Cover Image

MFMDQwen: Multilingual Financial Misinformation Detection Based on Large Language Model

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Zhiwei, Wang, Yuyan, Jiang, Yuechen, Cao, Yupeng, Zhu, Tianlei, Guo, Xiaorui, Deng, Zhiyang, Yao, Zhiyuan, Liu, Xiao-Yang, Huang, Jimin, Ananiadou, Sophia
Format:	Preprint
Published:	2026
Subjects:	Computational Engineering, Finance, and Science
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection
by: Jiang, Yuechen, et al.
Published: (2026)

AutoRedTrader: Autonomous Red Teaming of Trading Agents through Synthetic Misinformation Injection
by: Liu, Zhiwei, et al.
Published: (2026)

CatMemo at the FinLLM Challenge Task: Fine-Tuning Large Language Models using Data Fusion in Financial Applications
by: Cao, Yupeng, et al.
Published: (2024)

FMDLlama: Financial Misinformation Detection based on Large Language Models
by: Liu, Zhiwei, et al.
Published: (2024)

FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading
by: Xiong, Guojun, et al.
Published: (2025)

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
by: Li, Haohang, et al.
Published: (2024)

FinAudio: A Benchmark for Audio Large Language Models in Financial Applications
by: Cao, Yupeng, et al.
Published: (2025)

Multimodal Financial Foundation Models (MFFMs): Progress, Prospects, and Challenges
by: Yanglet, Xiao-Yang Liu, et al.
Published: (2025)

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
by: Huang, Jimin, et al.
Published: (2024)

RAAR: Retrieval Augmented Agentic Reasoning for Cross-Domain Misinformation Detection
by: Liu, Zhiwei, et al.
Published: (2026)

FinBen: A Holistic Financial Benchmark for Large Language Models
by: Xie, Qianqian, et al.
Published: (2024)

Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection
by: Liu, Zhiwei, et al.
Published: (2026)

No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks
by: Hu, Gang, et al.
Published: (2024)

The LLM Pro Finance Suite: Multilingual Large Language Models for Financial Applications
by: Caillaut, Gaëtan, et al.
Published: (2025)

From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models
by: Kuang, Ziyan, et al.
Published: (2025)

SeQwen at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains
by: Purbey, Jebish, et al.
Published: (2024)

Evaluation and Benchmarking Suite for Financial Large Language Models and Agents
by: Lin, Shengyuan, et al.
Published: (2026)

UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models
by: Yang, Yuzhe, et al.
Published: (2024)

FinRL Contests: Benchmarking Data-driven Financial Reinforcement Learning Agents
by: Wang, Keyi, et al.
Published: (2025)

FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks
by: Cao, Yupeng, et al.
Published: (2026)

Emotion Detection for Misinformation: A Review
by: Liu, Zhiwei, et al.
Published: (2023)

Neural Term Structure of Additive Process for Option Pricing
by: Lin, Jimin, et al.
Published: (2024)

Orchestration Framework for Financial Agents: From Algorithmic Trading to Agentic Trading
by: Li, Jifeng, et al.
Published: (2025)

Transformer-Based Financial Fraud Detection with Cloud-Optimized Real-Time Streaming
by: Deng, Tingting, et al.
Published: (2025)

Open FinLLM Leaderboard: Towards Financial AI Readiness
by: Lin, Shengyuan Colin, et al.
Published: (2025)

MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs
by: Liu, Zhiwei, et al.
Published: (2025)

Graph Neural Networks for Financial Fraud Detection: A Review
by: Cheng, Dawei, et al.
Published: (2024)

Moira: Language-driven Hierarchical Reinforcement Learning for Pair Trading
by: Giannouris, Polydoros, et al.
Published: (2026)

SAGEPhos: Sage Bio-Coupled and Augmented Fusion for Phosphorylation Site Detection
by: Zhang, Jingjie, et al.
Published: (2025)

FNSPID: A Comprehensive Financial News Dataset in Time Series
by: Dong, Zihan, et al.
Published: (2024)

Emoji Driven Crypto Assets Market Reactions
by: Zuo, Xiaorui, et al.
Published: (2024)

Identifying and Quantifying Financial Bubbles with the Hyped Log-Periodic Power Law Model
by: Cao, Zheng, et al.
Published: (2025)

Financial Wind Tunnel: A Retrieval-Augmented Market Simulator
by: Cao, Bokai, et al.
Published: (2025)

The CLEF-2026 FinMMEval Lab: Multilingual and Multimodal Evaluation of Financial AI Systems
by: Xie, Zhuohan, et al.
Published: (2026)

NeuralBeta: Estimating Beta Using Deep Learning
by: Liu, Yuxin, et al.
Published: (2024)

Disentangled VAD Representations via a Variational Framework for Political Stance Detection
by: Xu, Beiyu, et al.
Published: (2025)

The Impact of the Financial Education of Executives on the Financial Practices of Medium and Large Enterprises
by: CLÁUDIA CUSTÓDIO, et al.
Published: (2025)

An Empirical Analysis on Financial Markets: Insights from the Application of Statistical Physics
by: Li, Haochen, et al.
Published: (2023)

Shallow Representation of Option Implied Information
by: Lin, Jimin
Published: (2026)

Distributions of Historic Market Data -- Relaxation and Correlations
by: Moghaddam, M. Dashti, et al.
Published: (2019)