LiveOption: Evaluating LLM Agents in Structured Option Trading with Nonlinear Payoffs
cs.AI, q-fin.CP
Submitted: 2026-09-27
Updated: 2026-09-27
Terminology
Sources
- Navigating the Alpha Jungle: An LLM-Powered MCTS Framework for Formulaic Factor Mining
- Cognitive Alpha Mining via LLM-Driven Code-Based Evolution
- FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction
- StockTime: A Time Series Specialized Large Language Model Architecture for Stock Price Prediction
- TradingAgents: Multi-Agents LLM Financial Trading Framework
- QuantHarness: Price-Driven Multi-Agent LLMs for High-Frequency Trading
- Evaluating LLMs in Finance Requires Explicit Bias Consideration
- Assessing Look-Ahead Bias in Stock Return Predictions Generated By GPT Sentiment Analysis
- Benchmarking Benchmark Leakage in Large Language Models
- The Memorization Problem: Can We Trust LLMs' Economic Forecasts?
- Forecasting Implied Volatility Smile Surface via Deep Learning and Attention Mechanism
- Deep Hedging of Derivatives Using Reinforcement Learning
- DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence
- gpt-oss-120b & gpt-oss-20b Model Card
- Qwen3 Technical Report
- The Llama 3 Herd of Models
- MiniMax Sparse Attention
- GLM-5: from Vibe Coding to Agentic Engineering
- TradingGPT: Multi-Agent System with Layered Memory and Distinct Characters for Enhanced Financial Trading Performance
- FinanceBench: A New Benchmark for Financial Question Answering
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