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17 papers in the last four weeks, up 89% on the four weeks before. 0.2% of all new papers.

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  1. Follow the Entities: A Corpus Map for Agentic Search

    Sep 29, 2026Soyeong Jeong, Sujay Kumar Jauhar, Sung Ju Hwang +1Agentic SearchText Corpora

    KAIST · Microsoft

  2. Zero-Shot Cue-Grounded Topic Segmentation of Spoken Documents

    Sep 28, 2026Suhwan Choi, Myeongho Jeon, Myungjoo KangTranscriptDocument

    Seoul National University · KAIST

  3. Learning to Learn from Context: Synthetic Training from Perturbed Public Documents

    Sep 27, 2026Haoyi Wu, Yang Xiao, Yusong Sun +4LLM Reasoning StrategiesContextual Reasoning

    AllSpark Team

  4. DocuTeam: Mixed-Initiative Multi-Agent Discussions around Evolving Documents

    Sep 24, 2026Heechan Lee, Juhyeon Choi, Tae Soo Kim +2CollaborationArtificial Intelligence Agents

    School of Computing, KAIST, Daejeon, Republic of Korea · College of Liberal Studies, Seoul National University, Seoul, Republic of Korea · SkillBench, Santa Barbara, CA, USA

  5. Same Scores, Different Decisions: Evaluating JEV and Language Models for Legal Document Understanding

    Sep 23, 2026Fan Zhang, Yankai Chen, Zhuohan Xie +11ContractsLanguage Model Computes

    The University of Tokyo · MBZUAI · McGill University +8

  6. LexLattice: Multilingual Extractive Summarization via Neural Cellular Automata on Document Hierarchies

    Sep 22, 2026Sujay Uday Rittikar, Sheela RamannaSummarizationDocument

    Applied Computer Science The University of Winnipeg Winnipeg, MB

  7. Knowledge Pull Requests for Continual Document Authoring

    Sep 22, 2026Alexander Martin, Benjamin Van DurmeMultimodal Knowledge EditingPull Requests

    Johns Hopkins University

  8. Document Retrieval-Aware Chunking (D-RAC): Universal Retrieval-Aware Ingestion of Enterprise Documents via PDF Normalization and Multimodal Markdown Conversion

    Sep 21, 2026Uday Allu, Abhivanth Sivaprakash, Pratik Singh +1ChunkDocument

    AI Research Team Yellow.ai · AI Research Team, Yellow.ai

  9. DocAttriBench: Benchmarking Answer Grounding in Document Visual Question Answering

    Sep 17, 2026Luca De Grandis, Silvia Cappelletti, William Raccagni +3Human-Annotated BenchmarkDocument

    University of Modena and Reggio Emilia, Modena, Italy · University of Modena and Reggio Emilia Modena, Italy · University of Pisa, Pisa, Italy +1

  10. 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.

  11. Size Matters: Foundation Model for Czech HTML documents

    Sep 16, 2026Martin Dvořák, Vít Tlustoš, Artyom Voronin +4Wireless Foundation ModelsDocument

    Seznam.cz, Prague, Czech Republic

  12. GVD: Governed Versioning and Deduplication for Document Repositories

    Sep 15, 2026Mohammadreza Sediqin, Shivali Dalmia, Sumukha Thoppanahalli +1VersionDocument

    Centific Research New York, USA · Centific Research Seattle, USA

  13. Diagnosing the Fact-Grounding Gap in Multi-Hop Question Answering

    Sep 15, 2026Kevin Mo, Nathan Mo, Richard ZhuMulti-Hop ReasoningQuestion-Answering Benchmarks

    Independent · Northwestern University

  14. SyntheticDoc: A Large Synthetic Dataset for Document Unwarping and Illumination Correction

    Sep 14, 2026Daniel Woortmann, Tanguy Magne, Olga Sorkine-HornungSynthetic-To-Real Domain GapLarge-Scale 3D Editing Dataset

    ETH Zurich, Department of Computer Science, Universitätstrasse 6, 8092 Zurich, Switzerland

  15. Automated Detection and Structuring of Social Tipping Point Evidence in Climate related Documents: A Modular AI Framework

    Sep 14, 2026Kavindu Perera, Mohammad Abaeiani, Ekaterina Gilman +14Large Language Model ClassificationBert-Based Models

