Extraction

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

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  1. Can large language models unlock discrete data in ophthalmic diagnostic reports?

    Sep 30, 2026Umair A. Zaidi, An-Lun Wu, Wei-Chun Lin +2OphthalmologyMedical Report Generation

    Division of Informatics, Clinical Epidemiology and Translational Data Science, Oregon Health & Science University, Portland, OR · Casey Eye Institute, Department of Ophthalmology, Oregon Health & Science University, Portland, OR · Department of Ophthalmology and Visual Sciences, University of Illinois Chicago, Chicago, IL

  2. Comparison of techniques for fine-tuning open-weight models for entity extraction from radiology reports

    Sep 30, 2026Aawez Mansuri, Kush Mehta, Mohammadreza Chavoshi +10Radiology Report GenerationModel Fine-Tuning

    Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA, USA · Department of Computer Science, Emory University, Atlanta, GA, USA

  3. RefCon: Iterative Refinement and Contrastive Memory Extraction for Context-Evolving Agent

    Sep 30, 2026Ubaidillah Ariq Prathama, Bo Liu, Yeo Boon Hong +3Iterative RefinementExtraction

    Huawei Technologies, Co., Ltd.

  4. Look What You Made Us Cluster: Hate Narrative Extraction from Reddit Discourse

    Sep 29, 2026Annabelle K. L. Chua, Forster J. Khoo, Joel C. R. Tan +8Hate Speech DetectionHate Speech

    DSO National Laboratories, 14 Science Park 118226, Singapore · Defence Science and Technology Agency, 1 Depot Road 109679, Singapore

  5. Diffusion Policy Improvement with Proposal-Conditioned Refinement Flows

    Sep 29, 2026Junhyun Ha, Juho Lee, Byoungwoo ParkFlow PoliciesDiffusion-Based Reinforcement Learning Methods

    KAIST

  6. Interference Beyond Geometry in Concept Extraction

    Sep 28, 2026Valérie Costa, Bahareh TolooshamsInterferenceDecoder Layers

    University of Alberta, Amii · Harvard University · University of Alberta, Amii Canada CIFAR AI Chair

  7. Adapt Semantics, Not Structure: Few-Instance Schema Calibration for Scientific PDF Extraction

    Sep 28, 2026Zixiao Dong, Wei Yang, Zihao Liu +4ExtractionSchema

    School of Computer Science and Technology, University of Science and Technology of China · State Key Laboratory of Cognitive Intelligence · University of Science and Technology of China +1

  8. From Weak Task Specifications to Scientific Extraction Agents: Optimizing Task Construction

    Sep 28, 2026Zixiao Dong, Wei Yang, Zihao Liu +4Synthetic TaskExtraction

    School of Computer Science and Technology, University of Science and Technology of China · State Key Laboratory of Cognitive Intelligence · University of Science and Technology of China +1

  9. When Does Selection Replace Extraction? A Pre-Registered Test of Agent Memory with a Typed Decision Model

    Sep 28, 2026Rishabh Sharma, Rishika LallConversational MemoryExtraction

    Independent Researcher

  10. pylazaro: a Python package for anglicism extraction in Spanish

    Sep 24, 2026Elena Alvarez-MelladoSpanishPython

    Department of Linguistics Universidad Autónoma de Madrid

  11. Exploring a Single Autoregressive LLM for Unified Target Speech Extraction across Synchronous and Asynchronous Cues

    Sep 24, 2026Wenxuan Wu, Shuhan Zhang, Shuai Wang +1Target Speaker ExtractionAudio-Visual Consistency

  12. EAGER: Enhancing Generative Event Extraction via Reinforcement Learning with Verifiable Rewards

    Sep 24, 2026Omar Adjali, Siting Liang, Omair Shahzad Bhatti +1ExtractionContrastive Learning

    German Research Center for Artificial Intelligence (DFKI), Germany · Carl von Ossietzky Universität Oldenburg, Germany

