Finance Domain

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Period ending 2026-09-21

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  1. Mining Legal Arguments in U.S. Corporate Case Law

    Sep 21, 2026Luis Brena, William Jurayj, Gregory Deyesu +3Text CorporaEntailment

  2. Financial Language Models as Applied Artificial Intelligence Systems for News-Based Trading under Market Frictions

    Sep 20, 2026Kemal KirtacFinancial Sentiment AnalysisLegal Natural Language Processing Benchmarks

  3. Perception, Layout, and Validation: Calibrated Confidence for Reliable Straight-Through Processing of Financial Documents

    Sep 17, 2026Yichao Jin, Yushuo Wang, Yuxuan Han +7Finance DomainHigh-Stakes Decision

  4. FINSKILLOPS: A Self-Evolving Multi-Agent System for SEC Filing QA

    Sep 17, 2026Yanzhang Ma, Zhenghan Tai, Hanwei Wu +25Finance DomainSkillaudit

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

    Sep 14, 2026Jiajie He, Jiangyuan Hong, Dongling Ni +2User SimulationFinancial Strategy Research

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

    Sep 14, 2026Lei QuFinancial Strategy ResearchDecision Support

  7. 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

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

    Sep 9, 2026Zhirayr Hayrapetyan, Andrei Kalmykov, Denis Kokosinskii +2Finance DomainSupervised Fine-Tuning

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

    Sep 8, 2026Yuwen ChiuMultilingual Financial Question AnsweringFinance Domain

  10. EXAONE Forecast for Finance

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

  11. Can Large Language Models Anticipate Behavioral Responses to Social Policies? A Case of Pension Enrollment Prediction among China's Flexible Workers

    Sep 4, 2026Yumiao Li, Peixin Liu, Donglin Di +2Finance Domain

  12. 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

  13. 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 Engineering

  14. SpeakPay: Domain-Adaptive LoRA Fine-Tuning of Whisper for Low-Resource Nepali Financial Speech Recognition

    Sep 1, 2026Biraj SubediBankingFinance Domain

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

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

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

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

  17. Towards Expert Financial QA via Self-Improving RAG

    Aug 27, 2026Junjie Xiong, Shawheen Ghezavat, Aum HirparaFinance DomainHievi-Rag

  18. 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 +2Noisy Claim VerificationFinance Domain

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

    Aug 13, 2026Shangao Li, Yao Zhang, Volker Tresp +1ValidityFinance Benchmarks

  20. 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 AnalysisPortfolio Optimization

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

    Aug 12, 2026Ofir Ben Shoham, Shrutendra Harsola, Vignesh Subrahmaniam +3Finance DomainLarge Language Model Decision-Making

  22. 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 AnalysisModernbert

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

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

  24. V-FiLLM: Verified Financial LLM Reasoning Benchmark

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

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

    Aug 10, 2026Yuhan FangMulti-Agent SystemsFinancial Strategy Research

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

    Aug 10, 2026Fan Zhang, Jiaming LiFinancial Sentiment AnalysisLow-Rank Adaptation

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

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

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

    Aug 10, 2026Rose Cymbler, Daniel Guez, Laurent FabreLegal DomainText Corpora

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

    Aug 9, 2026Jan SpörerFinance DomainLogistic Regression

  30. 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

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

    Aug 7, 2026Yushan Li, Rikard Forlin, Dimos V. Dimarogonas +1Topological Data AnalysisComplex Networks

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

    Aug 7, 2026Sasan Mansouri, Daniel Saad, Mark Wahrenburg +2Finance DomainMulti-Hop Question Answering Benchmarks

  33. 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

  34. Accounting Graph Transformer for Short-History Multi-KPI Forecasting in Small Businesses

    Aug 7, 2026Shrutendra Harsola, Vignesh SubrahmaniamLlm-Based Forecasting MethodsLoad Forecasting

  35. 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

  36. 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 ResearchStructured Evidence Ledger

  37. F2^2Agent: Financial Fusion of Agentic Intelligence for Multimodal Trading

    Aug 6, 2026Changshuo Liu, Yanzheng Jin, Shangfeng Cai +3Multimodal AgentsMulti-Agent Large Language Model

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

    Aug 5, 2026Zongqian Li, Yaoyiran Li, Yaohui Guo +3AutoresearchSelf-Evolving Agents

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

    Aug 5, 2026Ramin PishehvarPortfolio OptimizationFinancial Strategy Research

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

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

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

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

  42. FinVerse: Financial Time-Series Benchmark

    Aug 4, 2026Jaehoon Lee, Jun Seo, Seunghan Lee +9Finance BenchmarksFoundation Model

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

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

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

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

  45. Benchmarks Are Not Validation: A System-Level View of Financial LLM Applications

    Jul 30, 2026Burak Payzun, İrem Demirtaş, Simona Scala +2Finance BenchmarksLarge Language Model Evaluation

  46. Beyond Sentiment: Structured Information Extraction from Financial News

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

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

    Jul 30, 2026Giorgos Iacovides, Wuyang Zhou, Danilo MandicFinancial Sentiment AnalysisTraining-Free Reward Alignment

  48. FinanceHarness: Autonomous Financial Deep Research Framework

    Jul 30, 2026Yijia Xiao, Rujun Han, Yanfei Chen +8Finance BenchmarksDeep Research

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

    Jul 30, 2026Qi WangFinance DomainAlgorithm Auditing

  50. RIDGE: An Autonomous Framework for Validation and Method Discovery in LLM-Generated Option Pricing

    Jul 28, 2026Liexin Cheng, Xue Cheng, Shuaiqiang Liu +1Derivative PricingValidity

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

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

  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 DomainMulti-Source Retrieval-Augmented Generation

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

    Jul 26, 2026Denglin Jiang, Haoran Zhou, Anshul Wadhawan +7Finance BenchmarksWord Error Rate

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

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

  56. Bitcoin Price Direction Prediction via Regime-Aware Multi-Modal Fusion of Social Sentiment and Technical Features

    Jul 25, 2026Muhammad Abdullah HaroonDecentralized FinanceFinancial Sentiment Analysis

  57. 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

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

    Jul 23, 2026Prerit AhujaFinance BenchmarksLarge Language Model Reliability

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

    Jul 22, 2026Joshua HarrisFinance BenchmarksMarket

  60. 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