    Center for Applied Computing, University of Oulu, Oulu, 90570, North Ostrobothnia, Finland. · Center for Machine Vision and Signal Analysis, University of Oulu, Oulu, 90570, North Ostrobothnia, Finland. · ITML CY, 185 Arch. Makariou III Ave, Limassol, 3095, Cyprus. +6

  16. SentryLine: Evidence-Grounded Question Answering over Evolving Documents in Oncology Care

    Sep 8, 2026Tampu Ravi Kumar, Gaurav Najpande, Muhammad Ali Khan +7Evidence-Grounded QuestionsQuestion

    Arizona State University · Mayo Clinic · Jawaharlal Nehru Medical College

  17. When Superpixels Fail on Documents: A Study of Segmentation for LIME Explanations

    Sep 7, 2026Quentin Telnoff, Emanuela Boros, Mickaël Coustaty +3InterpretabilityDocument

    1L3i, University of La Rochelle · 2Itesoft

  18. SciDocBench: A Workflow-Centered Benchmark and Data Pipeline for Scientific Document Understanding

    Sep 4, 2026Shenxi Wu, Yuhong Liu, Haosong Zhang +8Scientific DiscoveryDocument

    The Chinese University of Hong Kong · Shanghai Artificial Intelligence Laboratory · New York University +5

  19. STAIR (STructure Aware Information Retriever): A novel dataset and LLM based retriever for document structure augmentation

    Sep 3, 2026Vineet Kumar, Meghanadh Pulivarthi, vishwajeet kumar +3Precision RecallDocument

    IBM

  20. 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

  21. MIDR: Enrichment-Augmented Indexing for Multimodal Document Retrieval

    Sep 1, 2026Debanjan Mahata, Atharva Tendle, Daniel Preotiuc-Pietro +2Multimodal RetrievalDocument

    Bloomberg, NYC, USA

  22. Joint Training Is Not Enough: Conditioned Cross-Granularity Training for Multimodal Document Understanding

    Sep 1, 2026Chengguang Gan, Yunhao Liang, Hanjun Wei +2Multimodal DocumentsDocument

    Independent Researcher · University of Chinese Academy of Sciences · Department of Information Convergence Engineering, Pusan National University, South Korea +1

  23. Doc-REFRAG: Rethinking Multimodal Document Retrieval-Augmented Generation

    Aug 31, 2026Ruofan Hu, Shengyang Xu, Minjie Hong +5Multimodal Retrieval Augmented GenerationMultimodal Documents

    Zhejiang University

  24. Beyond Visual Evidence: Revealing and Mitigating Relational Privacy Leakage in Document MLLMs

    Aug 13, 2026Beining Xu, Hairui Wang, Jiaxin Wang +2PrivacyMultimodal Large Language Models

  25. InSight-doc: Agentic Visual Perception for Long-Document Understanding

    Aug 11, 2026Kaican Li, Weiyan Xie, Lewei Yao +4Visual Document RetrievalRecent Vision-Language Models

    1The Hong Kong University of Science and Technology · 2Huawei

  26. FormStruct-Bench:A Hierarchical and Diagnostic Benchmark for Table-Form Document Structure Recognition

    Aug 11, 2026Lujie Ban, Jiangtao Zhu, Yuanheng Yu +2Structured ContextDocument

    The Chinese University of Hong Kong, Shenzhen · University of Washington

  27. Locating Failure in Multi-Page Visually Rich Document Understanding: An Empirical Attribution

    Aug 8, 2026Lewei Xu, Yihao Ding, Zihan Xu +5Visual Document RetrievalDocument

    The University of Western Australia · The University of Melbourne · Weill Cornell Medicine

  28. DocMemo: Dynamic Evidence Discovery via Probabilistic Memory-Guided Retrieval for Multi-Modal Document Understanding

    Aug 7, 2026Hanshu Yao, Janfeng Zhong, Niu Lian +1DocumentMulti-Hop Reasoning

    1Harbin Institute of Technology, Shenzhen · 2Tsinghua Shenzhen International Graduate School, Tsinghua University

  29. TeXFix-Bench: An Empirically Grounded Multi-Format Benchmark for LLM-Based Document Source Repair

    Aug 7, 2026Prajwal S. VenkateshmurthyRepairDocumentation

    Independent Researcher San Jose, CA, USA

  30. 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.

