---
title: Track record
url: https://www.ml-quant.com/track-record/
site: ML-Quant (https://www.ml-quant.com)
updated: 2026-10-09
license: Summaries CC BY 4.0; links go to the original sources
index: https://www.ml-quant.com/llms.txt
---


# Track record

What became of every paper Quant Letter featured: citations and journal publications from Semantic Scholar, refreshed weekly.

- Finance papers featured when new: 2426
- Now published (of those featured at least a year ago): 26%
- Cited 100+ times: 12
- Median days from release to feature: 5.0

## We called it: most cited, featured within two weeks of release

- [FinGPT: Open-Source Financial Large Language Models](https://arxiv.org/abs/2306.06031): 509 citations; featured 2023-06-14, 5 days after release; not yet published
- [FinMem: A Performance-Enhanced LLM Trading Agent With Layered Memory and Character Design](https://arxiv.org/abs/2311.13743): 266 citations; featured 2023-11-29, 6 days after release; IEEE Transactions on Big Data
- [HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction](https://arxiv.org/abs/2408.04948): 237 citations; featured 2024-08-15, 6 days after release; Proceedings of the 5th ACM International Conference on AI in Finance
- [TradingAgents: Multi-Agents LLM Financial Trading Framework](http://arxiv.org/abs/2412.20138v1): 234 citations; featured 2025-01-01, 4 days after release; not yet published
- [TKAN: Temporal Kolmogorov-Arnold Networks](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4825654): 191 citations; featured 2024-05-15, 3 days after release; not yet published
- [Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models](https://arxiv.org/abs/2306.12659): 143 citations; featured 2023-06-28, 6 days after release; not yet published
- [Designing Heterogeneous LLM Agents for Financial Sentiment Analysis](http://arxiv.org/abs/2401.05799): 141 citations; featured 2024-01-17, 6 days after release; ACM Transactions on Management Information Systems
- [FinGPT: Democratizing Internet-scale Data for Financial Large Language Models](https://arxiv.org/abs/2307.10485): 126 citations; featured 2023-07-26, 7 days after release; not yet published
- [ESG Reputation Risk Matters: An Event Study Based on Social Media Data](https://arxiv.org/abs/2307.11571): 111 citations; featured 2023-07-26, 5 days after release; not yet published
- [Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis](https://arxiv.org/abs/2305.07972): 110 citations; featured 2023-05-18, 5 days after release; Annual Meeting of the Association for Computational Linguistics
- [A Scoping Review of ChatGPT Research in Accounting and Finance](http://dx.doi.org/10.1016/j.accinf.2024.100715): 103 citations; featured 2024-12-12, 11 days after release; International Journal of Accounting Information Systems
- [The Global Governance of Artificial Intelligence: Next Steps for Empirical and Normative Research](https://arxiv.org/abs/2305.11528): 101 citations; featured 2023-05-24, 5 days after release; not yet published

## Now out in journals

- [Dynamic resource allocation with karma: An experimental study](http://arxiv.org/abs/2404.02687v2): Journal of Economic Behavior & Organization, 4 citations
- [PPI++: Efficient Prediction-Powered Inference](https://arxiv.org/abs/2311.01453): Annals of Applied Statistics, 140 citations
- [Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation](https://arxiv.org/abs/2502.02464): Annual Meeting of the Association for Computational Linguistics, 13 citations
- [Optimal automation under overdispersed discrete risk: thresholds and hysteresis in a Negative Binomial model](http://arxiv.org/abs/2510.05487v1): Journal of Industrial and Management Optimization, 1 citations
- [Market-driven equilibria for distributed photovoltaic panel investment](http://arxiv.org/abs/2509.07203v1): Applied Energy, 0 citations
- [Impacts of large-scale food fortification on the cost of nutrient-adequate diets: a modelling study in 89 countries](http://arxiv.org/abs/2511.05438v1): BMJ Public Health, 0 citations

