Document Chunking

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5 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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Latest papers 32

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  1. Does Document Structure Help Dense Retrieval? A Placebo-Controlled Ablation of Four Mechanisms Across Two Corpora

    Oct 7, 2026Andrey Kuehlkamp, Priscila Correa Saboia Moreira, Samuel RundInformation RetrievalDense Retrieval

    Center for Research Computing, University of Notre Dame Notre Dame, Indiana, USA

  2. Smart Content Ingestion for Generative AI Workloads

    Oct 5, 2026Abbas Raza Ali, Muhammad Ajmal Siddiqui, Moona ZahidDocument ChunkingDocument Information Extraction

    Citigroup Inc., London, United Kingdom · Ernst & Young LLP, London, United Kingdom · NVIDIA Corporation, London, United Kingdom

  3. ChunkRank: Model-Aware Text Chunking and Abstention-Aware Answer Selection for LLM Pipelines

    Sep 24, 2026Amit Nautiyal, Ayush Bhatt, Gaurav NautiyalDocument ChunkingQuestion Answering

  4. 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 +1Document ChunkingRetrieval-Augmented Generation

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

  5. Q&A on Any Spreadsheet Requires Interpreting Its Grid Structure

    Sep 17, 2026Zofia SmoleńDocument ChunkingTable QA

    Systems Research Institute, Polish Academy of Sciences Warsaw, Poland

  6. EAR: Entity-Aware Partitioning Approach for Retrieval-Augmented Generation Development

    Sep 14, 2026Cenab Batu Bora, Oylum Alatl\i, Sebnem Bora +1Document ChunkingRetrieval-Augmented Generation

    Georgia Institute of Technology, Atlanta, GA, USA · Ege University, Izmir, Turkey

  7. Doc2FRC: Length-Consistent Document-Level Machine Translation via Fixed-Range Chunking

    Sep 14, 2026Xiaotian Wang, Youyuan Lin, Zhan Shen +1Document ChunkingLLM Fine-Tuning

    The University of Tokyo · Riken · Kyoto University +1

  8. Configurable Semantic Chunking for Biomedical Information Extraction in Retrieval-Augmented Generation

    Aug 31, 2026Riya Ahuja, Tim Kacprowski, Roya Shiasi SardoabiRelation ExtractionDocument Chunking

    Institute of Data Science in Biomedicine, TU Braunschweig, Braunschweig, Germany · Braunschweig Integrated Centre of Systems Biology, TU Braunschweig, Braunschweig, Germany

  9. Right Reset: Chunking by Prefix Removal

    Aug 5, 2026Mike VegetoDocument ChunkingCausal Interventions in Language Models

    Independent Researcher

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

    Jul 23, 2026Abu Tyeb Azad, Fahim Ahmed, Ishita Sur Apan +7Document ChunkingMultilingual VLM Evaluation

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

  11. Evaluating Chunking Strategies for Retrieval-Augmented Generation on Academic Texts

    Jul 2, 2026Valentin J. J. Kreileder, Johannes Reisinger, Andreas FischerDocument ChunkingRetrieval-Augmented Generation

    Computer Science · Deggendorf Institute of Technology · Deggendorf, Germany

  12. When Does Overlap Help? OSU-Mem and a Cell-Conditional Analysis of Trajectory Memory for LLM Agents

    Jun 19, 2026Mellow Baixuan Chen, Xiangguo SunDocument ChunkingLLM Agent Memory

    Courant Institute of Mathematical Sciences, New York University, New York, USA · Southeast University, Nanjing, China

  13. Lost in a Single Vector: Improving Long-Document Retrieval with Chunk Evidence Aggregation

    Jun 17, 2026Shanshan Lyu, Yiwei Wang, Yujun Cai +2Long-Context RetrievalDocument Chunking

    Chongqing University · State Key Laboratory of AI Safety · Institute of Computing Technology, Chinese Academy of Sciences +2

  14. SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG

    Jun 16, 2026Amirhossein Abaskohi, Issam H. Laradji, Peter West +1Document ChunkingRetrieval-Augmented Generation

    University of British Columbia · ServiceNow Research

  15. SCAR: Semantic Continuity-Aware Retrieval for Efficient Context Expansion in RAG

    Jun 15, 2026Nathanaël LangloisDocument ChunkingRetrieval-Augmented Generation

    Horizon Flow

  16. Self-Conditioned Positional HNSW for Overlap-Aware Retrieval in Chunked-Document RAG Systems: Method and Industrial Evidence-Quality Audit

