10Document ParsingMulti-Token Prediction

  15. Towards Hierarchical Structure Understanding of Newspaper Images

    Jul 16, 2026William Mocaër, Solène Tarride, Thomas Constum +7Document ParsingHierarchical

    LITIS UR4108, University of Rouen Normandy, France · Teklia, Paris, France · LITIS UR4108, INSA of Rouen Normandy, France +1

  16. OvisOCR2 Technical Report

    Jul 15, 2026Shiyin Lu, Yinglun Li, Yu Xia +10Document ParsingTechnical Report

    ATH-MaaS, Alibaba Group

  17. Parse, Search, and Confirmation: Training-Free Aerial Vision-and-Dialog Navigation with Chain-of-Thought Reasoning and Structured Spatial Memory

    Jul 13, 2026Yu Qi, Hongyu Li, Shaofei Huang +6Aerial Vision-Language NavigationUnmanned Aerial Vehicles

    School of Computer Science and Information Engineering, Hefei University of Technology · School of Artificial Intelligence, Beihang University · University of Macau +2

  18. Non-binary bottom-up constituency parsing without arity actions

    Jul 12, 2026Jungyeul Park, Eunkyul Leah Jo, Zihao HuangDocument ParsingHigher-Order Structures

    Korea Advanced Institute of Science & Technology, Daejeon, South Korea · The University of British Columbia, Vancouver, Canada

  19. Infinity-Parser2 Technical Report

    Jul 8, 2026Zuming Huang, Jun Huang, Kexuan Ren +12Document ParsingMultimodal Documents

  20. HunyuanOCR-1.5: Making Lightweight OCR VLMs Faster and Better

    Jul 6, 2026Gengluo Li, Xingyu Wan, Shangpin Peng +20Lingdt-Vl-OcrRecent Vision-Language Models

    Institute of Information Engineering, Chinese Academy of Sciences · Large Language Model Department, Tencent · Nankai University

  21. On the Role of Directionality in Structural Generalization

    Jul 2, 2026Zichao WeiDocument ParsingRole

    Saarland University

  22. Semantic-Guided Reading Order Reconstruction in Historical Armenian Newspapers with LLMs

    Jul 1, 2026Chahan Vidal-Gorène, Nadi Tomeh, Victoria KhurshudyanOptical Character RecognitionDocument Parsing

    CJM, LIPN · 1 École nationale des chartes-PSL · Laboratoire d’Informatique Paris Nord +4

  23. StrucTab: A Structured Optimization Framework for Table Parsing

    Jun 29, 2026Gengluo Li, Shangpin Peng, Chengquan Zhang +10Document ParsingStructure-Aware

    Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China · School of Cyber Security, University of Chinese Academy of Sciences, China · LLM Department, Tencent, China +3

  24. Structure-Preserving Document Translation via Multi-Stage LLM Pipeline: A Case Study in Marathi

    Jun 27, 2026Manasi Waghe, Danish Chandargi, Mohammad Aamir Rayyan +2Document ParsingDocument

    Pune Institute of Computer Technology, Pune, India · L3Cube Labs, Pune, India · Indian Institute of Technology Madras, Chennai, India

  25. RT-DocLayout: Real-Time End-to-End Document Layout Analysis with Reading Order in the Wild

    Jun 22, 2026Cheng Cui, Tingquan Gao, Xueqing Wang +11Document ParsingOrder Matters

    PaddlePaddle Team, Baidu Inc.

  26. PARSE: Provenance-Aware Retrieval Sanitization for Professional Domain LLM Agents

    Jun 16, 2026Aaditya PaiDocument ParsingPersonalized Large Language Model Agents

    Data Science Institute Columbia University

  27. ParseFixer: An Agentic Framework for Document Parsing via Selective Multimodal Correction

    Jun 10, 2026LeKai Yu, Hao Liu, Kun Wang +4Document ParsingDocument

    Shandong University · Southeast University

  28. RealDocBench: A Benchmark for Field-Level QA and Layout Understanding on Real-World Regulated Documents

    Jun 5, 2026Ameya Joshi, Joon Kim, Gus Eggert +5Document ParsingDocument

    Extend AI

  29. PereStruct: Multimodal Semantic Assembly for Robust Historical Document Parsing

    Jun 3, 2026Maksim Shandybo, Ivan Bespalov, Daniil Yefimov +2Document ParsingHistory

    1IGIC RAS, Moscow, Russian Federation · 2Yandex Cloud, Moscow, Russian Federation · 3National University of Science and Technology MISIS, Moscow, Russian Federation +1

  30. Dr. DocBench: A Comprehensive Benchmark for Expert-Level and Difficult Document Parsing

    May 31, 2026Minglai Yang, Xinyan Velocity Yu, Pengyuan Li +22Document ParsingDocument