## Most cited featured papers

- [DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models](https://arxiv.org/abs/2402.03300): 9718 citations (preprint), featured 2024-02-07
- [Mamba: Linear-Time Sequence Modeling with Selective State Spaces](https://arxiv.org/pdf/2312.00752.pdf): 9474 citations (preprint), featured 2024-06-05
- [Mistral 7B](https://arxiv.org/abs/2310.06825): 4011 citations (preprint), featured 2023-10-16
- [MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark](https://arxiv.org/abs/2406.01574): 2343 citations (Neural Information Processing Systems), featured 2024-10-09
- [Depth Anything V2](https://arxiv.org/abs/2406.09414): 2329 citations (Neural Information Processing Systems), featured 2024-06-20
- [Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters](https://arxiv.org/abs/2408.03314): 2266 citations (preprint), featured 2024-08-07
- [Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality](https://arxiv.org/abs/2405.21060): 2044 citations (International Conference on Machine Learning), featured 2024-06-05
- [Octo: An Open-Source Generalist Robot Policy](https://arxiv.org/abs/2405.12213): 2026 citations (Robotics: Science and Systems Conference), featured 2024-05-22
- [AWQ: Activation-aware Weight Quantization for On-Device LLM Compression and Acceleration](https://arxiv.org/abs/2306.00978): 1914 citations (GetMobile: Mobile Computing and Communications), featured 2024-07-24
- [Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling](https://arxiv.org/abs/2412.05271): 1802 citations (preprint), featured 2024-12-12
- [Qwen2.5-Coder Technical Report](https://arxiv.org/abs/2409.12186): 1628 citations (preprint), featured 2024-09-25
- [MemGPT: Towards LLMs as Operating Systems](https://arxiv.org/abs/2310.08560): 1558 citations (preprint), featured 2023-10-16
- [s1: Simple test-time scaling](https://arxiv.org/pdf/2501.19393): 1521 citations (Conference on Empirical Methods in Natural Language Processing), featured 2025-02-05
- [DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model](https://arxiv.org/abs/2405.04434): 1507 citations (preprint), featured 2024-05-22
- [Mastering Diverse Domains through World Models](https://arxiv.org/abs/2301.04104): 1485 citations (preprint), featured 2024-04-24
- [SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models](http://dx.doi.org/10.48550/arxiv.2303.08896): 1302 citations (Conference on Empirical Methods in Natural Language Processing), featured 2023-10-16
- [Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction](https://arxiv.org/abs/2404.02905): 1209 citations (Neural Information Processing Systems), featured 2024-06-12
- [SimPO: Simple Preference Optimization with a Reference-Free Reward](https://arxiv.org/abs/2405.14734): 1206 citations (Neural Information Processing Systems), featured 2024-07-10
- [A Simple and Effective Pruning Approach for Large Language Models](https://arxiv.org/pdf/2306.11695.pdf): 1012 citations (International Conference on Learning Representations), featured 2024-05-08
- [PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis](https://arxiv.org/abs/2310.00426): 993 citations (International Conference on Learning Representations), featured 2024-01-03
- [TÜLU 3: Pushing Frontiers in Open Language Model Post-Training](https://arxiv.org/abs/2411.15124): 975 citations (preprint), featured 2025-02-05
- [Simple and Effective Masked Diffusion Language Models](https://arxiv.org/abs/2406.07524): 947 citations (Neural Information Processing Systems), featured 2024-06-12
- [TinyLlama: An Open-Source Small Language Model](https://arxiv.org/abs/2401.02385): 934 citations (preprint), featured 2024-01-09
- [Training Large Language Models to Reason in a Continuous Latent Space](https://arxiv.org/abs/2412.06769): 811 citations (preprint), featured 2024-12-12
- [Fourier Neural Operator with Learned Deformations for PDEs on General Geometries](https://arxiv.org/abs/2207.05209): 765 citations (J. Mach. Learn. Res.), featured 2024-05-08
- [KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization](https://arxiv.org/abs/2401.18079): 745 citations (Neural Information Processing Systems), featured 2024-04-10
- [FAST: Efficient Action Tokenization for Vision-Language-Action Models](https://arxiv.org/abs/2501.09747): 741 citations (Robotics), featured 2025-01-23
- [LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS](https://arxiv.org/abs/2311.17245): 685 citations (Neural Information Processing Systems), featured 2024-04-03
- [BLINK: Multimodal Large Language Models Can See but Not Perceive](https://arxiv.org/pdf/2404.12390.pdf): 644 citations (European Conference on Computer Vision), featured 2024-04-24
- [Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives](https://arxiv.org/abs/2311.18259): 637 citations (2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)), featured 2024-05-01
- [Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting](https://arxiv.org/pdf/2310.10642.pdf): 635 citations (International Conference on Learning Representations), featured 2023-10-18
