The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor 2026-10 Association for Computational Linguistics Budapest, Hungary text conference publication 979-8-89176-477-4 docinsights-2026-1 https://aclanthology.org/2026.docinsights-1.0/ A Human-Annotated Reference Corpus for Medication Information Extraction from MIMIC-IV Discharge Summaries Provia Kadusabe author Abhishek Kaushik author Fiona Lawless author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 kadusabe-etal-2026-human https://aclanthology.org/2026.docinsights-1.1/ 2026-10 1 11 The Right Information Extraction Pipeline Depends on the Document: Accuracy-Energy Trade-offs for Small, Local Models Christoph Marjan Markus Walser author Mauricio Fadel Argerich author Jonathan Fürst author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 walser-etal-2026-right https://aclanthology.org/2026.docinsights-1.2/ 2026-10 12 29 Splitting Documents at Lower Cost: Multi-Split Boundary Decisions for LLM-Based Page Stream Segmentation Nikhil Reddy Pottanigari author Sepideh Kharaghani author Saverio Vadacchino author Alejandro Posada author Ying Zhang author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 pottanigari-etal-2026-splitting https://aclanthology.org/2026.docinsights-1.3/ 2026-10 30 45 Text, Pixels, or Both? Evaluating Input Representations for Multimodal Document QA Nikhil Reddy Pottanigari author Sepideh Kharaghani author Saverio Vadacchino author Alejandro Posada author Kurt MacDonald author Ying Zhang author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 pottanigari-etal-2026-text https://aclanthology.org/2026.docinsights-1.4/ 2026-10 46 62 AdaptiveDocRAG: Efficient Document Understanding with Multimodal Large Language Models Surya Selvam author Anand Raghunathan author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 selvam-raghunathan-2026-adaptivedocrag https://aclanthology.org/2026.docinsights-1.5/ 2026-10 63 72 Most of a Document-VQA Score Is Answer Formatting Srinivas Harish author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 harish-2026-document https://aclanthology.org/2026.docinsights-1.6/ 2026-10 73 80 Graph-Guided Passage Retrieval for Author-Centric Structured Feedback Maitreya Prafulla Chitale author Ketaki Mangesh Shetye author Harshit Gupta author Manav Chaudhary author Manish Shrivastava author Vasudeva Varma author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 chitale-etal-2026-graph https://aclanthology.org/2026.docinsights-1.7/ 2026-10 81 99 GraphER: An Efficient Graph-Based Enrichment and Reranking Method for Retrieval-Augmented Generation Ruizhong Miao author Yuying Wang author Rongguang Wang author Chenyang Li author Tao Sheng author Sujith Ravi author Dan Roth author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 miao-etal-2026-grapher https://aclanthology.org/2026.docinsights-1.8/ 2026-10 100 111 LongDA: Benchmarking LLM Agents for Long-Document Data Analysis Yiyang Li author Zheyuan Zhang author Tianyi Ma author Zehong Wang author Keerthiram Murugesan author Chuxu Zhang author Yanfang Ye author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 li-etal-2026-longda https://aclanthology.org/2026.docinsights-1.9/ 2026-10 112 137 Reflect and Retrieve: Multimodal Agentic Retrieval with Reflection and Query Agents for Document Search Tryambak Gangopadhyay author Md Sirajus Salekin author Yiyue Qian author Nkechinyere Nneka Agu author Shinan Zhang author Rinne Han author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 gangopadhyay-etal-2026-reflect https://aclanthology.org/2026.docinsights-1.10/ 2026-10 138 154 LLMs and Reasoning in Health Insurance Policy Documents: A Dataset and Argument Graph Extraction Study Govind Arun author Sidharth N Krishna author Susie Xi Rao author Ajo Babu George author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 arun-etal-2026-llms https://aclanthology.org/2026.docinsights-1.11/ 