    Jun 1, 2026Nataraj Agaram Sundar, Tejas MorabiaDocument ChunkingRetrieval-Augmented Generation

    eBay Inc., San Jose, CA, USA

  17. Efficient RAG with Intent-Aware Retrieval and Semantics-Preserving Chunking

    May 31, 2026Fachrina Dewi Puspitasari, Chaoning Zhang, Jiaquan Zhang +6Multi-Hop QADocument Chunking

    School of Computer Science and Engineering, University of Electronic Science and Technology of China · Massachusetts General Hospital, Harvard University · Nota AI

  18. Chunking Methods on Retrieval-Augmented Generation - Effectiveness Evaluation Against Computational Cost and Limitations

    May 30, 2026Mateusz Śmigielski, Michał Rajkowski, Mateusz Zbrocki +5Document ChunkingRetrieval-Augmented Generation

    Department of Artificial Intelligence, Faculty of Information and Communication Technology, Wrocław University of Science and Technology, Wrocław 50-370, Poland

  19. Adaptive Targeted Dynamic Chunking for Tokenization-Free Hierarchical Model

    May 28, 2026Thang Dang, Akira Nakagawa, Kenichi Kobayashi +1Document ChunkingLanguage Modeling

    Fujitsu Research of America · Pittsburgh, PA, USA · Fujitsu Limited +1

  20. LitSeg: Narrative-Aware Document Segmentation for Literary RAG

    May 26, 2026Ruikang Zhang, Zhanni Chen, Yiqiao Cai +1Document ChunkingRetrieval-Augmented Generation

    Peking University, Beijing, China

  21. SEEK: Semantic Evidence Extraction via Adaptive ChunKing for Multilingual Fact-Checking

    May 26, 2026Gaurav Kumar, Babu Kumar, Ayush Garg +2Document ChunkingAutomated Fact-Checking

    Department of Data Science and Engineering Indian Institute of Science Education and Research, Bhopal, India

  22. Evaluation of Chunking Strategies for Effective Text Embedding in Low-Resource Language on Agricultural Documents

    May 21, 2026Sovandara Chhoun, Pichdara Po, Sereiwathna Ros +2Document ChunkingMultilingual IR

    Department of Big Data, Chungbuk National University, Cheongju-si, South Korea · Department of Computer Science, Chungbuk National University, Cheongju-si, South Korea · BigDataLabs Co., Ltd. Department of Management Information Systems, Chungbuk National University, South Korea

  23. Chunking German Legal Code

    May 19, 2026Max Prior, Natalia Milanova, Andreas SchultzDocument ChunkingRetrieval-Augmented Generation

    Technical University of Munich, Boltzmannstraße 3, 85748 Garching near Munich

  24. Dynamic Chunking for Diffusion Language Models

    May 15, 2026Yichen Zhu, Xiaoming Shi, Peng Zhao +3Document ChunkingAutoregressive Diffusion

    CSE, HKUST · Xiaohongshu Inc. · Alibaba group +1

  25. A Systematic Exploration of Text Decomposition and Budget Distribution in Differentially Private Text Obfuscation

    May 1, 2026Stephen Meisenbacher, Angelo Kleinert, Florian MatthesDocument ChunkingDifferential Privacy

    Technical University of Munich School of Computation, Information and Technology Department of Computer Science Garching, Germany

  26. Structure-Aware Chunking for Tabular Data in Retrieval-Augmented Generation

    May 1, 2026Pooja Guttal, Varun Magotra, Vasudeva Mahavishnu +3Document ChunkingRetrieval-Augmented Generation

    Altumatim · University of Maryland, Baltimore County

  27. Query-Adaptive Semantic Chunking for Retrieval-Augmented Generation: A Dynamic Strategy with Contextual Window Expansion

    Apr 29, 2026Mudit RastogiDocument ChunkingRetrieval-Augmented Generation

    Independent Researcher

  28. Reducing Redundancy in Retrieval-Augmented Generation through Chunk Filtering

    Apr 27, 2026Daria Berdyugina, Anaëlle Cohen, Yohann RioualDocument ChunkingRetrieval-Augmented Generation

    AI Lab – VO2 Group

  29. Semantic Entanglement in Vector-Based Retrieval: A Formal Framework and Context-Conditioned Disentanglement Pipeline for Agentic RAG Systems

    Apr 20, 2026Nick LoghmaniDocument ChunkingText Embeddings

    Salesforce · School of Information Studies, Syracuse University

  30. CHOP: Chunkwise Context-Preserving Framework for RAG on Multi Documents

    Apr 17, 2026Hyunseok Park, Jihyeon Kim, Jongeun Kim +1Document ChunkingRetrieval-Augmented Generation

    HDC LABS Republic of Korea