How Execution Assumptions Change Short-Horizon Sharpe Rankings: Evidence from a Synthetic Trading Benchmark
cs.LG
Submitted: 2026-10-04
Updated: 2026-10-04
Terminology
Sources
- AgentBench: Evaluating LLMs as Agents
- A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges
- BloombergGPT: A Large Language Model for Finance
- TradingAgents: Multi-Agents LLM Financial Trading Framework
- FinBen: A Holistic Financial Benchmark for Large Language Models
- Representation Signatures and Risk-Feedback Alignment in LLM Trading Agents
- FinGPT: Open-Source Financial Large Language Models
- FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models
- FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design
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