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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
2,426
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 (2,256 papers).

By year featured

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

  1. 2023579 papers · 29% published · 11 cited 50+ times
  2. 2024830 papers · 27% published · 9 cited 50+ times
  3. 2025942 papers · 22% published · 2 cited 50+ times
  4. 202675 papers · 4% published · 0 cited 50+ times

We called it

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

  1. 509citations

    FinGPT: Open-Source Financial Large Language Models

    Featured 14 Jun 2023, 5 days after release

  2. 266citations

    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. 237citations

    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. 234citations

    TradingAgents: Multi-Agents LLM Financial Trading Framework

    Featured 1 Jan 2025, 4 days after release

  5. 191citations

    TKAN: Temporal Kolmogorov-Arnold Networks

    Featured 15 May 2024, 3 days after release

  6. 143citations

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

    Featured 28 Jun 2023, 6 days after release

  7. 141citations

    Designing Heterogeneous LLM Agents for Financial Sentiment Analysis

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

  8. 126citations

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

    Featured 26 Jul 2023, 7 days after release

  9. 111citations

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

    Featured 26 Jul 2023, 5 days after release

  10. 110citations

    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

  11. 103citations

    A Scoping Review of ChatGPT Research in Accounting and Finance

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

  12. 101citations

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

    Featured 24 May 2023, 5 days after release

Now out in journals

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

  1. Dynamic resource allocation with karma: An experimental study4

    In Journal of Economic Behavior & Organization · Featured 8 Jan 2025

  2. PPI++: Efficient Prediction-Powered Inference140

    In Annals of Applied Statistics · Featured 8 Nov 2023, 6 days after release

  3. Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation13

    In Annual Meeting of the Association for Computational Linguistics · Featured 9 Apr 2025

  4. Optimal automation under overdispersed discrete risk: thresholds and hysteresis in a Negative Binomial model1

    In Journal of Industrial and Management Optimization · Featured 9 Oct 2025, 2 days after release

  5. Market-driven equilibria for distributed photovoltaic panel investment0

    In Applied Energy · Featured 13 Sep 2025, 5 days after release

  6. Impacts of large-scale food fortification on the cost of nutrient-adequate diets: a modelling study in 89 countries0

    In BMJ Public Health · Featured 12 Nov 2025, 5 days after release

Milestones

Papers that passed a citation milestone lately.

  1. A Simple and Effective Pruning Approach for Large Language Models1,012

    Passed 1,000 citations · Featured 8 May 2024

  2. Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model500

    Passed 500 citations · Featured 21 Aug 2024, 1 day after release

  3. Adjoint Matching: Fine-tuning Flow and Diffusion Generative Models with Memoryless Stochastic Optimal Control252

    Passed 250 citations · Featured 15 Jan 2025

  4. Accurate RNA 3D structure prediction using a language model-based deep learning approach251

    Passed 250 citations · Featured 8 Jan 2025

  5. XGrammar: Flexible and Efficient Structured Generation Engine for Large Language Models104

    Passed 100 citations · Featured 27 Nov 2024, 5 days after release

  6. Mind's Eye of LLMs: Visualization-of-Thought Elicits Spatial Reasoning in Large Language Models102

    Passed 100 citations · Featured 10 Apr 2024, 6 days after release

  7. Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving102

    Passed 100 citations · Featured 22 May 2024, 2 days after release

  8. SAM2Act: Integrating Visual Foundation Model with A Memory Architecture for Robotic Manipulation102

    Passed 100 citations · Featured 5 Feb 2025, 6 days after release

  9. Apollo: An Exploration of Video Understanding in Large Multimodal Models100

    Passed 100 citations · Featured 18 Dec 2024, 5 days after release

  10. Scalable-Softmax Is Superior for Attention51

    Passed 50 citations · Featured 5 Feb 2025, 5 days after release

  11. Attention-based Dynamic Multilayer Graph Neural Networks for Loan Default Prediction50

    Passed 50 citations · Featured 7 Feb 2024, 6 days after release

  12. A Construct-Optimize Approach to Sparse View Synthesis without Camera Pose50

    Passed 50 citations · Featured 8 May 2024, 2 days after release

And in machine learning

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

  1. DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models9,718

    Featured 7 Feb 2024, 2 days after release

  2. Mistral 7B4,011

    Featured 16 Oct 2023, 6 days after release

  3. Depth Anything V22,329

    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 Parameters2,266

    Featured 7 Aug 2024, 1 day after release

  5. Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality2,044

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

  6. Octo: An Open-Source Generalist Robot Policy2,026

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

Every paper we featured

5,792 papers with an arXiv id or a DOI.