2026-10 155 162 NutriChat: Evaluating Safety-Aware Retrieval-Augmented Generation for Nutrition Textbook Question Answering Hadis Ghafouri author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 ghafouri-2026-nutrichat https://aclanthology.org/2026.docinsights-1.12/ 2026-10 163 173 Measuring Artifact Reliance in Machine-Generated Text Detectors Anastasia Voznyuk author Andrey Grabovoy author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 voznyuk-grabovoy-2026-measuring https://aclanthology.org/2026.docinsights-1.13/ 2026-10 174 185 Graph Retrieval in Multimodal RAG for Biomedical Documents: A Pharmacokinetics and Pharmacodynamics Case Study Primoz Kocbek author Katarina Meštrović author Nguyen Thu Huong author Ales Fajmut author Gregor Stiglic author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 kocbek-etal-2026-graph https://aclanthology.org/2026.docinsights-1.14/ 2026-10 186 195 Q-STR: Diagnosing Query-Driven Text-to-Table Reasoning in Cricket Narratives Ritam Upadhyay author Naman Ahuja author Rishabh Baral author Aparna Garimella author Vivek Gupta author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 upadhyay-etal-2026-q https://aclanthology.org/2026.docinsights-1.15/ 2026-10 196 216 Ontology-Guided Procedural Knowledge Extraction and Validation Case Study on the Lockout-Tagout Documents Cennet Oguz author Noon Pokaratsiri Goldstein author Jörg Steffen author Reetam Biswas author Günter Neumann author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 oguz-etal-2026-ontology https://aclanthology.org/2026.docinsights-1.16/ 2026-10 217 231 Perception, Layout, and Validation: Calibrated Confidence for Reliable Straight-Through Processing of Financial Documents Yichao Jin author Yushuo Wang author Han Yuxuan author Ching Yee Sonia Kwan author Weiyang Song author Kent Chiu Jin Chun author Chong Hwee Wong author Tiong Kiat Wong author Kenneth Zhu Ke author Jingyuan Zhao author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 jin-etal-2026-perception https://aclanthology.org/2026.docinsights-1.17/ 2026-10 232 243 Tabstructor: Reconstructing Latent Borders in Borderless and Partially Ruled Tables Alvin Sarraga Alon author Daniele De Rosa author Johannes Friedl author Riza Batista-Navarro author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 alon-etal-2026-tabstructor https://aclanthology.org/2026.docinsights-1.18/ 2026-10 244 272 Silent Structured-Content Corruption in Document Parsing: A Span-Typed Diagnostic and a Released Cross-Parser Resource Ruiyang Zhang author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 zhang-2026-silent https://aclanthology.org/2026.docinsights-1.19/ 2026-10 273 281 Sorry Robot, Happy Human: Vision-Language Models Read Only One of Two Legible Typographic Layers Mert İncidelen author Yamen Kashkash author Asya Berker author Murat Aydogan author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 incidelen-etal-2026-sorry https://aclanthology.org/2026.docinsights-1.20/ 2026-10 282 286 What Should Occupy the Context Budget? Latent Compression versus Budget-Matched Truncation in Document QA Artem Cherepanov author Albina Burlova author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 cherepanov-burlova-2026-occupy https://aclanthology.org/2026.docinsights-1.21/ 2026-10 287 302 RAG Components Are Not Independently Rankable Vishnu Prasad Vijaya Kumar author Iaroslav Neverov author Pavel Chizhov author Anton Changalidis author Vaiva Kazanaviciute author Pierre-Carl Langlais author Anastasia Stasenko author Ivan P Yamshchikov author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 kumar-etal-2026-rag https://aclanthology.org/2026.docinsights-1.22/ 2026-10 303 323 LaTeXTrans Structure-Aware Translation of Complex LaTeX Documents Ziming Zhu author Chenglong Wang author Haosong Xu author Shunjie Xing author Yifu Huo author Fengning Tian author Quan Du author Di Yang author Chunliang