  31. Pre-Inference Routing for Cost-Efficient Document Field Extraction

    Aug 6, 2026Sreerekha RajendranExtractionDocument

    Independent Researcher Salt Lake City, Utah, United States

  32. Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding

    Aug 6, 2026Reza Khanmohammadi, Simerjot Kaur, Charese H. Smiley +2Confidence EstimationRecent Vision-Language Models

    Michigan State University East Lansing, Michigan, USA · JPMorgan AI Research New York, New York, USA

  33. Benchmarking and Enhancing LLMs for Rule-Intensive Review of National Standard Documents

    Aug 6, 2026Tao Wang, Qihao Yang, Rongjiao Liang +4ReviewDocument

    School of Computer Science, South China Normal University, Guangzhou, China · School of Artificial Intelligence, Shanghai Jiao Tong University, Shanghai, China · China National Institute of Standardization, Beijing, China

  34. Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations

    Aug 6, 2026Sagar Tamang, Ayush Vyas, Tabarakul HazarikaDocumentChunk

    1Indian Institute of Technology Patna, Bihta, India · 2TwoSpoon, India.

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

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

    1Tsinghua University · 2Wechat Vision, Tencent

  36. Thinking with Anchors: Grounded and Efficient Document Reasoning

    Aug 5, 2026Sichen Zhu, Yuchen Zhu, Wenzhuo Xu +13Weak Visual GroundingDocument

    1Georgia Tech · 2CMU · 3Adobe +5

  37. Training Documents Reranker with Search Rubrics for Deep Research Agent

    Aug 4, 2026Wenhan Liu, Yu Lu, Qiaolin Xia +8Cross-Encoder RerankingDeep Research

    1Gaoling School of Artificial Intelligence, Renmin University of China · 2Tencent, Beijing, China

  38. Floor, Ceiling, and the Fusion Gap: How Much of Crowd Reading Attention Can Machines Predict?

    Aug 3, 2026Kazuki Nakayashiki, Keisuke WatanabeReadabilityCeiling

    Glasp Inc.

  39. DocPO: Advancing Document Policy Optimization via Tailored Step-Aware Rewards

    Aug 1, 2026Yunhao Wang, Binghong Wu, Zhenyu Huang +4Frictive Policy OptimizationDocument

    Tencent Hunyuan · Beijing, China · Shanghai, China +1

  40. ExtractBench: A Benchmark for Schema-Guided Enterprise Document Extraction

    Jul 31, 2026Boyang Zhang, Adrian Lyjak, Eli Stewart +2SchemaDocument

  41. Evidence-Grounded Constraint Checking in Construction Documents

    Jul 31, 2026Rashid Mushkani, Hugo Berard, Shin KosekiConstructionDocument

    Cocoon Lab.

  42. GVR-Coder: A Visual-Feedback Framework for Structured SVG Generation in Complex Document and Meeting Scenarios

    Jul 30, 2026Yiming Xu, Jihua Kang, Chunsai Du +5Scalable Vector GraphicDiagrams

    University of Science and Technology of China Hefei, Anhui, China · ByteDance Inc. Shanghai, China · Hefei University of Technology Hefei, Anhui, China

  43. Evidence Attribution in Visual Document Understanding without Coordinates or Region Labels

    Jul 27, 2026Zhuchenyang Liu, Yao Zhang, Yu XiaoVisual EvidenceVisual Document Retrieval

    Aalto University · Espoo, Finland

  44. Do Current Retrievers Cover All the Evidence? A Controlled Study of Conjunctive Cross-Page Retrieval

    Jul 27, 2026Sungguk Cha, DongWook Kim, Mintae Kim +3DocumentControlled Study

    LG Uplus, Seoul, South Korea

  45. HVM-GraphRAG: Holistic-View Multimodal Graph Retrieval-Augmented Generation on Complex Document

    Jul 26, 2026Xin He, Yili Wang, Wenqi Fan +4Graph-Based Retrieval Augmented GenerationGraph-Llm Integrations

    Jilin University Changchun, China · The Hong Kong Polytechnic University Hong Kong SAR, China