4,958 papers
PaperPublished in
FinGPT: Open-Source Financial Large Language ModelsNot yet14 Jun 20235509
Can ChatGPT Forecast Stock Price Movements? Return Predictability and Large Language ModelsNot yet5 Jul 202381416
FinMem: A Performance-Enhanced LLM Trading Agent With Layered Memory and Character DesignIEEE Transactions on Big Data29 Nov 20236266
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information ExtractionProceedings of the 5th ACM International Conference on AI in Finance15 Aug 20246237
TradingAgents: Multi-Agents LLM Financial Trading FrameworkNot yet1 Jan 20254234
Factors Influencing Cryptocurrency Prices: Evidence from Bitcoin, Ethereum, Dash, Litcoin, and MoneroNot yet1 Dec 20252844227
TKAN: Temporal Kolmogorov-Arnold NetworksNot yet15 May 20243191
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 2023166176
Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language ModelsNot yet28 Jun 20236143
Designing Heterogeneous LLM Agents for Financial Sentiment AnalysisACM Transactions on Management Information Systems17 Jan 20246141
FinGPT: Democratizing Internet-scale Data for Financial Large Language ModelsNot yet26 Jul 20237126
TabR: Tabular Deep Learning Meets Nearest NeighborsInternational Conference on Learning Representations2 Nov 202399119
Manufacturing Revolutions: Industrial Policy and Industrialization in South KoreaNot yet30 May 20251410118
ESG Reputation Risk Matters: An Event Study Based on Social Media DataNot yet26 Jul 20235111
Sentiment trading with large language modelsFinance Research Letters1 Jan 2025306111
Trillion Dollar Words: A New Financial Dataset, Task & Market AnalysisAnnual Meeting of the Association for Computational Linguistics18 May 20235110
A Scoping Review of ChatGPT Research in Accounting and FinanceInternational Journal of Accounting Information Systems12 Dec 202411103
The Global Governance of Artificial Intelligence: Next Steps for Empirical and Normative ResearchNot yet24 May 20235101
Risk RevisitedNot yet15 May 20246388
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language ModelsProceedings of the ACM Web Conference 20247 Feb 2024185
Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative InvestmentConference on Empirical Methods in Natural Language Processing2 Aug 2023283
Using Large Language Models for Qualitative Analysis can Introduce Serious BiasSociological Methods & Research4 Oct 2023580
Do LLM Agents Exhibit Social Behavior?Not yet3 Jan 20241172
LSTM-ARIMA as a hybrid approach in algorithmic investment strategiesKnowl. Based Syst.3 Jul 2024763
ChatGPT and Corporate PoliciesNot yet26 Jul 2023161
Inequality's Economic and Social Roots: The Role of Social Networks and HomophilyNot yet25 Jun 2025155859
Rough Volatility: Fact or Artefact?Sankhya B12 Jul 202347554
Supply-Side Equilibria in Recommender SystemsNeural Information Processing Systems13 Dec 202353453
Deep Reinforcement Learning for Active High Frequency TradingNot yet24 Aug 202394852
Extracting Financial Data from Unstructured Sources: Leveraging Large Language ModelsJ. Inf. Syst.14 Sep 2023852
Year-over-Year Developments in Financial Fraud Detection via Deep Learning: A Systematic Literature ReviewNot yet5 Feb 2025552
Attention-based Dynamic Multilayer Graph Neural Networks for Loan Default PredictionEuropean Journal of Operational Research7 Feb 2024650
Deep Learning for EconomistsNot yet18 Sep 20245850
Decentralised Finance and Automated Market Making: Execution and SpeculationNot yet12 Jul 2023549
Optimal Stopping via Randomized Neural NetworksFrontiers of Mathematical Finance6 Dec 202395249
Sea Change in Software Development: Economic and Productivity Analysis of the AI-Powered Developer LifecycleNot yet28 Jun 2023247
Decentralised Finance and Automated Market Making: Predictable Loss and Optimal Liquidity ProvisionNot yet21 Sep 2023647
Energy Security and Resilience: Reviewing Concepts and Advancing Planning Perspectives for Transforming Integrated Energy SystemsEnergy Policy30 Apr 2025547
ChatGPT-Based Investment Portfolio SelectionOperations Research Forum17 Aug 2023646
Aggregation Model and Market Mechanism for Virtual Power Plant Participation in Inertia and Primary Frequency ResponseIEEE Transactions on Power Systems12 Mar 2025646
AlphaForge: A Framework to Mine and Dynamically Combine Formulaic Alpha FactorsAAAI Conference on Artificial Intelligence3 Jul 2024745
QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language ModelNot yet7 Feb 2024144
Bubble economicsJournal of Mathematical Economics8 Nov 2023143
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial ResearchProceedings of the 5th ACM International Conference on AI in Finance13 Nov 2024643
How does artificial intelligence improve human decision‐making? Evidence from the AI‐powered Go programStrategic Management Journal18 Oct 2023642
Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting TasksNot yet26 Mar 2025542
The News in Earnings Announcement Disclosures: Capturing Word Context Using LLM MethodsManag. Sci.2 Apr 20253641
AI Regulation in the European Union: Examining Non-State Actor PreferencesNot yet24 May 2023540
Global universal approximation of functional input maps on weighted spacesConstructive approximation7 Jun 2023240
