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18 papers in the last four weeks, up 350% on the four weeks before. 0.2% of all new papers.

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  1. PACE: Provenance-Aware Capability Enforcement for Tool-Using LLM Agents

    Oct 1, 2026Fengpeng Li, Qizhou Wang, Yuke Hu +5Language-Model AgentsAttack-Success Rate

    PRADA Lab, King Abdullah University of Science and Technology · Imperfect Information Learning Team, RIKEN Center for Advanced Intelligence Project · State Key Laboratory of Internet of Things for Smart City, University of Macau +2

  2. 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

  3. Schema: Discovering Unknown Environments via Agentic Program Induction

    Sep 30, 2026Guanning Zeng, Jiani Wang, Wenjie Ma +8Large Language Model AgentsAgentic

    Carnegie Mellon University · Impossible Research · UC Berkeley

  4. Towards Model as a Library: Offline, Community-Sourced AI for Low-Resource African Languages

    Sep 29, 2026Fendji K. E. Jean LouisAfrican LanguagesLiteracy

    Centre of Research, Experimentation and Production SCEMI, University of Ngaoundere, Ngaoundere, Cameroon · Stellenbosch Institute for Advanced Study Wallenberg Research Centre at Stellenbosch University, Stellenbosch, South Africa

  5. Action-Space Shaping for LLM Agents: Measuring and Mitigating Tool-Schema Bias

    Sep 28, 2026Yinhong Liu, Zhili Tan, Zilin Wang +1Large Language Model AgentsSchema

    University of Cambridge · Yinwang · Huawei +2

  6. 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

  7. Decision Hijacking: Prompt Injection Attacks on Jev's Typed Probabilistic Decisions

    Sep 23, 2026Tiantong Wu, Wei Yang Bryan LimIndirect Prompt InjectionHijacking

    Nanyang Technological University Singapore

  8. EduBehaviors: Assertion-based Schemas for Auditable Coding of Educational Dialogues

    Sep 22, 2026Julian Bernado, Ana Trindade Ribeiro, Xander Beberman +1Pedagogical FrameworksSchema

    SCALE Initiative, Stanford University

  9. Schema-Anchored Latent Reasoning for Semantic Parsing-Based Knowledge Base Question Answering

    Sep 17, 2026Guangze Gao, Zixuan Li, Sikui Zhang +5Efficient Latent ReasoningSparql

    Institute of Automation, Chinese Academy of Sciences China · Institute of Computing Technology, Chinese Academy of Sciences China · University of Chinese Academy of Sciences China

  10. TEAR: Table Extraction with Attribute Recommendation from Texts via Large Language Models

    Sep 14, 2026Tong Li, Shuye Ding, Jiachuan Wang +4Information ExtractionText Analysis and Detection

    Hong Kong University of Science and Technology Hong Kong SAR, China · Hong Kong University of Science and Technology (Guangzhou) Guangzhou, China · South China Normal University Guangzhou, China

  11. Mined from Scientific Literature: Process Schemas for Atomic Layer Deposition and Etching in Materials Science

    Sep 14, 2026Sameer Sadruddin, Eleni Poupaki, Alex Watkins +5Materials ScienceLithography

    TIB Leibniz Information Centre for Science and Technology, Hannover 30167, Germany · Department of Applied Physics and Science Education, Eindhoven University of Technology, Eindhoven 5600 MB, The Netherlands · Department of Chemistry, University of Warwick, Coventry CV4 7AL, United Kingdom +1

  12. Can LLMs Normalize Databases? A Benchmark and Multi-Agent Framework for Schema Normalization

    Sep 11, 2026Dong-Jae Koh, Huisu Kim, SeongHwan Yoon +4SchemaNormalization

    School of Computer Science and Engineering, Kyungpook National University, South Korea

  13. From Fixed Keys to Readable Schemas: Small Language Models for Vehicle Agent Function Calls

    Sep 10, 2026Hamed Jafarzadeh Asl, Yuanhao Yu, Vahid Partovi NiaSmall Large Language ModelsSchema

    Huawei Noah’s Ark Lab, Canada · Huawei Noah’s Ark Lab · Polytechnique Montreal, Canada

  14. Glyph: A Multi-Strategy Agentic System for Column Description and Sensitivity-Ontology Tagging of Enterprise Data Catalogs

    Sep 9, 2026Kostia Kudriavtsev, Parvez Rafi, Sha SundaramData Science AgentsTagging

    Apple Seattle, WA and Cupertino, CA, USA

  15. Scaling E-Commerce Attribute Extraction with Parallel Decoding

    Sep 9, 2026Nikhita Vedula, Dushyanta Dhyani, Bryan Wang +1Information ExtractionCatalogs

    Amazon.com, Inc.

