Finance Domain

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Period ending 2026-09-14

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Period ending 2026-09-07

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  1. Are LLMs Good Financial User Simulators? A Preliminary Study

    Sep 14, 2026Jiajie He, Jiangyuan Hong, Dongling Ni +2Social SimulationsFinancial Strategy Research

  2. From Ideas to Actions: A Public-Data Decision-Support Toolchain Across the Venture Lifecycle

    Sep 14, 2026Lei QuFinancial Strategy Research

  3. Same Day, Same Story; One Day Ahead, a Different Signal: The Dual Validity of Financial Sentiment

    Sep 12, 2026AS Aravinthkakshan, Laven Srivastava, Harsh NandwaniFinancial Sentiment AnalysisSentiment Analysis

  4. A Training-Free, Alignment-Free Approach to Corporate Intelligence: Application to SEC Filings

    Sep 11, 2026Jean-François DelpechFinancial DisclosuresCorpus

  5. Data-Centric Post-Training for Financial Reasoning: Mining, Distillation, and Verifiable Learning

    Sep 9, 2026Zhirayr Hayrapetyan, Andrei Kalmykov, Denis Kokosinskii +2Finance DomainPost-Training

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

    Sep 8, 2026Yuwen ChiuMultilingual Financial Question AnsweringFinance Domain

  7. EXAONE Forecast for Finance

    Sep 7, 2026Seunghan Lee, Jaehoon Lee, Jun Seo +9Finance BenchmarksConvolutional

  8. Enhancing Financial Question Answering: A Novel Benchmark Dataset of Banks' financial statements

    Sep 3, 2026Arianna Miola, Bruno Spaccavento, Lorenzo Silotto +2Finance DomainMulti-Hop Question Answering Benchmarks

  9. The Analyst in the Prompt: Role, Retrieval, and Memory Biases in LLM Financial Analysis

    Sep 2, 2026Ahmed Asaad, Amr Mohamed, Yang Zhang +1Financial Strategy ResearchPrompt

  10. FinLifeBench: Exhaustive Life-Event History and Financial-State Reconstruction from Longitudinal Banking Dialogue

    Sep 1, 2026Hangyeul Lee, Juyoung Oh, Jaeyong Ko +5Finance DomainDialogue Benchmarks

  11. Right Frame, Wrong Rule: Cultural Cues Expose the Financial Knowledge Gap They Were Meant to Close

    Sep 1, 2026Rania Elbadry, Ahmed Heakl, Saeed Almheiri +12Cultural AlignmentFraming

  12. AnalysisBank: An Expert Analysis Pattern Library for Financial Report Generation

    Sep 1, 2026Yajing Yang, Yunshan Ma, Kelvin J. L. Koa +1ReportFinance Domain

  13. Agentic Empirical Asset Pricing: Methodological Foundations

    Sep 1, 2026Yingjian Pan, Xiaowei Ding, Kay GieseckeFinancial Strategy ResearchEmpirical Study

  14. Can LLMs Take the Pulse of the Economy? A Real-Time Evaluation of LLM Nowcasts on Macroeconomic Indicators

    Aug 31, 2026Xinyue Zhao, Ruiyi Zhang, Liqin Ye +3Large Language Model EvaluationEconomies

  15. CLAIR-Fin: An Adversarial Multi-Agent Framework for Claim-Level Verification and Adaptive Debate in Cross-Modal Financial QA

    Aug 13, 2026Fatema Tuj Johora Faria, Mukaffi Bin Moin, Jubayer Al Mahmud +2Finance DomainIncomplete Evidence

  16. QuoteBench: How Matched Scores Can Hide Command-Path Failures

    Aug 13, 2026Shangao Li, Yao Zhang, Volker Tresp +1Failure ModesValidity

  17. Large Language Model-Driven Small-Capitalization Trading: Integrating Financial News Sentiment, Macroeconomic Indicators, and Technical Signals

    Aug 12, 2026Alireza Kargarzadeh, Nariman Khaledian, Navid Parvini +1Financial Sentiment AnalysisFinance Domain

  18. GRPO for Financial Advice Generation: Outperforming Commercial LLMs under CATE Evaluation

    Aug 12, 2026Ofir Ben Shoham, Shrutendra Harsola, Vignesh Subrahmaniam +3Finance DomainAlgorithm Auditing

  19. LabelFusion-TS: Fusing Large Language Models, Transformer Encoders, and Financial Time Series for Monetary-Policy Stance Classification

    Aug 12, 2026Michael Schlee, Fabian Lukassen, Christoph WeisserFinancial Sentiment AnalysisTime Series Foundation Models