  13. EviStreams: Human-in-the-Loop AI Data Extraction for Systematic Reviews in Medicine

    Sep 23, 2026Sai Karthik Kosuri, Ankita Shashikant Bhosale, Michael Glick +2Systematic ReviewExtraction

    Center for Integrative Global Oral Health (CIGOH), Penn Dental Medicine, University of Pennsylvania · Department of Computer and Information Science, University of Pennsylvania

  14. Automated Extraction of Records of Processing Activities (RoPA) Using Hybrid RAG and Locally Deployed Large Language Models

    Sep 23, 2026To Duy Hinh, Nguyen Le Quoc Anh, Phan Van Tri +1ExtractionHievi-Rag

    Academy of Cryptography Techniques, Ho Chi Minh City Campus, Government Cipher Committee, Vietnam · Faculty of Computer Science and Engineering, Ho Chi Minh City University of Technology (HCMUT), 268 Ly Thuong Kiet Street, Dien Hong Ward, Ho Chi Minh City, Vietnam · Vietnam National University Ho Chi Minh City, Linh Xuan Ward, Ho Chi Minh City, Vietnam

  15. ARID: A Deployable Edge AI System for Structured Information Extraction from Industrial Maintenance Work Orders

    Sep 20, 2026Kuanlin Chen, Chen-Wei KuoIndustrialInformation Extraction

    Independent Researcher Taoyuan, Taiwan · National Tsing Hua University Hsinchu, Taiwan

  16. Marginal utility, matrix factorization, and the Key-Value (KV) cache: a unified information-economic framework for sovereign geo-mining inference

    Sep 17, 2026Caroline Gans CombeGeological Semantic UnderstandingData Mining

    INSEEC · INSEEC Business School / Omnes Education, Paris.

  17. RAIN: Region-Aware Inversion Network for Semantic Watermark Extraction

    Sep 14, 2026Zilai LiDiffusion InversionWatermarking

    Independent Researcher

  18. Towards a Deterministic Math Solver for Clinical Language Models

    Sep 12, 2026Felipe Ocampo Osorio, Sebastián Andrés Cajas Ordoñez, Maximin Lange +5Task ArithmeticSolvers

    MIT Critical Data · UNC Chapel-Hil · University of Pavia +1

  19. IGT @ FinMMEval 2026 Task 2: Question-Type Prompting with Targeted Extraction for Multilingual Financial QA

    Sep 8, 2026Yuwen ChiuFinancial Question AnsweringQuestion

    Georgia Institute of Technology · Georgia Institute of Technology, North Ave NW, Atlanta, GA 30332

  20. AAS-RAIL: Improving Information Extraction for Asset Administration Shells through Retrieval-Augmented In-Context Learning

    Sep 7, 2026Janek Groß, Jens HeidrichInformation ExtractionExtraction

    University of Applied Sciences Mainz, Mainz, Rhineland-Palatinate, Germany

  21. Value Over Language Model: Detecting Original Contribution in Writing

    Sep 1, 2026Vibhhu Sharma, Thorsten Joachims, Sarah DeanHuman-Written TextLarge Language Model Generation

    Cornell University

  22. Lot Machine: Multimodal Lot Extraction from Auction Catalogs

    Aug 31, 2026Mathias Zinnen, Alisha Mund, Sabine Lang +3CatalogsExtraction

    Pattern Recognition Lab, FAU Erlangen · Department of Digital Humanties and Social Studies, FAU Erlangen

  23. ImageCAS-X: a dataset and benchmark for coronary artery segmentation and centerline extraction in coronary CT angiography

    Aug 31, 2026Kit M. Bransby, Esther Øksnebjerg, Kristoffer Kjær +7Coronary AngiographyMulti Organ Computed Tomography Segmentation

    DTU Compute, Technical University of Denmark, Kongens Lyngby, Denmark · Cardiovascular Research Unit, Copenhagen University Hospital – Rigshospitalet, Copenhagen, Denmark