  16. TRAIL: Trajectory-Aware Visual Place Recognition against Unordered Databases

    Sep 7, 2026Dominik A. Kloepfer, Patrick WenzelVisual Place RecognitionSchema

    Visual Geometry Group (VGG), University of Oxford · Helsing

  17. 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

  18. A Cost-Aware Agentic Architecture for NL-to-SQL over Nested Enterprise Schemas, with a New Benchmark

    Sep 7, 2026Yoga Sri Varshan Varadharajan, Ajay Yadav, Ritesh Goru +5Text-To-SqlSchema

    University of Texas at Austin · DevRev, USA · DevRev, Bengaluru, India

  19. When Agents Implement Systems: A Case Study in Defects, Detection, and Evaluation Rigor

    Sep 2, 2026Phanindra Reddy MadduruSchemaDefect

  20. Relational-Core Graph Analytics Querying graphs at SQL scale, and why the node/edge model is a performance tax, not a truer picture of connected data

    Sep 1, 2026Gene ZhangRelational DatabasesGraph Representations

    System: ClickGraph / DeltaGraph

  21. SchemaLink: An Intelligent Web Editor for LinkML Schema Curation

    Aug 12, 2026Emanuele Cavalleri, Paolo Perlasca, J. Harry Caufield +3SchemaBiomedical

    Department of Computer Science, University of Milano, Via Celoria 18, Milano, 20133, Italy · Biosystems Data Science, Lawrence Berkeley National Lab, Calvin Rd, Berkeley, 94705, CA, USA

  22. MDB-Link: Hierarchical Schema Linking for Multi-Database Text-to-SQL

    Aug 10, 2026Beiyu Xu, Zhenyu Wu, Jiaoyan Chen +1Text-To-SqlSchema

    University of Manchester Faculty of Science and Engineering Department of Computer Science

  23. Your Prompt Is Not the Only Prompt: How Much Do LLMs Weight Structured-Output Schema Descriptions?

    Aug 8, 2026Sin-Ying LinSchemaPrompt Engineering

    Independent Researcher

  24. Metadata Reconstruction from Values Alone: Recovering Column Semantics in Undocumented Warehouses

    Aug 8, 2026Mike HelwigSchemaMetadata

    Independent Researcher USA

  25. Tytan: Interactive Neurosymbolic Construction of Analytic Semantic Schemas from Relational Data

    Aug 6, 2026Donna Hooshmand, Shubham Shahi, Cameron Barrie +4SchemaSemantic Relationships

    Northwestern University

  26. Schema-Guided Hierarchical Information Extraction and Semantic Evaluation Using Generative AI

    Aug 6, 2026Modhurita Mitra, Jan-Willem Versteeg, Maarten D. Schermer +3Information ExtractionSchema

    Research Engineering Team, Information and Technology Services, Utrecht University, Utrecht, The Netherlands · Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands

  27. Diffusion-Based Body Schema Learning Enabling Abnormal-State Adaptation in Musculoskeletal Robots

    Aug 2, 2026Kento Kawaharazuka, Shuhei IkemotoScalable Robot LearningBiomechanics

    Department of Mechano-Informatics, Graduate School of Information Science and Technology, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8656, Japan. · Graduate School of Life Science and Systems Engineering, Kyushu Institute of Technology, 7230, Hibikino 2-4, Wakamatsu, Kitakyushu, Fukuoka, 808-0135, Japan.

  28. OoO-Spec: Out-of-Order Semantic Speculation for Fast Tool Calling

    Aug 1, 2026Zhiheng Zhang, Mujie Xu, Feiyu Sun +1Self-SpeculativeTool Invocation

    The University of Tokyo · Peking University · Nanjing University

  29. Tracing the Cascade: A Topology-Aware Evaluation Framework for Scientific Agent Hallucinations

    Aug 1, 2026Xinshun Feng, Ziqi Miao, Lijun Li +1Scientific DiscoveryLarge Language Model Reliability

    Shanghai Artificial Intelligence Laboratory Shanghai, China

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

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

  31. Tool Specifications Matter: Uncovering and Mitigating Safety Risks in AI Agents

    Jul 31, 2026Minghui Pan, Jiayuxuan Yang, Yuanyuan Yuan +2RiskSchema

    Beijing University of Posts and Telecommunications · Beihang University · Tsinghua University