  20. FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents

    Aug 12, 2026Yuhao Zhang, O. Ozan Koyluoglu, Thejas Venkatesh +4Finance BenchmarksFrontier Models

  21. V-FiLLM: Verified Financial LLM Reasoning Benchmark

    Aug 11, 2026Alicia Larsen, Victoire Laurent, Aulia Kharis Rakhamsari +2Finance BenchmarksReasoning Benchmark

  22. Beyond Cash Flows: A Multi-Agent AI Framework for Valuing Clinical-Stage, Cross-Border Biotechnology

    Aug 10, 2026Yuhan FangDecentralized Multi-Agent SystemFinancial Strategy Research

  23. RA-FinBERT: Rule-aware LoRA adaptation for low-resource financial sentiment classification

    Aug 10, 2026Fan Zhang, Jiaming LiFinancial Sentiment AnalysisNatural Language Processing

  24. Observational Policy Ranking for SMB Financial Guidance from Multi-Action Accounting Logs

    Aug 10, 2026Shrutendra Harsola, Vignesh Subrahmaniam, Vikas Raturi +7Finance DomainLog

  25. Temporal Misgrounding in Legal RAG: A Versioned-Corpus Benchmark for French Tax Law

    Aug 10, 2026Rose Cymbler, Daniel Guez, Laurent FabreMulti-Hop Question Answering BenchmarksCorpus

  26. Can Open-Weight Models Compete on Financial Text Comprehension?

    Aug 9, 2026Jan SpörerFinance DomainArtificial Intelligence Systems

  27. An Exploratory Evaluation of LLM-Assisted Rewriting of Moderate-Complexity Financial Sentences for DisCoCat-Based Sentiment Analysis

    Aug 7, 2026Brian Llinas, Nikos ChrisochoidesFinancial Sentiment AnalysisSentiment Analysis

  28. Topology Inference for Immune System Networks by Using Cell Amount Data

    Aug 7, 2026Yushan Li, Rikard Forlin, Dimos V. Dimarogonas +1Biological NetworksTopology

  29. FinRank: An Evidence-Grounded Benchmark for Financial Question Answering and Retrieval over SEC Filings

    Aug 7, 2026Sasan Mansouri, Daniel Saad, Mark Wahrenburg +2Financial DisclosuresFinance Domain

  30. Reading Copom's Tone: A Weighted LLM Framework for Hawkish-Dovish Sentiment, Forward Guidance, and Uncertainty

    Aug 7, 2026Gabriel de Macedo SantosFinancial Sentiment AnalysisSentiment Analysis

  31. Confidence Estimation for Financial Vision-Language Models in Chart and Document Understanding

    Aug 6, 2026Reza Khanmohammadi, Simerjot Kaur, Charese H. Smiley +2Confidence EstimationFinance Domain

  32. Beyond Top-K: Replacing Black-Box Retrieval with Interpretable Agentic Operations

    Aug 6, 2026Sagar Tamang, Ayush Vyas, Tabarakul HazarikaQuery-Document PairsDocument

  33. FinEvo-Bench: A Longitudinal Benchmark for Self-Evolving Agents in Professional Financial Workflows

    Aug 6, 2026Bo Deng, Kang Zhou, Lifan Guo +6Self-Evolving AgentsFinance Benchmarks

  34. Evaluating Investment Logic in Large Language Models: A Real-World Benchmark Towards Personalzied Financial Agents

    Aug 6, 2026Yuanhong Jiang, Jingjie Zou, Zhenghong Lin +4Financial Strategy ResearchBlockchain

  35. F^2Agent: Financial Fusion of Agentic Intelligence for Multimodal Trading

    Aug 6, 2026Changshuo Liu, Yanzheng Jin, Shangfeng Cai +3ArbitrageMultimodal Agents

  36. AutoScientist-Quant: Self-Evolving Coding Agents for Automatic Research in Quantitative Investment

    Aug 5, 2026Zongqian Li, Yaoyiran Li, Yaohui Guo +3Financial Strategy ResearchSelf-Evolving Agents

  37. An Emerging Retail Portfolio Management Application: Personalized, Tax-Aware Reinforcement Learning with Natural Language Goals

    Aug 5, 2026Ramin PishehvarPortfolio OptimizationFinancial Strategy Research

  38. From Financial Sentiment Classification to Return Predictability: A QLoRA Benchmark of Large Language Models

    Aug 4, 2026Fusheng LuoFinancial Sentiment AnalysisLegal Natural Language Processing Benchmarks