  24. Tree-of-Concerns: Hierarchical Multi-Agent Debate for Unstated-Limitation Extraction in Scientific Critique

    Aug 21, 2026Sahil Mishra, Niranjan Rajeev, Tanmoy ChakrabortyScientific DiscoveryMulti-Agent Debate

    Department of Electrical Engineering, IIT Delhi

  25. Frozen Memory Is Not Enough: Rethinking External Memory as Extraction

    Aug 17, 2026Mingyuan Li, Guangsheng Yu, Xu Wang +1Peak MemoryCross-Encoder

    ELLIS Institute Finland · University of Turku · University of Technology Sydney

  26. Multi-Layer Context Camouflaging: A Semantic Superposition and Contextual Lamination Framework for Malpractice-Resilient Online Assessment

    Aug 13, 2026Gupta Lovi Raj, Kaur Kamalpreet, Dama Sri Ram +1Computerized Adaptive TestingAmbiguity

    Lovely Professional University, Punjab, India

  27. Seed2GS: Camera-Free, Training-Free Object Extraction from 3D Gaussian Scenes via a Single Reference-View Grounding

    Aug 12, 2026Zongjian Ding, Yudong Gao, Jiale Liu +73D GaussianRecent 3D Gaussian Splatting

    University of Chinese Academy of Sciences · Institute of Information Engineering, Chinese Academy of Sciences · 4The Hong Kong University of Science and Technology +2

  28. Leveraging Human Reading Behavior for Keyphrase Extraction: A Webcam-based Eye-tracking Corpus

    Aug 11, 2026Chengzhi Zhang, Xinyi Yan, Wenqi YuEye TrackingExtraction

    Department of Information Management, Nanjing University of Science and Technology, Nanjing, 210094, China

  29. Curate Before You Connect: Identity and Ontology Tagging in a Production Knowledge Graph

    Aug 11, 2026Vaibhav Dangaich, Kevin Lewis, Kundeshwar PundalikKnowledge GraphsTagging

    Konectu

  30. A Grounded and Decomposed Framework for Relation-Level Hallucination Evaluation in Abstractive Summarization

    Aug 8, 2026Praveen Kumar Katwe, Rakesh Chandra Balabantaray, Kali Prasad Vittala +1Citation Hallucination DetectionSummarization

    Dept. of CSE IIIT Bhubaneswar Bhubaneswar, Odisha, India · Informatica Bengaluru, Karnataka, India · TEKsystems Global Services Bengaluru, Karnataka, India

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

    Aug 6, 2026Sreerekha RajendranExtractionDocument

    Independent Researcher Salt Lake City, Utah, United States

  32. Sparse Weight Decomposition for Efficient Circuit Extraction

    Aug 4, 2026Chuanhao Yan, Xuhan Huang, Yawen Duan +4Transformer ArchitecturesModel Weights

    IQuest Research · Safe AI Forum · University of Oxford +2

  33. Distilled Roads: Generalisable Road Network Extraction Across Sensors, Resolutions, and Region

    Aug 4, 2026Sanayya, Rakshith Sathish, Ashwathi NambiarRoad NetworksSatellite Imagery

    SatSure Analytics India Pvt. Ltd., Bengaluru, India

  34. Fetch-then-Explore: Decoupling Selection from Extraction over a Persistent Workspace for Search Agents

    Aug 3, 2026Qi Liu, Yiqun Chen, Zidan Chen +6RetrieversFetch

    1Renmin University of China · 2Xiaohongshu Inc. · 3National University of Singapore

  35. Can You Trust the Confidence? ConfBench for Vision-Language Models on Document Extraction

    Aug 3, 2026Priyashree Roy, Sujitha Martin, Mohammad Rostami +6Confidence EstimationExtraction

    Amazon Web Services

  36. Select-And-Extract: A Lightweight Plugin for Retrieval-Augmented Generation

    Aug 1, 2026Chenming Tang, Jiawei HanAgentic Retrieval-Augmented Generation SystemsSearch-Augmented Reasoning

