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8 papers in the last four weeks, up 60% on the four weeks before. 0.1% of all new papers.

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  1. Liquidity-Based Audit of Algorithmic Trading Strategies

    Jun 27, 2026Irene AldridgeFinancial ServicesQuantitative Finance

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

    Jun 25, 2026Serhii Hamotskyi, Akash Kumar Gautam, Christian HänigFinancial ServicesLegal NLP

    Anhalt University of Applied Sciences

  3. FinRED: An Expert-Guided Benchmark Generation and Evaluation Framework for Financial LLM Red-Teaming

    Jun 18, 2026Chaeyun Kim, Daeyoung Park, Junghwan Kim +4LLM Safety BenchmarksFinancial Services

    DATUMO INC., Republic of Korea · Korea Advanced Institute of Science and Technology (KAIST), Republic of Korea · Financial Security Institute (FSI), Republic of Korea

  4. DeXposure-Claw: An Agentic System for DeFi Risk Supervision

    Jun 17, 2026Aijie Shu, Bowei Chen, Wenbin Wu +2Financial ServicesAI Agent Monitoring

    University of Edinburgh · University of Glasgow · University of Cambridge

  5. MortarBench: Evaluating Mortgage Loan Origination Agents

    Jun 17, 2026Matthew Toles, Yunan Lu, Manav Munjal +6Financial ServicesLanguage Model Calibration

    Columbia University · Tidalwave

  6. FinBalance: A Multi-Document Accounting Reconciliation Benchmark

    Jun 14, 2026Sasank Tumpati, Devansh Agarwal, Ayush Kedia +6Financial ServicesLLM Evaluation

    BITS Pilani · KIIT Bhubaneswar · University of Oxford

  7. Post-Quantum Secure Federated DeFi for Inclusive Banking

    Jun 9, 2026Swati Sachan, Dale Fickett, Richard Buchinger +1Financial ServicesDecentralized Finance

    AI FinTech Group, University of Liverpool, L69 3BX, UK · University of Richmond, Richmond, VA 23173, USA · Chain Crunch Labs based in Finsbury, London, UK +1

  8. TRUST-SCF: Transformer-based Risk Understanding and Scoring for Transactional Supply Chain Finance

    Jun 6, 2026Mohammadamin Davoodabadi, Amirabbas ShakeriFinancial ServicesAI Risk Management

    Department of Growth Barook Co.

  9. How Small Can You Go? LoRA Fine-Tuning 270M-8B Models for Merchant Information Extraction in Financial Transactions

    Jun 6, 2026Donghao Huang, Tomas Drietomsky, Benjamin Barrett +1Financial ServicesMemory-Efficient Fine-Tuning

    Research and Development, Mastercard, Arlington, VA, USA · School of Computing and Information Systems, Singapore Management University, Singapore · Economic Intelligence, Mastercard, Prague, Czech Republic

  10. Artificial Intelligence-Enabled Accounting Information Systems and Fraud Detection in Nigeria's Financial Services Sector: The Moderating Role of Natural Language Processing

    Jun 4, 2026Timothy Oluwapelumi Adeyemi, Abigail Omotola OjogbedeFinancial ServicesAlgorithmic Auditing

    WeAreGenius Research Institute, Founder and Principal Researcher, Lagos, Nigeria. · Park University, MBA, United States.

  11. Compliance-Scored Best-of-N Guardrail Orchestration for Multimodal Document Generation in Payments Dispute Defense

    Jun 1, 2026Nataraj Agaram Sundar, Tejas MorabiaFinancial ServicesLLM Guardrails

    eBay Inc. San Jose, CA, USA

  12. Artificial Intelligence in Ship Finance: Applications, Opportunities, and a Case Study in AI-Augmented Loan Origination

    May 29, 2026Lasse Dierich, Orestis SchinasFinancial ServicesLLM Agent Orchestration

    ShipFinance.ai, Munich, Germany · HHX.blue GmbH, Kiel, Germany · Technical University of Munich, Munich, Germany +1

  13. Extending the UXR Point of View Pyramid: A Generative AI-Augmented Methodology for Human-Centred AI Systems

    May 29, 2026Festus Fatai Adedoyin, Huseyin Dogan, Melike Akca +1Financial ServicesHuman-in-the-Loop AI

    School of Computing and Engineering, Bournemouth University Poole, UK

  14. Paper Agents, Paper Gains: An Empirical Analysis of DeFi Investment Agents

    May 27, 2026Jay Yu, Amy Zhao, Danning SuiFinancial ServicesAI Agent Evaluation

    Pantera Capital · Stanford University · IC3 +1

  15. MimirRAG: A Multi-Agent RAG Framework for Financial Data Retrieval with Metadata Integration

    May 24, 2026Magnus Samuelsen, Wilmer Nyström, Somnath Mazumdar +2Financial ServicesMulti-Agent LLM Systems

    Copenhagen Business School, Solbjerg Plads 3, Frederiksberg, 2000, Denmark · Jyske Bank, Copenhagen, Denmark

  16. Innovations in Cardless Artificial Intelligence Banking: A Comprehensive Framework for Cyber Secure and Fraud Mitigation using Machine Learning Algorithms

    May 21, 2026Md IsrafeelFinancial ServicesFinancial Fraud Detection

    Dept. Electrical and Computer Engineering, University of Central Florida, Orlando, Florida, USA

  17. Beyond Semantic Similarity: A Two-Phase Non-Parametric Retrieval Workflow for Corporate Credit Underwriting

    May 20, 2026Linus Ng Junjia, Ezekiel Tee Kongquan, Kelvin Heng +2Financial ServicesRetrieval-Augmented Generation

    OCBC, Singapore · 2Georgia Institute of Technology.