- [Scalable Extraction of Training Data from (Production) Language Models](https://arxiv.org/abs/2311.17035): 629 citations (preprint), featured 2023-12-06
- [Continuous 3D Perception Model with Persistent State](https://arxiv.org/abs/2501.12387): 621 citations (2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)), featured 2025-01-23
- [Ferret: Refer and Ground Anything Anywhere at Any Granularity](https://arxiv.org/abs/2310.07704): 618 citations (International Conference on Learning Representations), featured 2023-10-16
- [TOFU: A Task of Fictitious Unlearning for LLMs](https://arxiv.org/abs/2401.06121): 612 citations (preprint), featured 2024-01-17
- [FateZero: Fusing Attentions for Zero-shot Text-based Video Editing](https://arxiv.org/abs/2303.09535): 589 citations (2023 IEEE/CVF International Conference on Computer Vision (ICCV)), featured 2023-10-16
- [Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks](https://arxiv.org/abs/2404.02151): 587 citations (International Conference on Learning Representations), featured 2024-06-20
- [Causal Reasoning and Large Language Models: Opening a New Frontier for Causality](https://arxiv.org/abs/2305.00050): 587 citations (Trans. Mach. Learn. Res.), featured 2024-08-21
- [LlaVA-CoT: Let Vision Language Models Reason Step-By-Step](https://arxiv.org/abs/2411.10440): 579 citations (2025 IEEE/CVF International Conference on Computer Vision (ICCV)), featured 2024-11-20
- [Gated Linear Attention Transformers with Hardware-Efficient Training](https://arxiv.org/abs/2312.06635): 578 citations (International Conference on Machine Learning), featured 2023-12-13
- [Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models](https://arxiv.org/abs/2405.01535): 564 citations (Conference on Empirical Methods in Natural Language Processing), featured 2024-05-08
- [FinGPT: Open-Source Financial Large Language Models](https://arxiv.org/abs/2306.06031): 509 citations (preprint), featured 2023-06-14
- [Llemma: An Open Language Model For Mathematics](https://arxiv.org/abs/2310.10631): 506 citations (International Conference on Learning Representations), featured 2023-10-18
- [Transfusion: Predict the Next Token and Diffuse Images with One Multi-Modal Model](https://arxiv.org/abs/2408.11039): 500 citations (preprint), featured 2024-08-21
- [Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation](https://arxiv.org/abs/2410.13848): 498 citations (2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)), featured 2024-10-23
- [SliceGPT: Compress Large Language Models by Deleting Rows and Columns](https://arxiv.org/abs/2401.15024): 490 citations (International Conference on Learning Representations), featured 2024-01-30
- [CAT3D: Create Anything in 3D with Multi-View Diffusion Models](http://arxiv.org/abs/2405.10314): 490 citations (Neural Information Processing Systems), featured 2024-05-22
- [Scaling Synthetic Data Creation with 1,000,000,000 Personas](https://arxiv.org/abs/2406.20094): 486 citations (preprint), featured 2024-07-03
- [Training Language Models to Self-Correct via Reinforcement Learning](https://arxiv.org/abs/2409.12917): 481 citations (International Conference on Learning Representations), featured 2024-10-09
- [NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking](http://arxiv.org/abs/2406.15349v1): 458 citations (Neural Information Processing Systems), featured 2024-11-06
- [An Embodied Generalist Agent in 3D World](https://arxiv.org/abs/2311.12871): 453 citations (International Conference on Machine Learning), featured 2024-05-15
- [Capabilities of Gemini Models in Medicine](https://arxiv.org/abs/2404.18416): 451 citations (preprint), featured 2024-05-08
- [The Platonic Representation Hypothesis](https://arxiv.org/abs/2405.07987): 438 citations (International Conference on Machine Learning), featured 2024-05-15
- [PGSR: Planar-Based Gaussian Splatting for Efficient and High-Fidelity Surface Reconstruction](https://arxiv.org/pdf/2406.06521): 436 citations (IEEE Transactions on Visualization and Computer Graphics), featured 2024-06-12
- [Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models](https://arxiv.org/abs/2501.01423): 428 citations (2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)), featured 2025-01-08
- [Can ChatGPT Forecast Stock Price Movements? Return Predictability and Large Language Models](http://dx.doi.org/10.2139/ssrn.4412788): 416 citations (preprint), featured 2023-07-05
- [RAFT: Adapting Language Model to Domain Specific RAG](https://arxiv.org/abs/2403.10131): 411 citations (preprint), featured 2024-06-12
- [OminiControl: Minimal and Universal Control for Diffusion Transformer](https://arxiv.org/abs/2411.15098): 385 citations (2025 IEEE/CVF International Conference on Computer Vision (ICCV)), featured 2024-11-27
- [Data Selection for Language Models via Importance Resampling](https://arxiv.org/abs/2302.03169): 383 citations (Neural Information Processing Systems), featured 2023-10-25
- [Agent Workflow Memory](https://arxiv.org/abs/2409.07429): 378 citations (International Conference on Machine Learning), featured 2024-09-18

All rows: https://www.ml-quant.com/api/v1/track-record.json