Lingfei Qian

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upvoted a paper 2 months ago

AUDITFLOW: Executable Symbolic Environments for Structured Financial Reporting Verification

Paper • 2606.03031 • Published Jun 2 • 6

upvoted 3 papers 5 months ago

Can LLM Agents Be CFOs? A Benchmark for Resource Allocation in Dynamic Enterprise Environments

Paper • 2603.23638 • Published Mar 24 • 11

Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models

Paper • 2603.01571 • Published Mar 2 • 34

RubricBench: Aligning Model-Generated Rubrics with Human Standards

Paper • 2603.01562 • Published Mar 2 • 64

upvoted 2 papers 6 months ago

Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation

Paper • 2602.16990 • Published Feb 19 • 11

Ebisu: Benchmarking Large Language Models in Japanese Finance

Paper • 2602.01479 • Published Feb 1 • 17

upvoted 2 papers 7 months ago

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

Paper • 2601.05403 • Published Jan 8 • 11

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

Paper • 2601.03425 • Published Jan 6 • 17

upvoted a paper 10 months ago

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

Paper • 2510.08886 • Published Oct 10, 2025 • 20

upvoted 2 papers about 1 year ago

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

Paper • 2506.14028 • Published Jun 16, 2025 • 94

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

Paper • 2505.20650 • Published May 27, 2025 • 17

upvoted 6 papers over 1 year ago

JudgeLRM: Large Reasoning Models as a Judge

Paper • 2504.00050 • Published Mar 31, 2025 • 61

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

Paper • 2503.20990 • Published Mar 26, 2025 • 19

Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance

Paper • 2502.18772 • Published Feb 26, 2025 • 32

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

Paper • 2502.11433 • Published Feb 17, 2025 • 36

Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance

Paper • 2502.08127 • Published Feb 12, 2025 • 59

Retrieval-augmented Large Language Models for Financial Time Series Forecasting

Paper • 2502.05878 • Published Feb 9, 2025 • 40

upvoted a paper almost 2 years ago

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

Paper • 2408.11878 • Published Aug 20, 2024 • 64