  32. SciSchema.org: A Multidisciplinary Collection of Schemas for Structured Scientific Process Descriptions

    Jul 30, 2026Jennifer D'Souza, Sameer Sadruddin, Anisa Rula +23SchemaScientific Discovery

    TIB Leibniz Information Centre for Science and Technology, Hannover, Germany · University of Brescia, Brescia, Italy · University of Alicante, Alicante, Spain +15

  33. AlphaSchema: Exploring the Space of Trading Semantics for LLM-Based Alpha Mining

    Jul 29, 2026Jingyang Yi, Jian Yang, Yifei Jin +2Algorithmic TradingSchema

    1X-Tech · 2Xtech-PandaAI-Waton Joint Lab · 3Monash University +2

  34. ERUnderstand: Evaluating Vision-Language Models on Structured ER Diagrams

    Jul 27, 2026Ali Ansari, Yasmin Mohammadi, Farnoush Nili +3DiagramsSchema

    Temple University · Department of Computer and Information Sciences · Philadelphia, PA, USA

  35. SINT-Flow: Schema Integration using Large Language Model Workflows

    Jul 27, 2026Keti Korini, Christian BizerSchemaRelational Databases

    University of Mannheim Mannheim, Germany

  36. An Ontology for Machine Learning Interatomic Potentials

    Jul 25, 2026Daniel Hernández, Jong Hyun Jung, Yuji Ikeda +11Interatomic PotentialsDensity Functional Theory

    Institute for Artificial Intelligence, University of Stuttgart, Germany · Institute for Materials Science, University of Stuttgart, Germany · Interdisciplinary Centre for Advanced Materials Simulation (ICAMS), Ruhr-Universität Bochum, Germany and Department for Computational Materials Design, Max-Planck-Institut for Sustainable Materials, Germany

  37. Graph-Based Agentic AI with LangGraph: Workflow Pathways for Long-Running Stateful Business Processes

    Jul 21, 2026Daniel Pearson, Sidney Shapiro, Emiliano Sebastian Gonzalez Venegas +2Agentic WorkflowsAgentic Workflow Design

    Dhillon School of Business, University of Lethbridge Lethbridge, Alberta, Canada · Universidad de Guadalajara Guadalajara, Jalisco, Mexico · Al Hussein Technical University Amman, Jordan +1

  38. Finding the Right Tables and Columns: A Benchmark and Corpus-Adaptive Embeddings for SQL Schema Retrieval

    Jul 14, 2026Qingcheng Zeng, Puxuan Yu, Aman Mehta +2Text-To-SqlSchema

    Northwestern University · Snowflake Inc.

  39. TRACE: An Operational Reasoning Schema for Auditable Agentic Commitments

    Jul 14, 2026Edward Y. Chang, Emily J. ChangReasoning TracesCommitment

    Stanford University · Quadrivium AI

  40. A Large-Scale Dataset of MCP Implementations on GitHub

    Jul 11, 2026Benny Toeppe, Amine Barrak, Emna KsontiniModel Context ProtocolSchema

    Oakland University Michigan, USA · University of North Carolina Wilmington North Carolina, USA

  41. Reconfigurable Radiology Labels Without Relabeling

    Jul 6, 2026Jean-Benoit Delbrouck, Dave Van Veen, Akash Pattnaik +4Chest X-RayRadiology Report Generation

    HOPPR

  42. Object Aligner: A Configurable JSON Schema Similarity Score for Graphs, Applied to LLM Prompt Optimization

    Jul 2, 2026Jan DrchalKeyed Javascript Object Notation Record YieldsSchema

    Artificial Intelligence Center, Faculty of Electrical Engineering, Czech Technical University in Prague, Czech Republic

  43. TAG: A Lightweight Framework for Test-Driven Agentic Artifact Generation

    Jul 1, 2026Yaniv Melamed, Yoni Zukerman, Michal Shechter +3Test GenerationAgentic Framework

    1Microsoft

  44. Loc2Repair: A Framework for Evaluating the Impact of File-Level Issue Localization in Repo-Level LLM Repair

    Jun 29, 2026Mohammad Nour Al Awad, Sergey IvanovRepairBug Detection

    ITMO University

  45. A Task-Driven and Quality-Assured Agent Framework for SAR Data Generation

    Jun 27, 2026Xuanting Wu, Fan Zhanga, Fei Ma +3Data AugmentationSynthetic Aperture Radar

