Jimin Huang PRO

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authored 5 papers 15 days ago

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

Paper • 2510.11695 • Published Oct 13, 2025

FinCriticalED: A Visual Benchmark for Financial Fact-Level OCR Evaluation

Paper • 2511.14998 • Published Nov 19, 2025

The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models

Paper • 2601.03425 • Published 21 days ago • 16

All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection

Paper • 2601.04160 • Published 20 days ago • 4

Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection

Paper • 2601.05403 • Published 19 days ago • 10

authored 3 papers 4 months ago

FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making

Paper • 2407.06567 • Published Jul 9, 2024

MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs

Paper • 2505.24423 • Published May 30, 2025 • 1

FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs

Paper • 2510.08886 • Published Oct 10, 2025 • 20

authored 5 papers 7 months ago

Me LLaMA: Foundation Large Language Models for Medical Applications

Paper • 2402.12749 • Published Feb 20, 2024 • 2

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent

Paper • 2412.18174 • Published Dec 24, 2024

Retrieval-augmented Large Language Models for Financial Time Series Forecasting

Paper • 2502.05878 • Published Feb 9, 2025 • 40

FinTagging: An LLM-ready Benchmark for Extracting and Structuring Financial Information

Paper • 2505.20650 • Published May 27, 2025 • 17

MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation

Paper • 2506.14028 • Published Jun 16, 2025 • 93

authored a paper 10 months ago

FinAudio: A Benchmark for Audio Large Language Models in Financial Applications

Paper • 2503.20990 • Published Mar 26, 2025 • 19

authored a paper 11 months ago

FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading

Paper • 2502.11433 • Published Feb 17, 2025 • 36

authored 5 papers over 1 year ago

UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models

Paper • 2410.14059 • Published Oct 17, 2024 • 63

Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models

Paper • 2310.01074 • Published Oct 2, 2023 • 2

No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks

Paper • 2403.06249 • Published Mar 10, 2024 • 3

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

Paper • 2408.11878 • Published Aug 20, 2024 • 63

Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models

Paper • 2310.00566 • Published Oct 1, 2023 • 1