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Track record

What became of every paper Quant Letter featured since May 2023: citations and journal publications, refreshed weekly.

Finance papers featured as new
2,517
Now published
26%
Cited 100+ times
12
Median days to feature
5

“Featured as new”: in an issue within 60 days of the paper’s own date. “Now published” counts those featured at least a year ago (2,294 papers).

By year featured

Finance papers we featured as new. Recent years have had less time to get published and cited.

  1. 2023580 papers · 30% published · 13 cited 50+ times
  2. 2024831 papers · 28% published · 10 cited 50+ times
  3. 2025942 papers · 22% published · 2 cited 50+ times
  4. 2026164 papers · 2% published · 0 cited 50+ times

We called it

The most-cited finance papers we featured within two weeks of release.

  1. 531citations

    FinGPT: Open-Source Financial Large Language Models

    Featured 14 Jun 2023, 5 days after release

  2. 280citations

    FinMem: A Performance-Enhanced LLM Trading Agent With Layered Memory and Character Design

    Featured 29 Nov 2023, 6 days after release · IEEE Transactions on Big Data

  3. 254citations

    HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction

    Featured 15 Aug 2024, 6 days after release · Proceedings of the 5th ACM International Conference on AI in Finance

  4. 247citations

    TradingAgents: Multi-Agents LLM Financial Trading Framework

    Featured 1 Jan 2025, 4 days after release

  5. 195citations

    TKAN: Temporal Kolmogorov-Arnold Networks

    Featured 15 May 2024, 3 days after release

  6. 148citations

    Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models

    Featured 28 Jun 2023, 6 days after release

  7. 144citations

    Designing Heterogeneous LLM Agents for Financial Sentiment Analysis

    Featured 17 Jan 2024, 6 days after release · ACM Transactions on Management Information Systems

  8. 134citations

    FinGPT: Democratizing Internet-scale Data for Financial Large Language Models

    Featured 26 Jul 2023, 7 days after release

  9. 119citations

    Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis

    Featured 18 May 2023, 5 days after release · Annual Meeting of the Association for Computational Linguistics

  10. 111citations

    The Global Governance of Artificial Intelligence: Next Steps for Empirical and Normative Research

    Featured 24 May 2023, 5 days after release

  11. 111citations

    ESG Reputation Risk Matters: An Event Study Based on Social Media Data

    Featured 26 Jul 2023, 5 days after release

  12. 107citations

    A Scoping Review of ChatGPT Research in Accounting and Finance

    Featured 12 Dec 2024, 11 days after release · International Journal of Accounting Information Systems

Now out in journals

Early picks since published in a journal or conference. Citations on the right.

  1. Convergence of Heavy‐Tailed Hawkes Processes and the Microstructure of Rough Volatility18

    In Mathematical Finance · Featured 20 Dec 2023, 6 days after release

  2. Fourier–Laplace transforms in polynomial Ornstein–Uhlenbeck volatility models8

    In Finance and Stochastics · Featured 8 May 2024, 5 days after release

  3. Short Communication: Exponential Utility Maximization in a Discrete Time Gaussian Framework4

    In SIAM J. Financial Math. · Featured 1 Jun 2023, 3 days after release

  4. Short Communication: On the Separability of Vector-Valued Risk Measures4

    In SIAM J. Financial Math. · Featured 31 Jul 2024, 8 days after release

  5. Short Communication: The Price of Information3

    In SIAM J. Financial Math. · Featured 21 Feb 2024, 2 days after release

  6. Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation26

    In AAAI Conference on Artificial Intelligence · Featured 1 Jan 2025, 12 days after release

  7. Merchants of vulnerabilities: How bug bounty programs benefit software vendors6

    In Production and Operations Management · Featured 1 May 2024, 5 days after release

  8. Cross-Currency Basis Swaps Referencing Backward-Looking Rates2

    In SIAM J. Financial Math. · Featured 23 Oct 2024, 12 days after release

  9. When Do AI Gains Become Broadly Shareable? A Policy Threshold for AI-Driven Automation1

    In Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society · Featured 30 May 2025, 6 days after release

  10. Are Higher Suspicious Transaction Report Volumes Associated with More Future Money-Laundering Convictions?1

    In European Journal on Criminal Policy and Research · Featured 29 Aug 2025, 3 days after release

Milestones

Papers that passed a citation milestone lately.