    Peking University · University of Illinois Urbana-Champaign

  37. SERUM: State Extraction and Refinement for User Modeling

    Jul 31, 2026Andy J. Phu, James Mooney, Karin de Langis +2User ModelingEgocentric Video

    Minnesota NLP Lab · University of Minnesota · Minneapolis, MN 55455, USA

  38. Enhancing Generative Information Extraction with Two-step Validation: A Product Attribute Use Case

    Jul 29, 2026Yi-Sheng Hsu, Nermeen Abou Baker, Uwe HandmannInformation ExtractionExtraction

    Computer Science Institute, Ruhr West University of Applied Sciences Bottrop, Germany

  39. FakeIDet3-DB: Refining Digital Attacks and Patch Extraction for Secure ID Benchmarking

    Jul 29, 2026Muñoz-Haro Javier, Teruel Andres, Tolosana Ruben +4Digital ForensicsAnonymization

    School of Engineering, Universidad Autonoma de Madrid, Ciudad Universitaria de Cantoblanco, Madrid, Spain

  40. Computational Extraction of Legal Causes via al-Sabr wa al-Taqsim: A Set-Theoretic Formalization for Closed Fiqh Chapters

    Jul 28, 2026Elnaser AbdelwahabLegal DomainExtraction

    makmad.org e.V. Hannover (Germany)

  41. FIDAC: An Easy-to-use Pipeline to Extract and Interpret Interpersonal Distance From Video

    Jul 27, 2026Keshav Rastogi, Eugy Han, Jeremy N. BailensonFace Recognition ModelFacial Expression Recognition

    University of California, Berkeley Berkeley, CA, United States · Department of Media Production, Management, and Technology, University of Florida Gainesville, FL, United States · Department of Communication, Stanford University Stanford, CA, United States

  42. news-crawler-LM: A Small Long-Context Model For High-Quality News Crawling

    Jul 23, 2026Pascal Stolzenburg, Jonas Golde, Max Dallabetta +1Agentic CrawlersHeadlines

    Humboldt-Universität zu Berlin

  43. 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

  44. Circuit Claims Depend on What Is Extracted and How It Is Compared

    Jul 21, 2026Yang Sheng, Jie FuCircuitsAblation

    1Fudan University · 2Shanghai Innovation Institute · 3IQuest Research

  45. Grounded verification of chemical and materials reasoning: detection is the bottleneck

    Jul 19, 2026Can Polat, Mustafa Kurban, Erchin Serpedin +1ChemistryConfabulation

    Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX, USA · Department of Electrical and Computer Engineering, Texas A&M University at Qatar, Doha, Qatar · Department of Prosthetics and Orthotics, Ankara University, Ankara, Turkey +1

  46. Scope3Trace: Evidence-Based Identification and Extraction of Scope 3 GHG Emissions from Sustainability Reports

    Jul 19, 2026Siyuan Zheng, Yifan Duan, Chao Xue +1Greenhouse GasSustainability

    UNSW Sydney

  47. Behavioral Controllability of Agentic Models for Information Extraction: From Fixed Workflows to Reflective Agents

    Jul 17, 2026Lujia Zhang, Xingzhou Chen, Hongwei FengProduction Agentic SystemsLarge Language Model Workflows

  48. A Multi-Agent System for Autonomous, Fine-Tuning-Free Clinical Symptom Detection: Development and Validation Study

    Jul 14, 2026Cameron Cagan, Pedram Fard, Jiazi Tian +3Clinical NotesExtraction

    Department of Medicine, Massachusetts General Hospital, Boston, MA, USA · Department of Biomedical Informatics and Medical Education, University of Washington, WA, USA

  49. Do We Really Need Transformers for Global Spatial Information Extraction in Traffic Forecasting?

    Jul 14, 2026Qihang Zhang, Siyao Zhang, Letao Kang +3Accurate Traffic ForecastingSpatial Attention

    School of Transportation Science and Engineering, Beihang University, Beijing, China · Hangzhou International Innovation Institute, Beihang University, Hangzhou, China · Key Laboratory of Intelligent Transportation Technology and System (Ministry of Education), Beijing, China +2

  50. Mechanical Analysis of Parachute Suspension Line Deployment with Binding Tapes Using PINN

    Jul 14, 2026Xiang Zhao, Ronghui Quan, Yaqi Xiao +1Parametric Physics-Informed Neural NetworkAerial Navigation

    Department of Systems Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China. · Beijing Institute of Space Mechanics and Electricity,Beijing, China.

