Finance Domain

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Period ending 2026-09-21

4 new papers

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Period ending 2026-09-14

5 new papers

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Period ending 2026-09-07

4 new papers

A weekly snapshot of new work published in Finance Domain.

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160 papers

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  1. Overview of FinMMEval 2026 Task 1: Multilingual Financial Multiple-Choice Question Answering

    Jul 22, 2026Zhuohan Xie, Yuyang Dai, Rania Elbadry +18Multilingual Financial Question AnsweringFinance Domain

  2. TriAgent: Divergence-Aware Multi-Agent Committees for Cost-Efficient Financial Sentiment Analysis

    Jul 22, 2026Isabel Xu, Cynthia Xu, Rachel Ren +2Financial Sentiment AnalysisQuantitative Idea Divergence

  3. Benchmarking Generalization in Financial Statement Fraud Detection: robust evaluation and novel tasks

    Jul 21, 2026Guy Stephane Waffo Dzuyo, Gaël Guibon, Christophe Cerisara +1Fraud DetectionFinance Domain

  4. FinSAgent: Corpus-Aligned Multi-Agent RAG Framework for Evidence-Grounded SEC Filing Question Answering

    Jul 20, 2026Jijun Chi, Zhenghan Tai, Hanwei Wu +21Finance DomainMulti-Hop Question Answering Benchmarks

  5. Financial Audit Assistance using Misinformation Detection and Explanation

    Jul 20, 2026Kshitij Madhav Jadhav, Sushodhan Vaishampayan, Manoj Apte +3Finance DomainMisinformation Detection

  6. How Much of a 10-K Matters? Aggregation-Dependent Value of Full-Text versus Risk-Factor Sentiment

    Jul 15, 2026Sanggyu Sean ChoiFinancial Sentiment AnalysisSentiment Analysis

  7. FinResearchBench II: A Deep Research Benchmark with Consensus-Derived Gold Rubrics for Distinguishing Financial Report Quality

    Jul 14, 2026Beidi Luan, Rui Sun, Sinuo Wang +5Finance BenchmarksRubrics

  8. When Directional Accuracy Lies: A Base-Rate-Honest Benchmark for LoRA-Adapted TimesFM on Equity Forecasting

    Jul 14, 2026Taizhen CheungTime Series Foundation ModelsFinance Benchmarks

  9. Fin-Analyst at FinMMEval 2026 Task 3: A Live Hybrid Trading Agent with LLM Specialists and Rule-Based Signals

    Jul 14, 2026Mohotarema Rashid, Lingzi Hong, Junhua Ding +1Finance DomainLarge Language Model Pipelines

  10. Confidently Wrong: Detecting Hallucinations in Financial Question Answering from LLM Internal States

    Jul 13, 2026Richard Zhe WangFinance DomainHallucinations

  11. NextFund: A Unified Performance Tracking Platform for Agentic Portfolio Management

    Jul 13, 2026Changlun Li, Peixian Ma, Qiqi Duan +2Financial Strategy ResearchPortfolio Optimization

  12. Augmenting Fundamental Analysis with Large Language Models: A RAG-Based System for Generating Investor Briefs

    Jul 10, 2026Bartosz Ziółko, Kacper DobrzeniewskiFinancial Strategy Research

  13. Grounded Event Extraction from SEC 8-K Filings with a Fine-Grained Taxonomy

    Jul 9, 2026Rian Dolphin, Joe Dursun, Jarrett Blankenship +2Finance DomainTaxonomy

  14. XALPHA: A Memory-Driven AI Quant Researcher for Hypothesis-to-Code Alpha Discovery

    Jul 9, 2026Fengyuan Liu, Yuchen Fu, Yuqi Wang +1Financial Strategy ResearchHypothesis Generation

  15. Meta-Benchmarks for Financial-Services LLM Evaluation

    Jul 2, 2026Blair HudsonFinance BenchmarksBanking

  16. Shapley in Context: Explaining Financial Language with Domain Expertise

    Jul 1, 2026Dangxing Chen, Pengzhan GuoExplainabilityShapley Value

  17. The CRISTAL Method: Neurosymbolic analysis from AI-synthesized world models

    Jun 29, 2026Rafael Kaufmann, Felix Neubürger, Michael Walters +2Neuro-Symbolic FrameworkFinancial Strategy Research

  18. Fund2Persona: A Framework for Building and Refining Financial Advisor Personas from Fund Disclosure Data

    Jun 29, 2026Suhwan Park, Hoyoung Lee, Zhangyang Wang +5Financial Strategy ResearchPersona

  19. Fast Numbers, Slow Language: Bridging Quantitative and Qualitative Earnings Signals

    Jun 29, 2026Ding Yu, Zhuo Liu, Hao Zhang +1Financial Sentiment AnalysisQuantifying