  1. Mamba: Linear-Time Sequence Modeling with Selective State Spaces10,121

    Passed 10,000 citations · Featured 5 Jun 2024

  2. Depth Anything V22,520

    Passed 2,500 citations · Featured 20 Jun 2024, 7 days after release

  3. PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation255

    Passed 250 citations · Featured 24 Apr 2024, 5 days after release

  4. TableLlama: Towards Open Large Generalist Models for Tables252

    Passed 250 citations · Featured 27 Mar 2024

  5. A Survey on Self-Evolution of Large Language Models100

    Passed 100 citations · Featured 24 Apr 2024, 2 days after release

  6. TabReD: Analyzing Pitfalls and Filling the Gaps in Tabular Deep Learning Benchmarks50

    Passed 50 citations · Featured 31 Oct 2024

  7. Hearing Anything Anywhere26

    Passed 25 citations · Featured 12 Jun 2024, 1 day after release

  8. Cost-aware Bayesian optimization via the Pandora's Box Gittins index26

    Passed 25 citations · Featured 3 Jul 2024, 5 days after release

  9. Course-Skill Atlas: A national longitudinal dataset of skills taught in U.S. higher education curricula25

    Passed 25 citations · Featured 24 Apr 2024, 5 days after release

  10. DisCo-Diff: Enhancing Continuous Diffusion Models with Discrete Latents25

    Passed 25 citations · Featured 10 Jul 2024, 7 days after release

  11. MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark2,508

    Passed 2,500 citations · Featured 9 Oct 2024

  12. NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking507

    Passed 500 citations · Featured 6 Nov 2024

And in machine learning

From the letter’s 2023–25 machine-learning section.

  1. DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models10,823

    Featured 7 Feb 2024, 2 days after release

  2. Mistral 7B4,163

    Featured 16 Oct 2023, 6 days after release

  3. Depth Anything V22,520

    Neural Information Processing Systems · Featured 20 Jun 2024, 7 days after release

  4. Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters2,390

    Featured 7 Aug 2024, 1 day after release

  5. Octo: An Open-Source Generalist Robot Policy2,226

    Robotics: Science and Systems Conference · Featured 22 May 2024, 2 days after release

  6. Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality2,205

    International Conference on Machine Learning · Featured 5 Jun 2024, 5 days after release

Every paper we featured

6,032 papers with an arXiv id or a DOI.