  51. From Pixels to Pairs: A Comprehensive Benchmark of LLM-Driven Key-Value Extraction in Noisy Document Settings

    Jul 14, 2026Zahra AnvariExtractionKeys And Value

    Independent AI Researcher.

  52. Abstractiveness Metrics for Evaluating Text Summarization: A Refined Formulation with Empirical Validation

    Jul 12, 2026Praveenkumar Katwe, Rakesh Chandra Balabantaray, Kali Prasad VittalaSummarizationEvaluation Metrics

    Department of Computer Science and Engineering, International Institute of Information Technology, Bhubaneswar, India · Salesforce India Pvt Ltd, Bengaluru, India

  53. Automatic Echocardiography Segmentation via Transition Probability Correlation for Stable Semantic Extraction

    Jul 8, 2026Xinran Chen, Xiyuan Wang, Guangquan Zhou +1EchocardiographyUltrasound

    School of Biological Science and Medical Engineering, Southeast University, Nanjing, China

  54. Hybrid Deep Learning for Traceability and Classification of Industrial Slate Tiles

    Jul 6, 2026Soren Antebi, Stefan Eickeler, Sandra Halscheidt +4Image ClassificationRe-Identification

    Fraunhofer Institute IAIS, Sankt Augustin, Germany · Rathscheck Schiefer GmbH, Mayen, Germany

  55. From Judgments to Issues: Structured Extraction of Legal Reasoning with Citation-Hallucination Control

    Jul 3, 2026Giovanni Piccioli, Alessia Fidelangeli, Piera Santin +1Legal Reasoning TasksCitations

    Quantitative and Digital Law Laboratory · King’s College London · Strand, London WC2R 2LS +6

  56. Unlocking the Visual Record of Materials Science: A Large-Scale Multimodal Dataset from Scientific Literature

    Jun 29, 2026Subham Ghosh, Shubham Tiwari, Mohammad Ibrahim +1Materials ScienceImage-Text Pairs

    Mehta Family School of Data Science and Artificial Intelligence Indian Institute of Technology Roorkee, Uttarakhand, India-247667 · Department of Metallurgical and Materials Engineering Indian Institute of Technology Roorkee, Uttarakhand, India-247667

  57. MirrorPPR: Exemplar-Based Portrait Photo Retouching

    Jun 28, 2026Zhihong Liu, Zheng Li, Jiachun Jin +4Image EditingBlind Face Restoration

    Shanghai Jiao Tong University · Triverse AI

  58. Extracting Knowledge from an Arabic-English Machine-Readable Dictionary Using Information Extraction

    Jun 26, 2026Diaa M. Fayed, Aly A. Fahmy, Mohsen A. Rashwan +1ArabicInformation Extraction

    Department of Computer Science Faculty of Computers and Information, Cairo University Giza, Egypt · Department of EECE Faculty of Engineering, Cairo University Giza, Egypt · Department of Arabic Language and Literatures Faculty of Arts, Cairo University Giza, Egypt

  59. LLM-Based Examination of Eligibility Criteria from Securities Prospectuses at the German Central Bank

    Jun 25, 2026Serhii Hamotskyi, Akash Kumar Gautam, Christian HänigLarge Language Model PipelinesGerman

    Anhalt University of Applied Sciences

  60. The Warrant Gap: Claim-Conditioned Re-scoring for Fact-Checking

    Jun 23, 2026Arka Ujjal Dey, John CollomosseFact-CheckingVerdict