Zhang author Tong Xiao author JingBo Zhu author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 zhu-etal-2026-latextrans https://aclanthology.org/2026.docinsights-1.23/ 2026-10 324 343 “Did You CoSeCh?”: Faithfulness- and Coherence-Aware Auditing of Content Selection in Poster Generation Aaditya Deshpande author Savita Bhat author Shirish Karande author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 deshpande-etal-2026-cosech https://aclanthology.org/2026.docinsights-1.24/ 2026-10 344 356 Look Where It Matters: High-Resolution Crops Retrieval for Efficient VLMs Nimrod Shabtay author Moshe Kimhi author Sivan Harary author Artem Spector author Ehud Rivlin author Chaim Baskin author Raja Giryes author Eli Schwartz author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 shabtay-etal-2026-look https://aclanthology.org/2026.docinsights-1.25/ 2026-10 357 384 DistilVDR: A Compact End-to-End Visual Document Retriever via Dual-Student Distillation Zhuchenyang Liu author Ziyi Wang author Yao Zhang author Yu Xiao author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 liu-etal-2026-distilvdr https://aclanthology.org/2026.docinsights-1.26/ 2026-10 385 399 Comparative Study of AI Agent Architecture Efficiency in Table Processing Tasks Timur Gabbasov author Aleksandr Sandalov author Aleksandr Maksimov author Maria Khodorchenko author Nikolay Alekseevich Butakov author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 gabbasov-etal-2026-comparative https://aclanthology.org/2026.docinsights-1.27/ 2026-10 400 408 MaDOVE: a Dataset for Multilingual Document VQA Evaluation Elio Musacchio author Lucia Siciliani author Pierpaolo Basile author Giovanni Semeraro author Mark Federico Zampedroni author Asia Beatrice Uboldi author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 musacchio-etal-2026-madove https://aclanthology.org/2026.docinsights-1.28/ 2026-10 409 427 Generating Edit-Inducing Questions for AI Research Manuscripts Sebastian Antony Joseph author Zichao Wang author Jennifer Healey author Alexa Siu author Junyi Jessy Li author Ani Nenkova author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 joseph-etal-2026-generating https://aclanthology.org/2026.docinsights-1.29/ 2026-10 428 439 When the Evidence Is Right, the Math Is Easy: Understanding the Challenges of Document-Grounded Reasoning Aftab Hossain Mikat author Tamjid Hasan Fahim author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 mikat-fahim-2026-evidence https://aclanthology.org/2026.docinsights-1.30/ 2026-10 440 447 Acessilia at Dr.DocBench 2026: Agentic Document Parsing through Canonical Tree Adjudication Marcelo Akira Inuzuka author Marcos Paulo C M Queiroz author Jhonata Fernandes Cordeiro author Eduardo Fraga Pereira author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 inuzuka-etal-2026-acessilia https://aclanthology.org/2026.docinsights-1.31/ 2026-10 448 459 Evidence First, Arithmetic Second: A System Report and Failure Analysis for DOCSEM Divya Godara author Sachin Gupta author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 godara-gupta-2026-evidence https://aclanthology.org/2026.docinsights-1.32/ 2026-10 460 464 Retrieve, Reason, Verify: A Modular Multi-Model System for DocSem Pranavi Tadivalasa author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 tadivalasa-2026-retrieve https://aclanthology.org/2026.docinsights-1.33/ 2026-10 465 476 A Cost-Efficient Vision-Text Cascade for Document QA: What Resolution Buys and What It Doesn’t Urjita Bedekar author 2026-10 text The Proceedings of Workshop on Document Intelligence and Understanding Santosh T.Y.S.S. editor Amit Agarwal editor Vivek Gupta editor Yova Kementchedjhieva editor Aparna Garimella editor Yufang Hou editor Association for Computational Linguistics Budapest, Hungary conference publication 979-8-89176-477-4 bedekar-2026-cost https://aclanthology.org/2026.docinsights-1.34/ 2026-10 477 482