5,198 papers
PaperPublished in
FinGPT: Open-Source Financial Large Language ModelsNot yet14 Jun 20235531
Can ChatGPT Forecast Stock Price Movements? Return Predictability and Large Language ModelsNot yet5 Jul 202381434
FinMem: A Performance-Enhanced LLM Trading Agent With Layered Memory and Character DesignIEEE Transactions on Big Data29 Nov 20236280
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information ExtractionProceedings of the 5th ACM International Conference on AI in Finance15 Aug 20246254
TradingAgents: Multi-Agents LLM Financial Trading FrameworkNot yet1 Jan 20254247
Factors Influencing Cryptocurrency Prices: Evidence from Bitcoin, Ethereum, Dash, Litcoin, and MoneroNot yet1 Dec 20252844231
TKAN: Temporal Kolmogorov-Arnold NetworksNot yet15 May 20243195
Deep learning models for price forecasting of financial time series: A review of recent advancements: 2020–2022Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery4 Oct 2023166188
Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language ModelsNot yet28 Jun 20236148
Designing Heterogeneous LLM Agents for Financial Sentiment AnalysisACM Transactions on Management Information Systems17 Jan 20246144
FinGPT: Democratizing Internet-scale Data for Financial Large Language ModelsNot yet26 Jul 20237134
TabR: Tabular Deep Learning Meets Nearest NeighborsInternational Conference on Learning Representations2 Nov 202399130
Manufacturing Revolutions: Industrial Policy and Industrialization in South KoreaNot yet30 May 20251410122
Trillion Dollar Words: A New Financial Dataset, Task & Market AnalysisAnnual Meeting of the Association for Computational Linguistics18 May 20235119
Sentiment trading with large language modelsFinance Research Letters1 Jan 2025306117
The Global Governance of Artificial Intelligence: Next Steps for Empirical and Normative ResearchNot yet24 May 20235111
ESG Reputation Risk Matters: An Event Study Based on Social Media DataNot yet26 Jul 20235111
A Scoping Review of ChatGPT Research in Accounting and FinanceInternational Journal of Accounting Information Systems12 Dec 202411107
Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative InvestmentConference on Empirical Methods in Natural Language Processing2 Aug 2023288
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language ModelsProceedings of the ACM Web Conference 20247 Feb 2024188
Risk RevisitedNot yet15 May 20246388
Using Large Language Models for Qualitative Analysis can Introduce Serious BiasSociological Methods & Research4 Oct 2023583
Do LLM Agents Exhibit Social Behavior?Not yet3 Jan 20241175
LSTM-ARIMA as a hybrid approach in algorithmic investment strategiesKnowl. Based Syst.3 Jul 2024768
ChatGPT and Corporate PoliciesNot yet26 Jul 2023164
Inequality's Economic and Social Roots: The Role of Social Networks and HomophilyNot yet25 Jun 2025155860
Rough Volatility: Fact or Artefact?Sankhya B12 Jul 202347555
Attention-based Dynamic Multilayer Graph Neural Networks for Loan Default PredictionEuropean Journal of Operational Research7 Feb 2024654
AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha FactorsAAAI Conference on Artificial Intelligence3 Jul 2024754
Extracting Financial Data from Unstructured Sources: Leveraging Large Language ModelsJ. Inf. Syst.14 Sep 2023853
Supply-Side Equilibria in Recommender SystemsNeural Information Processing Systems13 Dec 202353453
Deep Learning for EconomistsNot yet18 Sep 20245853
Sea Change in Software Development: Economic and Productivity Analysis of the AI-Powered Developer LifecycleNot yet28 Jun 2023252
Deep Reinforcement Learning for Active High Frequency TradingNot yet24 Aug 202394852
Year-over-Year Developments in Financial Fraud Detection via Deep Learning: A Systematic Literature ReviewNot yet5 Feb 2025552
Optimal Stopping via Randomized Neural NetworksFrontiers of Mathematical Finance6 Dec 202395251
Decentralised Finance and Automated Market Making: Execution and SpeculationNot yet12 Jul 2023550
Decentralised Finance and Automated Market Making: Predictable Loss and Optimal Liquidity ProvisionNot yet21 Sep 2023649
ChatGPT-Based Investment Portfolio SelectionOperations Research Forum17 Aug 2023648
Aggregation Model and Market Mechanism for Virtual Power Plant Participation in Inertia and Primary Frequency ResponseIEEE Transactions on Power Systems12 Mar 2025647
Energy Security and Resilience: Reviewing Concepts and Advancing Planning Perspectives for Transforming Integrated Energy SystemsEnergy Policy30 Apr 2025547
How does artificial intelligence improve human decision‐making? Evidence from the AI‐powered Go programStrategic Management Journal18 Oct 2023646
Bubble economicsJournal of Mathematical Economics8 Nov 2023145
Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting TasksNot yet26 Mar 2025545
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial ResearchProceedings of the 5th ACM International Conference on AI in Finance13 Nov 2024644
QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language ModelNot yet7 Feb 2024143
The News in Earnings Announcement Disclosures: Capturing Word Context Using LLM MethodsManag. Sci.2 Apr 20253643
The Memorization Problem: Can We Trust LLMs'Economic Forecasts?Not yet23 Apr 2025343
AI Regulation in the European Union: Examining Non-State Actor PreferencesNot yet24 May 2023542
The disruption index is biased by citation inflationQuantitative Science Studies7 Jun 2023541
Better Bunching, Nicer NotchingFinance and Economics Discussion Series28 Jun 202390541
Global universal approximation of functional input maps on weighted spacesConstructive approximation7 Jun 2023240
The Influence of ChatGPT on Artificial Intelligence Related Crypto Assets: Evidence from a Synthetic Control AnalysisFinance Research Letters24 May 20232338
JAX-LOB: A GPU-Accelerated limit order book simulator to unlock large scale reinforcement learning for tradingProceedings of the Fourth ACM International Conference on AI in Finance30 Aug 2023538
Breaking the Bank with ChatGPT: Few-Shot Text Classification for FinanceFINNLP30 Aug 2023237
The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 DatasetNot yet1 May 2024237