    2077AI · University of Arizona · University of Southern California +8

  31. MinerU-Popo: Universal Post-Processing Model for Structured Document Parsing

    May 24, 2026Bangrui Xu, Ziyang Miao, Xuanhe Zhou +8Document ParsingOptical Character Recognition

    Shanghai Jiao Tong University · Shanghai Artificial Intelligence Laboratory, OpenDataLab · University of California, Berkeley

  32. MPDocBench-Parse: Benchmarking Practical Multi-page Document Parsing

    May 21, 2026Bangbang Zhou, Hangdi Xing, Yifan Chen +8Document ParsingDocument

    University of Science and Technology of China · Tongyi Lab, Alibaba Group

  33. Structured Layout Priors for Robust Out-of-Distribution Visual Document Understanding

    May 19, 2026Peter El Hachem, Ahmed Nassar, A. Said Gurbuz +2Visual Document RetrievalDocument Parsing

    ETH Zurich Rämistrasse, Switzerland · IBM Research Rüschlikon, Switzerland

  34. How Do Document Parsers Break? Auditing Structural Vulnerability in Document Intelligence

    May 19, 2026Yue Chen, Yihao Wang, Ziyi Tang +2Document ParsingModel Auditing

    Sun Yat-sen University · Chaotic Pendulum Lab · Nanyang Technological University

  35. Prefix-Adaptive Block Diffusion for Efficient Document Recognition

    May 16, 2026Mingxu Chai, Ziyu Shen, Chenyu Liu +9Document ParsingDiffusion Models

    Computation and Artificial Intelligence Innovative College, Fudan University, Shanghai, China · Shanghai Innovation Institute, Shanghai, China · ByteDance, Shanghai, China

  36. How Far Is Document Parsing from Solved? PureDocBench: A Source-Traceable Benchmark across Clean, Degraded, and Real-World Settings

    May 8, 2026Zhiheng Li, Zongyang Ma, Jiaxian Chen +12Document ParsingMulti-Image Editing Benchmarks

    CASIA · UCAS · Beijing Key Laboratory of Super Intelligent Security of Multi-Modal Information +6

  37. Structural Generalization on SLOG without Hand-Written Rules

    Apr 28, 2026Zichao WeiContext-Free GrammarsDocument Parsing

    Saarland University

  38. LLM-Guided Agentic Floor Plan Parsing for Accessible Indoor Navigation of Blind and Low-Vision People

    Apr 27, 2026Aydin Ayanzadeh, Tim OatesAccessibilityFloor Plan Generation

    University of Maryland, Baltimore County

  39. Lightweight and Production-Ready PDF Visual Element Parsing

    Apr 25, 2026Meizhu Liu, Yassi Abbasi, Matthew Rowe +2Document ParsingVisual Document Retrieval

    Oracle AI

  40. DocPrune:Efficient Document Question Answering via Background, Question, and Comprehension-aware Token Pruning

    Apr 24, 2026Joonmyung Choi, Sanghyeok Lee, Jongha Kim +4Visual Token PruningVisual Document Retrieval

    Korea University · KAIST · Adobe Research

  41. Prefix Parsing is Just Parsing

    Apr 23, 2026Clemente Pasti, Andreas Opedal, Timothy J. O'Donnell +2Context-Free GrammarsNext-Token Prediction

    1ETH Zürich · 2McGill University · 3Canada CIFAR AI Chair +2

  42. The COTe score: A decomposable framework for evaluating Document Layout Analysis models

    Mar 13, 2026Jonathan Bourne, Mwiza Simbeye, Ishtar GoviaDocument ParsingGround Truth

    THE 3TC AI · University College London · Amagi Brain Health

  43. LingDT-VL-OCR: Structure-Aware Document-Level Parsing with Fine-Grained Visual Reference

    Mar 11, 2026Siyi Qian, Xiongfei Bai, Bingtao Fu +4Document ParsingLingdt-Vl-Ocr

    Ant Group

  44. Real5-OmniDocBench: A Full-Scale Physical Reconstruction Benchmark for Robust Document Parsing in the Wild

    Mar 4, 2026Changda Zhou, Ziyue Gao, Xueqing Wang +4Document Parsing

    PaddlePaddle Team, Baidu Inc. · The Hong Kong University of Science and Technology (Guangzhou)

  45. HSD: Training-Free Acceleration for Document Parsing Vision-Language Models with Hierarchical Speculative Decoding

    Feb 13, 2026Wenhui Liao, Hongliang Li, Pengyu Xie +15Document ParsingSpeculative Decoding

    South China University of Technology, Guangzhou, China · Shanghai Artificial Intelligence Laboratory, Shanghai, China · Nanjing University, Nanjing, China +1

  46. TeleOCR: Navigating Document Parsing Across Digital and Camera-Captured Documents

    Date pendingPeng Cai, Zhaofan Zou, Shifa Liu +7Document ParsingLingdt-Vl-Ocr

    China Telecom Artificial Intelligence Technology (Beijing) Co., Ltd.