  39. FinProBench: Evaluating Financial AI Agents with Role-Grounded Rubrics Derived from Professional Deliverables

    Aug 4, 2026Ben Wang, Kang Zhou, Lifan Guo +2Finance BenchmarksRubrics

  40. FinVerse: Financial Time-Series Benchmark

    Aug 4, 2026Jaehoon Lee, Jun Seo, Seunghan Lee +9Time Series Foundation ModelsFinance Benchmarks

  41. Can Language Models Identify Shadow Trading Targets? An NLP Evaluation of SEC Enforcement Theory

    Aug 2, 2026Sarah Wilson, Michael MacKay, Anthony Marello +1Financial DisclosuresAnti-Money Laundering

  42. ShiJianBench: From Dialogue to Decision for Long-Horizon Evaluation of Investment Advisors

    Aug 2, 2026Jie Gong, Maowei Jiang, Zhiwei Liu +14Financial Strategy ResearchLong-Horizon

  43. FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction

    Aug 1, 2026Chaoqun Yang, Fengbin Zhu, Xinyu Lin +5Finance BenchmarksDeep-Research Agent

  44. Beyond Sentiment: Structured Information Extraction from Financial News

    Jul 30, 2026Daohan Zhu, Sitong Ge, Ruofei Wang +4Financial Sentiment AnalysisSentiment Analysis

  45. FinSMART: Financial Sentiment Analysis for Algorithmic Trading through Market-Aligned Reinforcement Learning

    Jul 30, 2026Giorgos Iacovides, Wuyang Zhou, Danilo MandicFinancial Sentiment AnalysisSentiment Analysis

  46. FinanceHarness: Autonomous Financial Deep Research Framework

    Jul 30, 2026Yijia Xiao, Rujun Han, Yanfei Chen +8Finance BenchmarksAgent Harness

  47. AWARE-FX: An Auditable Knowledge-Guided AI System for Measuring Corporate Foreign-Exchange Hedging Disclosure

    Jul 30, 2026Qi WangFinancial DisclosuresAlgorithm Auditing

  48. Hierarchical Reranking for Scalable Financial RAG System

    Jul 29, 2026Joohyun Lee, Sungwoo HongFinance DomainHievi-Rag

  49. Diagnosing Fine-Grained Inconsistency Classification in Financial Disclosure Text

    Jul 29, 2026Aman Kumar, Lasitha Vidyaratne, Dipanjan D Ghosh +2Financial DisclosuresText Classifier

  50. GAUGE: Grading Agent-Built Financial Models Without a Golden Answer

    Jul 27, 2026Jiacheng Lu, Sinuo Wang, Wentao Zhao +12Finance BenchmarksGrading

  51. INS-ActBench: A Comprehensive Benchmark for Assessing Professional Actuarial Capability of Large Language Models

    Jul 27, 2026Changyu Chen, Chenwei Lin, Xian XuActuarial Reasoning TasksFinance Benchmarks

  52. LLM-Based vs. Lexicon-Based Sentiment Signals for Tail-Risk Detection in Meme Stocks

    Jul 27, 2026Paul Kilian, Markus KleffmannFinancial Sentiment AnalysisSentiment Analysis

  53. FinAbstain: Uncertainty-Calibrated Multimodal RAG for Selective Financial Forecasting

    Jul 27, 2026Dorothy Torres, Wei Cheng, Henan HuangFinance DomainLarge Language Model Uncertainty

  54. Earnings25: A Comprehensive 500-Hour Speech Benchmark for Finance

    Jul 26, 2026Denglin Jiang, Haoran Zhou, Anshul Wadhawan +7Automatic Speech Recognition EvaluationFinance Benchmarks

  55. AI Strategy: How to Choose What AI Product to Implement

    Jul 26, 2026Foster Provost, Panos IpeirotisArtificial Intelligence EvaluationFinancial Strategy Research

  56. Language-Routed RAG and Direct Option Scoring for Multilingual Financial QA: DS@GT at FinMMEval

    Jul 24, 2026Justice Ayela, Kabir SahniMultilingual Financial Question AnsweringFinance Domain

  57. Capital Markets LLM Reliability Score (CM-LRS): From Plausible to Bankable

    Jul 23, 2026Prerit AhujaFinance BenchmarksLarge Language Model Reliability

  58. Frontier Financial Judgement: Can agents tell what might move a stock?

    Jul 22, 2026Joshua HarrisFinance BenchmarksMarket

  59. Overview of FinMMEval 2026 Task 2: Multilingual Financial Short-Answer Question Answering

    Jul 22, 2026Zhuohan Xie, Xueqing Peng, Georgi Georgiev +18Multilingual Financial Question AnsweringFinance Domain

  60. 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