The Memorization Problem: Can We Trust LLMs'Economic Forecasts?Not yet23 Apr 2025340
The disruption index is biased by citation inflationQuantitative Science Studies7 Jun 2023539
Better Bunching, Nicer NotchingFinance and Economics Discussion Series28 Jun 202390539
The Influence of ChatGPT on Artificial Intelligence Related Crypto Assets: Evidence from a Synthetic Control AnalysisFinance Research Letters24 May 20232338
Breaking the Bank with ChatGPT: Few-Shot Text Classification for FinanceFINNLP30 Aug 2023237
FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial TradingAnnual Meeting of the Association for Computational Linguistics19 Feb 2025237
Innovation Strategy After IPO: How AI Analytics Spurs Innovation After IPOManag. Sci.24 Apr 2024236
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
Missing values handling for machine learning portfoliosJournal of Financial Economics29 Nov 202349635
India's residential space cooling transition: Decarbonization ambitions since the turn of millenniumApplied Energy12 Dec 2024335
HQNN-FSP: A hybrid classical-quantum neural network for regression-based financial stock market predictionQuantum Machine Intelligence20 Mar 2025135
The machine psychology of cooperation: can GPT models operationalize prompts for altruism, cooperation, competitiveness, and selfishness in economic games?Journal of Physics: Complexity18 May 2023534
Fractal properties, information theory, and market efficiencyChaos, Solitons & Fractals28 Jun 2023533
Transformers versus LSTMs for electronic tradingNot yet21 Sep 2023133
Can GPT models be Financial Analysts? An Evaluation of ChatGPT and GPT-4 on mock CFA ExamsNot yet18 Oct 2023633
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
Autonomy by Design: Preserving Human Autonomy in AI Decision-SupportPhilosophy & Technology3 Jul 2025333
Economic complexity and the sustainability transition: a review of data, methods, and literatureJournal of Physics: Complexity17 Aug 2023332
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 2023532
Quantum-Enhanced Forecasting: Leveraging Quantum Gramian Angular Field and CNNs for Stock Return PredictionsFinance Research Letters12 Oct 2023132
MambaStock: Selective state space model for stock predictionNot yet6 Mar 2024631
The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 DatasetNot yet1 May 2024231
Pivoting B2B platform business models: From platform experimentation to multi-platform integration to ecosystem envelopmentInternational Journal of Production Economics1 Jan 20256131
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
Inflation—Who Cares? Monetary Policy in Times of Low AttentionJournal of Money, Credit and Banking17 Aug 202382829
Retail Demand Forecasting: A Comparative Study for Multivariate Time SeriesJournal of Mathematics and Statistics Studies24 Aug 2023129
Deep learning and NLP in cryptocurrency forecasting: Integrating financial, blockchain, and social media dataInternational Journal of Forecasting29 Nov 2023629
Complement or substitute? How AI increases the demand for human skillsNot yet1 Jan 2025529
Can Large Language Models Trade? Testing Financial Theories with LLM Agents in Market SimulationsNot yet16 Apr 2025129
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
Working with AI: Measuring the Applicability of Generative AI to OccupationsNot yet13 Sep 20256529
Deep attentive survival analysis in limit order books: estimating fill probabilities with convolutional-transformersQuantitative Finance14 Jun 2023628
The long-term effects of early-life pollution exposure: Evidence from the London smog.Journal of health economics14 Sep 202356828
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
Supervised autoencoder MLP for financial time series forecastingJournal of Big Data3 Apr 2024128
Stock movement prediction with multimodal stable fusion via gated cross-attention mechanismComplex & Intelligent Systems4 Dec 202418128
Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and RobustnessProceedings of the Fourth ACM International Conference on AI in Finance28 Jun 2023627
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
StockGPT: A GenAI Model for Stock Prediction and TradingNot yet10 Apr 2024327
Business and Regulatory Responses to Artificial Intelligence: Dynamic Regulation, Innovation Ecosystems and the Strategic Management of Disruptive TechnologyNot yet31 Jul 2024327
Machine Learning Based Risk Assessment for Financial Management in Big Data IoT CreditNot yet23 Jan 20251527
Axioms for Automated Market Makers: A Mathematical Framework in FinTech and Decentralized FinanceOper. Res.30 Aug 202333126
Model Averaging and Double Machine LearningNot yet17 Jan 20241426
From Deep Learning to LLMs: A survey of AI in Quantitative InvestmentNot yet2 Apr 2025626
Unveiling the Potential of Sentiment: Can Large Language Models Predict Chinese Stock Price Movements?Not yet28 Jun 2023325
Towards reducing hallucination in extracting information from financial reports using Large Language ModelsProceedings of the Third International Conference on AI-ML Systems18 Oct 2023225

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 9 October 2026.

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