DUCKQUANT / THE QUANT & AI DIRECTORY

AI Trading & Research

2,336 resources, ranked by in-directory PageRank

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Research paper

StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent

arxiv.org

Publication: StockSim: A Dual-Mode Order-Level Simulator for Evaluating Multi-Agent LLMs in Financial Markets. Published Jul 12, 2025.

Published
Jul 12, 2025
Authors
6
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Research paper

Beyond Agent Architecture: Execution Assumptions and Reproducibility i

arxiv.org

Publication: Execution Realism and Reproducibility in LLM-Based Trading Systems: A Systematic Scoping Review and Evidence Audit. Published Jun 6, 2026.

Published
Jun 6, 2026
Authors
4
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Research paper

Open-FinLLMs: Open Multimodal Large Language Models for Financial Appl

arxiv.org

Publication: Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications. Published Aug 20, 2024.

Published
Aug 20, 2024
Authors
44
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Research paper

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time

arxiv.org

Publication: DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining. Published Mar 12, 2026.

Published
Mar 12, 2026
Authors
5
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Research paper

The Alpha Illusion: Reported Alpha from LLM Trading Agents Should Not

arxiv.org

Publication: The Alpha Illusion: Reported Alpha from LLM Trading Agents Should Not Be Treated as Deployment Evidence. Published May 16, 2026.

Published
May 16, 2026
Authors
10
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Lang

arxiv.org

Publication: QuantAgent: Seeking Holy Grail in Trading by Self-Improving Large Language Model. Published Feb 6, 2024.

Published
Feb 6, 2024
Authors
4
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Research paper

MultiFinBen: Benchmarking Large Language Models for Multilingual and M

arxiv.org

Publication: MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application. Published Jun 16, 2025.

Published
Jun 16, 2025
Authors
47
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Research paper

FinSkillBench: Evaluating AI Agents and Domain Skills for Investment M

arxiv.org

Publication: FinSkillBench: Evaluating AI Agents and Domain Skills for Investment Management. Published Jun 9, 2026.

Published
Jun 9, 2026
Authors
3
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Research paper

Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforce

arxiv.org

Publication: Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance. Published Feb 12, 2025.

Published
Feb 12, 2025
Authors
9
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Research paper

PolyBench: Benchmarking LLM Forecasting and Trading Capabilities on Li

arxiv.org

Publication: PolyBench: Benchmarking LLM Forecasting and Trading Capabilities on Live Prediction Market Data. Published Apr 3, 2026.

Published
Apr 3, 2026
Authors
3
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Research paper

From Knowing to Doing: A Memory-Controlled Benchmark for LLM Trading A

arxiv.org

Publication: From Knowing to Doing: A Memory-Controlled Benchmark for LLM Trading Agents on Stock Markets. Published May 27, 2026.

Published
May 27, 2026
Authors
10
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Research paper

When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents

arxiv.org

Publication: When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents. Published Oct 13, 2025.

Published
Oct 13, 2025
Authors
17
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Research paper

Profit Mirage: Revisiting Information Leakage in LLM-based Financial A

arxiv.org

Publication: Profit Mirage: Revisiting Information Leakage in LLM-based Financial Agents. Published Oct 9, 2025.

Published
Oct 9, 2025
Authors
5
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

FinReflectKG: Agentic Construction and Evaluation of Financial Knowled

arxiv.org

Publication: FinReflectKG: Agentic Construction and Evaluation of Financial Knowledge Graphs. Published Aug 25, 2025.

Published
Aug 25, 2025
Authors
5
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

AlphaDiverse: Post-Training Local Quantitative Research Agents for Div

arxiv.org

Publication: AlphaDiverse: Post-Training Local Quantitative Research Agents for Diverse Exploration in Alpha Factor Mining. Published Sep 24, 2026.

Published
Sep 24, 2026
Authors
4
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

Will LLMs be Professional at Fund Investment? DeepFund: A Live Arena P

arxiv.org

Publication: Will LLMs be Professional at Fund Investment? DeepFund: A Live Arena Perspective. Published Mar 24, 2025.

Published
Mar 24, 2025
Authors
4
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

The Price of Agreement: Measuring LLM Sycophancy in Agentic Financial

arxiv.org

Publication: The Price of Agreement: Measuring LLM Sycophancy in Agentic Financial Applications. Published Apr 27, 2026.

Published
Apr 27, 2026
Authors
6
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

AI PB: A Grounded Generative Agent for Personalized Investment Insight

arxiv.org

Publication: AI PB: A Grounded Generative Agent for Personalized Investment Insights. Published Oct 23, 2025.

Published
Oct 23, 2025
Authors
8
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

AI-Trader: Benchmarking Autonomous Agents in Real-Time Financial Marke

arxiv.org

Publication: AI-Trader: Benchmarking Autonomous Agents in Real-Time Financial Markets. Published Dec 1, 2025.

Published
Dec 1, 2025
Authors
6
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

FinLoRA: Benchmarking LoRA Methods for Fine-Tuning LLMs on Financial D

arxiv.org

Publication: FinLoRA: Benchmarking LoRA Methods for Fine-Tuning LLMs on Financial Datasets. Published May 26, 2025.

Published
May 26, 2025
Authors
5
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

Replayable Financial Agents: A Determinism-Faithfulness Assurance Harn

arxiv.org

Publication: Replayable Financial Agents: A Determinism-Faithfulness Assurance Harness for Tool-Using LLM Agents. Published Jan 17, 2026.

Published
Jan 17, 2026
Authors
1
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanes

arxiv.org

Publication: EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements. Published Jun 10, 2025.

Published
Jun 10, 2025
Authors
7
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

TradeTrap: Are LLM-based Trading Agents Truly Reliable and Faithful?

arxiv.org

Publication: TradeTrap: Are LLM-based Trading Agents Truly Reliable and Faithful?. Published Dec 1, 2025.

Published
Dec 1, 2025
Authors
7
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

Non-adversarial training of Neural SDEs with signature kernel scores

arxiv.org

Publication: Non-adversarial training of Neural SDEs with signature kernel scores. Published May 25, 2023.

Published
May 25, 2023
Authors
4
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

Pareto GAN: Extending the Representational Power of GANs to Heavy-Tail

arxiv.org

Publication: Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions. Published Jan 22, 2021.

Published
Jan 22, 2021
Authors
8
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →
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Research paper

LOB-Bench: Benchmarking Generative AI for Finance — an Application to

arxiv.org

Publication: LOB-Bench: Benchmarking Generative AI for Finance -- an Application to Limit Order Book Data. Published Feb 13, 2025.

Published
Feb 13, 2025
Authors
8
50 Authority 50 / 100 Cited by 1 resources in this directory 1 discovery sources Directory record updated: 2026-10-11 How scoring works →

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