  46. On Improving Faithfulness of Podcasts from Documents

    Jul 24, 2026Soumya Dutta, Tejas Indulal Dhamecha, Pannaga ShivaswamyExplanation FaithfulnessFaithfulness

    1Indian Institute of Science · 2Adobe Research

  47. Data Quality over Capacity: Internalizing Documents into LoRA Adapters for Closed-Book QA

    Jul 23, 2026Joan Figuerola HurtadoLarge Language Model AdaptationLow-Rank Adaptation Adapters

    Independent Researcher

  48. Khondo: A Multimodal Benchmark for Document Packet Splitting of Bangla Forms

    Jul 23, 2026Abu Tyeb Azad, Fahim Ahmed, Ishita Sur Apan +7DocumentBangla

    Wichita State University, USA · CCDS, Independent University, Bangladesh · Amazon GenAI, USA

  49. DocOps: A Verifiable Benchmark for Autonomous Agents in Complex Document Operations

    Jul 22, 2026Jiazhen Jiang, Boxi Cao, Lingyong Yan +6Autonomous AgentsDocument

    Chinese Information Processing Laboratory Institute of Software, Chinese Academy of Sciences · University of Chinese Academy of Sciences · Baidu Inc.

  50. Beyond Relevance-Centric Retrieval: Rubric-Oriented Document Set Selection and Ranking

    Jul 22, 2026Kailin Jiang, Lei Liu, Jian Xi +7RelevanceDocument

    University of Science and Technology of China · Yuanbao Team, Tencent · University of Chinese Academy of Sciences +1

  51. Visual Information Extraction from Documents via Classification-Guided Large Vision-Language Models

    Jul 22, 2026Huafu Li, Guo Chen, Jia Xia +5Visual Document RetrievalRecent Vision-Language Models

    China Mobile Information Technology Co., Ltd., Shenzhen, 518000, China · School of Information Science and Engineering, NingboTech University, Ningbo, 315100, China

  52. XL-DocBench: Benchmarking Evidence-Grounded Extra-Long Document Understanding

    Jul 21, 2026Hongchen Wei, Yuanzhe Wang, Bei Liu +9DocumentQuestion-Answering Benchmarks

    1Wuhan University · 2Microsoft

  53. HPD-Parsing: Hierarchical Parallel Document Parsing

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

  54. MonkeyOCRv2: A Visual-Text Foundation Model for Document AI

    Jul 13, 2026Yuliang Liu, Zhang Li, Ziyang Zhang +11Lingdt-Vl-OcrVisual Document Retrieval

    1Huazhong University of Science and Technology · 2Kingsoft Office

  55. GDP.pdf: Benchmarking Grounded Multimodal Reasoning over Professional PDF Documents

    Jul 13, 2026Suhaas Garre, Emily Ritchie, Sushant Mehta +1DocumentMultimodal Reasoning

    Surge AI

  56. Leveraging Interpretable Tsetlin Machine for PDF Malware Detection

    Jul 10, 2026Rahul JaiswalMalwareDocument

    The Centre for Artificial Intelligence Research (CAIR) · Department of ICT, University of Agder, Norway

  57. Secret Scanner Agent: Extracting Secrets and Access Context from Unstructured Documents

    Jul 10, 2026Zixiao Chen, Mariko Wakabayashi, Charlotte SiskaSecurity EvaluationData Leakage

    Microsoft, Redmond, WA, USA

  58. DocMaster: A Hierarchical Structure-Aware System for Document Analysis

    Jul 9, 2026Ziqi Chen, Yingli Zhou, Fangyuan Zhang +3DocumentDocumentation

    The Chinese University of Hong Kong, Shenzhen · The Chinese University of Hong Kong · OceanBase, AntGroup

  59. A Vision Based System for Guided and Collaborative Reconstruction of Fragmented Documents

    Jul 3, 2026Oliver Krumpek, Diana LeoCultural HeritageDocument

    Fraunhofer IPK, dept. Machine Vision, Pascalstr. 8-9, 10587 Berlin, Germany

  60. Can Language Models Actually Retrieve In-Context? Drowning in Documents at Million Token Scale

    Jul 1, 2026Siddharth Gollapudi, Nilesh Gupta, Prasann Singhal +1In-ContextText Corpora

    UC Berkeley · UT Austin