HQNN-FSP: A hybrid classical-quantum neural network for regression-based financial stock market predictionQuantum Machine Intelligence20 Mar 2025137
The machine psychology of cooperation: can GPT models operationalize prompts for altruism, cooperation, competitiveness, and selfishness in economic games?Journal of Physics: Complexity18 May 2023536
Innovation Strategy After IPO: How AI Analytics Spurs Innovation After IPOManag. Sci.24 Apr 2024236
India's residential space cooling transition: Decarbonization ambitions since the turn of millenniumApplied Energy12 Dec 2024336
FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial TradingAnnual Meeting of the Association for Computational Linguistics19 Feb 2025236
Are Generative AI Agents Effective Personalized Financial Advisors?Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval9 Apr 2025136
Economic complexity and the sustainability transition: a review of data, methods, and literatureJournal of Physics: Complexity17 Aug 2023335
Transformers versus LSTMs for electronic tradingNot yet21 Sep 2023135
Missing values handling for machine learning portfoliosJournal of Financial Economics29 Nov 202349635
Quantum-Enhanced Forecasting: Leveraging Quantum Gramian Angular Field and CNNs for Stock Return PredictionsFinance Research Letters12 Oct 2023134
Fractal properties, information theory, and market efficiencyChaos, Solitons & Fractals28 Jun 2023533
Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA ExamsNot yet18 Oct 2023633
MambaStock: Selective state space model for stock predictionNot yet6 Mar 2024633
Tail Risk Alert Based on Conditional Autoregressive VaR by Regression Quantiles and Machine Learning Algorithms2024 5th International Conference on Artificial Intelligence and Computer Engineering (ICAICE)12 Dec 20243433
Complement or substitute? How AI increases the demand for human skillsNot yet1 Jan 2025533
Autonomy by Design: Preserving Human Autonomy in AI Decision-SupportPhilosophy & Technology3 Jul 2025333
Deep learning and NLP in cryptocurrency forecasting: Integrating financial, blockchain, and social media dataInternational Journal of Forecasting29 Nov 2023632
Stock movement prediction with multimodal stable fusion via gated cross-attention mechanismComplex & Intelligent Systems4 Dec 202418132
Pivoting B2B platform business models: From platform experimentation to multi-platform integration to ecosystem envelopmentInternational Journal of Production Economics1 Jan 20256132
Retail Demand Forecasting: A Comparative Study for Multivariate Time SeriesJournal of Mathematics and Statistics Studies24 Aug 2023131
Supervised autoencoder MLP for financial time series forecastingJournal of Big Data3 Apr 2024131
Can Large Language Models Trade? Testing Financial Theories with LLM Agents in Market SimulationsNot yet16 Apr 2025131
Working with AI: Measuring the Applicability of Generative AI to OccupationsNot yet13 Sep 20256531
Inflation—Who Cares? Monetary Policy in Times of Low AttentionJournal of Money, Credit and Banking17 Aug 202382830
GPT in Game Theory ExperimentsNot yet13 Dec 202321830
Understanding the development of public data ecosystems: From a conceptual model to a six-generation model of the evolution of public data ecosystemsTelematics Informatics22 May 202418730
Bubble Necessity TheoremJournal of Political Economy18 May 2023429
Deep attentive survival analysis in limit order books: estimating fill probabilities with convolutional-transformersQuantitative Finance14 Jun 2023629
Can LLM-based Financial Investing Strategies Outperform the Market in Long Run?Proceedings of the 32nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.114 May 2025329
Price Discovery in Cryptocurrency MarketsAEA Papers and Proceedings11 Jun 2025223329
E-backtestingNot yet24 May 202327028
Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and RobustnessProceedings of the Fourth ACM International Conference on AI in Finance28 Jun 2023628
The long-term effects of early-life pollution exposure: Evidence from the London smog.Journal of health economics14 Sep 202356828
Model Averaging and Double Machine LearningNot yet17 Jan 20241428
Moderating effects of gender and family responsibilities on the relations between work–family policies and job performanceThe International Journal of Human Resource Management30 Jan 2024184428
A comparison of cryptocurrency volatility-benchmarking new and mature asset classesFinancial Innovation10 Apr 2024328
Business and Regulatory Responses to Artificial Intelligence: Dynamic Regulation, Innovation Ecosystems and the Strategic Management of Disruptive TechnologyNot yet31 Jul 2024328
From Deep Learning to LLMs: A survey of AI in Quantitative InvestmentNot yet2 Apr 2025628
Axioms for Automated Market Makers: A Mathematical Framework in FinTech and Decentralized FinanceOper. Res.30 Aug 202333127
Technical Note - An Unexpected Stochastic Dominance: Pareto Distributions, Dependence, and DiversificationOper. Res.12 Oct 202342127
Deep Reinforcement Learning for Quantitative Trading2024 4th International Conference on Electronics, Circuits and Information Engineering (ECIE)3 Jan 2024927
The econometrics of happiness: Are We Underestimating the Returns to Education and Income?Not yet23 Jan 2024200227
Machine Learning Based Risk Assessment for Financial Management in Big Data IoT CreditNot yet23 Jan 20251527
Unveiling the Potential of Sentiment: Can Large Language Models Predict Chinese Stock Price Movements?Not yet28 Jun 2023326

How this works

Every paper Quant Letter has featured since May 2023 whose link carries an arXiv id or a DOI (SSRN papers included) is looked up each week on Semantic Scholar, which merges a preprint with its published version. A paper counts as published when Semantic Scholar lists a journal or conference rather than a preprint server. Citation counts are Semantic Scholar’s and run lower than Google Scholar’s. RePEc papers without a DOI aren’t tracked. Machine-learning papers come from the letter’s 2023–25 ML section; everything else is finance.

Last refreshed 6 November 2026.

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