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

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  1. From Rules to Neural Graphs: Scalable Structured Prediction for Patent Prior Art Search

    Oct 1, 2026Nikolai Zenovkin, Sebastian BjörkqvistPatentGraph-Based Retrieval

    IPRally Technologies Oy, Helsinki, Finland

  2. Self-Knowledge Retrieval Augmented Generation Framework for Patent Matching

    Aug 11, 2026Jian Zhang, Songlin Lei, Zhuohao Yang +6PatentAgentic Retrieval-Augmented Generation Systems

    School of Computer Science and Technology, Zhejiang University, Hangzhou, China · ZJU-UIUC Institute, Zhejiang University, Haining, China · Shaoxing K3i Technology Co. Ltd +1

  3. Pointer-Augmented Autoregressive Generation of Patent Claims with Joint Topology and Content Decoding

    Jul 27, 2026Yongmin Yoo, Zhangkai Wu, Longbing CaoPatentAutoregressive Generation

    Frontier AI Research Centre, Macquarie University · School of Computing, FSE, Macquarie University

  4. When Reasoning Hurts Legal Drafting: The Verbalization Bottleneck in Patent Claim Generation

    Jul 11, 2026Lekang Jiang, Wenjun Sun, Stephan GoetzPatentLegal Reasoning Tasks

    University of Cambridge · National Science Library, Chinese Academy of Sciences; Department of Information Resources Management, School of Economics and Management, University of Chinese Academy of Sciences.

  5. From Patent Expiry to Business Pathways: AI Workflows for Activating Innovation Archives

    Jul 11, 2026Sidney Shapiro, Mark PricePatentInnovation

    Dhillon School of Business, University of Lethbridge · Opus College of Business, University of St. Thomas

  6. The Perplexity Trap: When Patent Law Makes Human Writing Look Like AI

    Jun 15, 2026Anubhab BanerjeePatentVram

    Nokia Solutions and Networks GmbH & Co. KG, Munich, Germany.

  7. From Regulatory Approvals to Patents: Cross-Domain Linking for Cardiovascular Device Traceability

    Jun 6, 2026Yang Qingqing, Liu Haijiang, Li MoyanPatentRegulation

    HKUST (Guangzhou) · Wuhan Univ. of Sci. & Tech. · Hubei Key Lab. of Intelligent Info. Processing (Guangzhou)

  8. A Framework for Graph-Conditioned Hierarchical Shapley Attribution in Patent Valuation

    Jun 1, 2026Joy BoseShapley ValuePatent

    Independent Researcher Bengaluru, India

  9. When Does Synthetic Patent Data Help? Volume-Fidelity Trade-offs in Low-Resource Multi-Label Classification

    May 22, 2026Amirhossein Yousefiramandi, Ciaran CooneySynthetic DataPatent

    Clarivate, Intellectual Property · Barcelona, Spain 08025

  10. IdeaForge: A Knowledge Graph-Grounded Multi-Agent Framework for Cross-Methodology Innovation Analysis and Patent Claim Generation

    May 13, 2026Joy BoseInnovationPatent

    Independent Researcher, Bangalore, Karnataka, India

  11. Heterogeneous Dependency Graph-Guided Attentionfor Patent Representation Learning

    May 11, 2026Yongmin Yoo, Qiongkai Xu, Zhangkai Wu +1PatentInterleaved Graph Attention

    Frontier AI Research Centre, Macquarie University

  12. Open-Ended Task Discovery via Bayesian Optimization

    May 8, 2026Masaki Adachi, Yuta Suzuki, Juliusz ZiomekBayesian OptimizationScientific Workflows

    Lattice Lab · Toyota Motor Corporation · Machine Learning Research Group +1

  13. Unintended Negative Impacts of Promotional Language in Patent Evaluation

    May 6, 2026Bingkun Zhao, Chenwei Zhang, Hao PengPatentInterpretive Layer

    Department of Data Science, City University of Hong Kong, Hong Kong SAR, China · Faculty of Education, The University of Hong Kong, Hong Kong SAR, China · Northwestern Institute on Complex Systems, Northwestern University, Evanston, IL, USA

  14. PatRe: A Full-Stage Office Action and Rebuttal Generation Benchmark for Patent Examination

    May 5, 2026Qiyao Wang, Xinyi Chen, Longze Chen +4PatentPeer Review

    Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences · University of Chinese Academy of Sciences · Dalian University of Technology +2

  15. Is It Novel and Why? Fine-Grained Patent Novelty Prediction Based on Passage Retrieval

    May 4, 2026Valentin Knappich, Anna Hätty, Simon Razniewski +1Patent

    Bosch Center for AI Stuttgart, Germany · University of Augsburg Augsburg, Germany · ScaDS.AI & TU Dresden Dresden, Germany

  16. Citation-Driven Multi-View Training for Patent Embeddings: QaECTER and Sophia-Bench

    Apr 24, 2026Younes Djemmal, You Zuo, Kim Gerdes +1PatentText Embeddings

    ALMAnaCH · 1AI Lab, Questel, Paris, France · 3Inria, Paris, France +3

  17. Formally Verified Patent Analysis via Dependent Type Theory: Machine-Checkable Certificates from a Hybrid AI + Lean 4 Pipeline

    Apr 20, 2026George KoomullilPatentFormal Verification

    Ascendr, Inc.

  18. Patent Representation Learning via Self-supervision

    Nov 3, 2025You Zuo, Kim Gerdes, Éric de la Clergerie +1PatentSelf-Supervised Representations

    ALMAnaCH · Inria Paris, France · Questel Paris, France +2