Trade-R1: Bridging Verifiable Rewards to Stochastic Environments via Process-Level Reasoning Verification Paper • 2601.03948 • Published Jan 7 • 1
AlphaAgents: Large Language Model based Multi-Agents for Equity Portfolio Constructions Paper • 2508.11152 • Published Aug 15, 2025 • 1
TradingAgents: Multi-Agents LLM Financial Trading Framework Paper • 2412.20138 • Published Dec 28, 2024 • 19
Large Language Model Agent in Financial Trading: A Survey Paper • 2408.06361 • Published Jul 26, 2024 • 1
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent Paper • 2412.18174 • Published Dec 24, 2024 • 1
AI-Trader: Benchmarking Autonomous Agents in Real-Time Financial Markets Paper • 2512.10971 • Published Dec 1, 2025 • 4
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets? Paper • 2510.02209 • Published Oct 2, 2025 • 57
FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation Paper • 2210.00193 • Published Oct 1, 2022 • 1
DiscoX: Benchmarking Discourse-Level Translation task in Expert Domains Paper • 2511.10984 • Published Nov 14, 2025 • 6
Decouple Searching from Training: Scaling Data Mixing via Model Merging for Large Language Model Pre-training Paper • 2602.00747 • Published Jan 31 • 9
Privasis: Synthesizing the Largest "Public" Private Dataset from Scratch Paper • 2602.03183 • Published Feb 3 • 11
Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation Paper • 2602.03619 • Published Feb 3 • 26
AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent Paper • 2602.03955 • Published Feb 3 • 8
From Data to Behavior: Predicting Unintended Model Behaviors Before Training Paper • 2602.04735 • Published Feb 4 • 15
Learning Rate Matters: Vanilla LoRA May Suffice for LLM Fine-tuning Paper • 2602.04998 • Published Feb 4 • 6