    College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, 100029, China · Science and Technology on Electromagnetic Scattering Laboratory, Beijing Institute of Environmental Features, Beijing, 100854, China

  46. Schema-First Retrieval: Embedding Catalogs for Natural Language Analytics

    Jun 23, 2026Adarsh Agrawal, Shashank IndukuriText-To-SqlSchema

  47. Transforming Shape Schemas with Composable Property-Graph Queries (Extended Version)

    Jun 12, 2026Philipp Seifer, Daniel Hernández, Ralf Lämmel +1SparqlSchema

    The Software Languages Team, University of Koblenz, Germany · Institute for Artificial Intelligence, University of Stuttgart, Germany · University of Southampton, UK

  48. PIPE-Cypher: Automatic Enterprise Benchmark Generation for Text-to-Cypher Systems

    Jun 7, 2026Suraj Ranganath, Anish RaghavendraText2CypherSchema

    Halıcıoğlu School of Data Science and Computing University of California, San Diego · Independent Researcher

  49. Contract2Tool: Learning Preconditions and Effects for Reliable Tool-Augmented LLM Agents

    Jun 5, 2026Rahul Suresh Babu, Laxmipriya Ganesh IyerContractsLarge Language Model Agents

    Independent Researcher United States of America

  50. RACT: Retrieval Augmented Column-Table Learning and Prediction for Multi-Table Schema Matching

    Jun 5, 2026Leonard Traeger, Enas Khwaileh, Andreas Behrend +1SchemaTabular Learning

    University of Maryland, Baltimore County, USA · Utrecht University Utrecht, The Netherlands · Technical University of Cologne Cologne, Germany

  51. MetaConfigurator: AI-Assisted RDF Authoring from JSON Data

    Jun 5, 2026Felix Neubauer, Mahdi Jafarkhani, Kenichi Endo +2Scientific WorkflowsRdf

    Institute for Parallel and Distributed Systems, University of Stuttgart · Institute of Polymer Chemistry, University of Stuttgart · Institute of Biochemistry, University of Stuttgart

  52. Measuring the sensitivity of LLM-based structured extraction to prompt, model, and schema choices in clinical discharge summaries

    Jun 4, 2026Martin MurinClinical NotesLarge Language Model Pipelines

    DryLabz GmbH, Basel, Switzerland

  53. Executable Schema Contracts: From Automatic Ingestion to Multi-Source Retrieval

    Jun 3, 2026Padmaja Jonnalagedda, Yuguang Yao, Xiang Gao +2SchemaKnowledge Graphs

    Intuit AI Research

  54. CYGNET: Cypher Gate for Neural Execution Triage and Cost Containment

    Jun 3, 2026Nikodem TomczakSchemaValidation

    Thulge Labs, Singapore

  55. SemStruct: Contextualizing Semantic Embeddings with Structural Information for Schema Matching

    May 29, 2026Inwon Kang, Kavitha Srinivas, Nandana Mihindukulasooriya +4SchemaKnowledge Graph Embeddings

    Rensselaer Polytechnic Institute · Troy, New York, USA · IBM Research +2

  56. EviLink: Multi-Path Schema Linking with Uncertainty-Guided Evidence Acquisition for Large-Scale Text-to-SQL

    May 28, 2026Huawei Zheng, Sen Yang, Zhaorui Yang +11Text-To-SqlSchema

    School of Software Technology, Zhejiang University. · State Key Lab of CAD&CG, Zhejiang University. · Tencent TEG. +1

  57. Tool Forge: A Validation-Carrying Toolchain for Governed Agentic Execution

    May 27, 2026Swanand RaoAgentic Workflow DesignSchema

    Next Moca Global, Inc.

  58. Format-Constraint Coupling in Knowledge Graph Construction from Statistical Tables

    May 21, 2026Jingxuan Qi, Zhiqiang Ye, Yuxiang FengSchemaKnowledge Graphs

    South China University of Technology · Guangzhou, China

  59. What Twelve LLM Agent Benchmark Papers Disclose About Themselves: A Pilot Audit and an Open Scoring Schema

    May 20, 2026Mahdi Naser Moghadasi, Faezeh GhaderiAgentic BenchmarksModel Auditing

    BrightMind AI, Texas Tech University · Research Division, BrightMind AI, Seattle, WA · Texas Tech University, Lubbock, TX +2

  60. Formal Skill: Programmable Runtime Skills for Efficient and Accurate LLM Agents

    May 19, 2026Xi Zhang, Meijun Gao, Yuntian Zhao +6Large Language Model AgentsSkills