  20. Managing the Human Fallback: Skill Investment Under Improving AI and Worker Mobility

    Jun 27, 2026Simrita Singh, Naireet Ghosh, Tinglong DaiHuman-Ai CollaborationArtificial Intelligence Systems

  21. FinInvest-GTCN: Explainable Graph-Temporal-Causal Modeling for Risk-Aware Investment Decision Optimization

    Jun 27, 2026Junyan Tan, Yifan Li, Minghao Wang +2Causal GraphFinance Benchmarks

  22. Causal Connections: Leveraging Multilingual Fine-Tuning for Financial QA@FinCausal 2026

    Jun 25, 2026Akash Kumar Gautam, Serhii Hamotskyi, Christian HänigMultilingual Financial Question AnsweringFinance Domain

  23. InvestPhilBench: A Multi-Layer Benchmark for Evaluating Large Language Model Procedural Reasoning in Expert Investment Philosophy

    Jun 24, 2026Mingguang Chen, Bo QuFinancial Strategy ResearchFinance Benchmarks

  24. MacroLens: A Multi-Task Benchmark for Contextual Financial Reasoning under Macroeconomic Scenarios

    Jun 23, 2026Patara Trirat, Jin Myung Kwak, Jay Heo +2Finance DomainEconomies

  25. RAVEN: A Regime-Aware Variable-context Expert Network for Financial Time Series Forecasting

    Jun 23, 2026Cheng He, Zhenyu Guan, Xijie Liang +6Multivariate ForecastingStochastic Volatility

  26. IPO Finance Agent: Benchmark of LLM Financial Analysts Beyond Finance Agent v2, with Automated Rubric Generation, on the SpaceX (SPCX) IPO

    Jun 22, 2026Mostapha BenhendaFinance DomainArtificial Intelligence Systems

  27. EvidenceLens: A Claim-Evidence Matrix for Auditing Financial Question Answering

    Jun 19, 2026Fengchen Gu, Xiaotian Ren, Zhengyong Jiang +6Finance DomainNoisy Claim Verification

  28. AgentFinVQA: A Deployable Multi-Agent Pipeline for Auditable Financial Chart QA

    Jun 18, 2026Aravind Narayanan, Shaina RazaFinance DomainChart

  29. MortarBench: Evaluating Mortgage Loan Origination Agents

    Jun 17, 2026Matthew Toles, Yunan Lu, Manav Munjal +6Finance Domain

  30. Generalised Eigenvalue Geometry of Semantic Adversarial Attacks

    Jun 17, 2026Martin Anthony, Kaveh Salehzadeh NobariAdversarial ExamplesParaphrasing

  31. Efficient Financial Language Understanding via Distillation with Synthetic Data

    Jun 17, 2026Wen-Fong, Huang, Edwin SimpsonFinancial Sentiment AnalysisSynthetic Data

  32. The Stanford EDGAR Filings Dataset: Reconstructing U.S. Corporate and Financial Disclosures into Layout-Faithful and Token-Efficient Pretraining Data

    Jun 16, 2026Nick Bettencourt, Xiaowei Ding, Kay GieseckeFinance DomainText Corpora

  33. FinAcumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness

    Jun 16, 2026Pianran Guo, Pengcheng Zhou, Yucheng Jian +3Finance DomainMultimodal Reasoning

  34. FinBalance: A Multi-Document Accounting Reconciliation Benchmark

    Jun 14, 2026Sasank Tumpati, Devansh Agarwal, Ayush Kedia +6Finance DomainLegal Natural Language Processing Benchmarks

  35. Robust Transformer-Based One-Step Stock Index Forecasting via Shifted Data Augmentation

    Jun 14, 2026Tien Thanh ThachSynthetic Data AugmentationFinance Benchmarks

  36. Multi-Agent Framework for Audit Risk Assessment with Explicit Uncertainty and Evidence Conflict Modeling

    Jun 14, 2026Yuhan Wang, Manqing Wang, Yixuan Lu +2Algorithm AuditingConformal Risk Control

  37. LEDGER: A Long-Context Benchmark of Corporate Annual Reports for Grounded Financial Retrieval and Extraction

    Jun 11, 2026Charles Moslonka, Amaury de Vitry, Arthur Garnier +2Finance DomainReport

  38. Can News Predict the Market? Limits of Zero-Shot Financial NLP and the Role of Explainable AI

    Jun 10, 2026Ali M Karaoglu, Shreyank N GowdaFinancial Sentiment AnalysisZero-Shot Forecasting

  39. A Unified Multi-Modal Framework for Intelligent Financial Systems: Integrating Reinforcement Learning, High-Frequency Trading, and Game-Theoretic Approaches with Cross-Modal Sentiment Analysis

    Jun 9, 2026Fanrong Liu, Zhang Yuwei, Mingni LuoFinancial Sentiment AnalysisPortfolio Optimization