  18. Auditing Discriminatory Patterns in Mortgage Lending Through Association Rules and Fair Binning

    May 16, 2026Archit Rathod, Dhwani Chande, Het NagdaFinancial ServicesAlgorithmic Auditing

    University of Illinois Chicago

  19. Herculean: An Agentic Benchmark for Financial Intelligence

    May 14, 2026Xueqing Peng, Zhuohan Xie, Yupeng Cao +60Financial ServicesLLM Agent Evaluation

  20. FIND: Toward Multimodal Financial Reasoning and Question Answering for Indic Languages

    May 13, 2026Sarmistha Das, Vaibhav Vishal, Syed Ibrahim Ahmad +2Financial ServicesFinancial QA

    Indian Institute of Technology Patna, India · Microsoft, India

  21. Beyond Task Success: Measuring Workflow Fidelity in LLM-Based Agentic Payment Systems

    May 7, 2026Donghao Huang, Joon Kiat Chua, Zhaoxia WangFinancial ServicesMulti-Agent LLM Systems

    School of Computing and Information Systems, Singapore Management University, 80 Stamford Rd, Singapore 178902, Singapore · Research and Development, Mastercard, 4250 Fairfax Dr, Arlington, VA 22203, USA

  22. FinRAG-12B: A Production-Validated Recipe for Grounded Question Answering in Banking

    May 6, 2026Denys Katerenchuk, Pablo Duboue, Keelan Evanini +6Financial ServicesLLM Grounding

    Kasisto, New York, NY · Textualization, Vancouver, Canada · NBME, Philadelphia, PA

  23. A Meta Reinforcement Learning Approach to Goals-Based Wealth Management

    May 4, 2026Sanjiv R. Das, Harshad Khadilkar, Sukrit Mittal +3Financial ServicesMeta-Learning

    Dept. of Finance, Santa Clara University, Santa Clara, CA, USA · Indian Institute of Technology, Mumbai, India · Franklin Templeton, Mumbai, India +4

  24. Intent2Tx: Benchmarking LLMs for Translating Natural Language Intents into Ethereum Transactions

    Apr 30, 2026Zhuoran Pan, Yue Li, Zhi Guan +2Financial ServicesLLM Evaluation

    School of Computer Science Peking University Beijing, PA 100871 · Taiyuan University of Technology Taiyuan, Shanxi, PA 030024 · Peking University Beijing, PA 100871

  25. Compliance-Aware Agentic Payments on Stablecoin Rails

    Apr 30, 2026Kenneth See, Xue Wen TanFinancial ServicesAI Agent Governance

    1Monetary Authority of Singapore · 2Infocomm Media Development Authority

  26. The Price of Agreement: Measuring LLM Sycophancy in Agentic Financial Applications

    Apr 27, 2026Zhenyu Zhao, Aparna Balagopalan, Adi Agrawal +3Financial ServicesLLM Sycophancy

    Writer, Inc.

  27. One Size Fits None: Heuristic Collapse in LLM Investment Advice

    Apr 26, 2026Jillian Ross, Andrew W. LoFinancial ServicesLLM Auditing

    Computer Science and Artificial Intelligence Laboratory · Massachusetts Institute of Technology · Cambridge, MA, USA +1

  28. ComplianceNLP: Knowledge-Graph-Augmented RAG for Multi-Framework Regulatory Gap Detection

    Apr 26, 2026Dongxin Guo, Jikun Wu, Siu Ming YiuFinancial ServicesGraph Retrieval-Augmented Generation

    The University of Hong Kong · Stellaris AI Limited

  29. Towards Event-Aware Forecasting in DeFi: Insights from On-chain Automated Market Maker Protocols

    Apr 22, 2026Huaiyu Jia, Jiehshun You, Yizhi Luo +2Event Time PredictionTemporal Point Processes

    HKUST(GZ) · GUANGZHOU, China · Hong Kong Polytechnic University +1

  30. A Wasserstein GAN-based climate scenario generator for risk management and insurance: the case of soil subsidence

    Apr 22, 2026Antoine Heranval, Olivier Lopez, Didier Ngatcha +1Financial ServicesTime Series Forecasting

    BioSP · Biostatistiques et Processus Spatiaux (BioSP), INRAE, Avignon, France · CREST +3