  40. Tree-of-Experience: A Structured Experience-Management Solution for Self-Evolving Agents under Low-Repetition and Implicit-Reward Environments

    Jun 5, 2026Zihao Deng, Yining Zhu, Leiming Wang +6Self-Evolving AgentsExperience

  41. Streaming Knowledge Compilation: Proactive Materiality-Scored Pinning for Time-Evolving LLM Wikis

    Jun 3, 2026Juan M. HuertaWikipediaProcedural Knowledge

  42. Hedge-Bench: Benchmarking Agents on Hard, Realistic Tasks Pertaining to Financial Reasoning

    Jun 2, 2026Eric Cho, Shawn Huang, Alice Lu +1Finance BenchmarksAgentic Benchmarks

  43. BigFinanceBench: A Workflow-Grounded Benchmark for Financial-Research Agents

    Jun 2, 2026Alex Wang, Georg Meinhardt, Jacob Katz +4Finance BenchmarksDerivations

  44. FinStressTS: A Parametric Synthetic Benchmark for Time-Series Forecasting in Finance

    Jun 2, 2026Jiaze Sun, Kelvin J. L. Koa, Ruiyang Ni +3Multivariate ForecastingFinance Benchmarks

  45. From Long News to Accurate Forecast: Importance-Aware Fusion and PRM-Guided Reflection for Time Series Forecasting

    Jun 2, 2026Mingyang Liu, Qingcan Kang, Yuke Wang +6HeadlinesStep-Level Supervision

  46. DynaTree: Dynamic Agentic Retrieval Tree for Time-Sensitive News Retrieval

    May 29, 2026Siyuan Qi, Xinyuan Wang, Yingxuan Yang +5Agentic RetrievalHeadlines

  47. Point-in-Time Financial RAG with Frozen LLMs and Market-Feedback Adaptive Retrieval

    May 29, 2026Zijie Zhao, Roy E. WelschFinance DomainDeepseek

  48. Fighting Numerical Hallucinations via Data-centric Compilation for Online Financial QA

    May 29, 2026Hao Chen, Xing Tang, Qirui Liu +6Large Language Model ReasoningFinance Domain

  49. BlueFin: Benchmarking LLM Agents on Financial Spreadsheets

    May 29, 2026Srivatsa Kundurthy, Clara Na, Colton Moraine +6SpreadsheetsFinance Domain

  50. Bridging the Gap Between Natural Language and Market Dynamics via High-Dimensional Representation Learning

    May 28, 2026Yujin Jeong, Noelle Jung, Brian Y. C. LeungFinancial Sentiment AnalysisMultivariate Forecasting

  51. FinVerBench: Benchmark Validity and Calibration in Large Language Model Financial Statement Verification

    May 28, 2026Silu PandaFinance DomainLarge Language Model Evaluation

  52. K-FinHallu: A Hallucination Detection Benchmark for Multi-Turn RAG in Korean Finance

    May 28, 2026Eunbyeol Cho, Yunseung Lee, Mirae Kim +3Finance DomainHallucination Detection

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

    May 27, 2026Jay Yu, Amy Zhao, Danning SuiDecentralized FinanceFinancial Strategy Research

  54. GS-FUSE: Granger-Supervised Gated Fusion and Multi-Granularity Alignment for Event-Driven Financial Forecasting

    May 27, 2026Yang Zhang, En Chun, Ziyun Mao +2Financial Sentiment AnalysisFairyfuse

  55. From Knowing to Doing: A Memory-Controlled Benchmark for LLM Trading Agents on Stock Markets

    May 27, 2026Taojie Zhu, Wentao Zhao, Rui Sun +7Financial Strategy ResearchMarket

  56. Hierarchical Synthetic Tabular Data Generation: A Hybrid Top-Down and Bottom-Up Framework

    May 27, 2026Junfeng Nie, Alvin Jin, Xiaohui ChenSynthetic Tabular DataAutomated Synthesis Techniques

  57. FinBoardBench: Benchmarking Dynamic Wealth Management and Strategic Financial Reasoning of LLMs via Board Game Simulations

    May 27, 2026Xuesi Hu, Peng Wang, Jinpeng Miao +7Finance Benchmarks

  58. FundaPod: A Multi-Persona Agent Pod Architecture with Knowledge Graph Memory for AI-Assisted Fundamental Investment Research

    May 27, 2026Di Zhu, Lei Nico Zheng, Zihan ChenFinancial Strategy ResearchPortfolio Optimization

  59. FinHarness: An Inline Lifecycle Safety Harness for Finance LLM Agents

    May 26, 2026Haoxuan Jia, Yang Liu, Bin Chong +10Personalized Large Language Model AgentsFinance Domain

  60. A Bioinspired Underwater Robot with a Latch-Mediated Soft Bistable Mechanism

    May 26, 2026Chongze Bi, Wenjie Wu, Zonghao Zuo +1Underwater RobotsRobot Systems