Can Large Language Models Effectively Process and Execute Financial Trading Instructions?
Fuente:
arXiv
Saved in:
| Main Authors: | Kang, Yu, Wang, Ge, Yang, Xin, Wang, Yuda, Liu, Mingwen |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ZiGong 1.0: A Large Language Model for Financial Credit
by: Lei, Yu, et al.
Published: (2025)
by: Lei, Yu, et al.
Published: (2025)
Evaluation and Benchmarking Suite for Financial Large Language Models and Agents
by: Lin, Shengyuan, et al.
Published: (2026)
by: Lin, Shengyuan, 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)
by: Hu, Gang, et al.
Published: (2024)
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models
by: Yang, Yuzhe, et al.
Published: (2024)
by: Yang, Yuzhe, et al.
Published: (2024)
MFMDQwen: Multilingual Financial Misinformation Detection Based on Large Language Model
by: Liu, Zhiwei, et al.
Published: (2026)
by: Liu, Zhiwei, et al.
Published: (2026)
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
by: Huang, Jimin, et al.
Published: (2024)
by: Huang, Jimin, et al.
Published: (2024)
From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models
by: Kuang, Ziyan, et al.
Published: (2025)
by: Kuang, Ziyan, et al.
Published: (2025)
Finetuning Large Language Model as an Effective Symbolic Regressor
by: Hua, Yingfan, et al.
Published: (2025)
by: Hua, Yingfan, et al.
Published: (2025)
Agent-Based Simulation of a Financial Market with Large Language Models
by: Hashimoto, Ryuji, et al.
Published: (2025)
by: Hashimoto, Ryuji, et al.
Published: (2025)
A Dutch Financial Large Language Model
by: Noels, Sander, et al.
Published: (2024)
by: Noels, Sander, et al.
Published: (2024)
Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models
by: Wu, Xiaojun, et al.
Published: (2024)
by: Wu, Xiaojun, et al.
Published: (2024)
Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling
by: Khatuya, Subhendu, et al.
Published: (2024)
by: Khatuya, Subhendu, et al.
Published: (2024)
No Certificate, No Execution: Certified Traces as a Foundation for Trustworthy AI Agents
by: Yanglet, Xiao-Yang Liu, et al.
Published: (2026)
by: Yanglet, Xiao-Yang Liu, et al.
Published: (2026)
Chain-of-Alpha: Unleashing the Power of Large Language Models for Alpha Mining in Quantitative Trading
by: Cao, Lang
Published: (2025)
by: Cao, Lang
Published: (2025)
FinBen: A Holistic Financial Benchmark for Large Language Models
by: Xie, Qianqian, et al.
Published: (2024)
by: Xie, Qianqian, et al.
Published: (2024)
Modeling Insider Filing Delays in Financial Markets with an Interpretable XGBoost Framework
by: Huang, Cheng, et al.
Published: (2025)
by: Huang, Cheng, et al.
Published: (2025)
Multimodal Financial Foundation Models (MFFMs): Progress, Prospects, and Challenges
by: Yanglet, Xiao-Yang Liu, et al.
Published: (2025)
by: Yanglet, Xiao-Yang Liu, et al.
Published: (2025)
ProLLaMA: A Protein Large Language Model for Multi-Task Protein Language Processing
by: Lv, Liuzhenghao, et al.
Published: (2024)
by: Lv, Liuzhenghao, et al.
Published: (2024)
FLAME: Financial Large-Language Model Assessment and Metrics Evaluation
by: Guo, Jiayu, et al.
Published: (2025)
by: Guo, Jiayu, et al.
Published: (2025)
Aligning LLMs with Human Instructions and Stock Market Feedback in Financial Sentiment Analysis
by: Zhao, Zijie, et al.
Published: (2024)
by: Zhao, Zijie, et al.
Published: (2024)
JaFIn: Japanese Financial Instruction Dataset
by: Tanabe, Kota, et al.
Published: (2024)
by: Tanabe, Kota, et al.
Published: (2024)
Dissecting the Ledger: Locating and Suppressing "Liar Circuits" in Financial Large Language Models
by: Mirajkar, Soham
Published: (2025)
by: Mirajkar, Soham
Published: (2025)
MulFSA: Multi-level Financial Sentiment Analysis Framework for Bond Market
by: Liu, Yiwei, et al.
Published: (2025)
by: Liu, Yiwei, et al.
Published: (2025)
Fusing LLMs and KGs for Formal Causal Reasoning behind Financial Risk Contagion
by: Yu, Guanyuan, et al.
Published: (2024)
by: Yu, Guanyuan, et al.
Published: (2024)
Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models
by: Su, Ruiran, et al.
Published: (2026)
by: Su, Ruiran, et al.
Published: (2026)
Multiagent Reinforcement Learning Enhanced Decision-making of Crew Agents During Floor Construction Process
by: Yang, Bin, et al.
Published: (2024)
by: Yang, Bin, et al.
Published: (2024)
Towards Calibrating Financial Market Simulators with High-frequency Data
by: Yang, Peng, et al.
Published: (2025)
by: Yang, Peng, et al.
Published: (2025)
Cognitive Load and Information Processing in Financial Markets: Theory and Evidence from Disclosure Complexity
by: Du, Yimin, et al.
Published: (2025)
by: Du, Yimin, et al.
Published: (2025)
QuantMCP: Grounding Large Language Models in Verifiable Financial Reality
by: Zeng, Yifan
Published: (2025)
by: Zeng, Yifan
Published: (2025)
A Generalizable Framework for Building Executable Domain-Specific LLMs under Data Scarcity: Demonstration on Semiconductor TCAD Simulation
by: Wang, Di, et al.
Published: (2026)
by: Wang, Di, et al.
Published: (2026)
SilverSight: A Multi-Task Chinese Financial Large Language Model Based on Adaptive Semantic Space Learning
by: Zhou, Yuhang, et al.
Published: (2024)
by: Zhou, Yuhang, et al.
Published: (2024)
A Report on Financial Regulations Challenge at COLING 2025
by: Wang, Keyi, et al.
Published: (2024)
by: Wang, Keyi, et al.
Published: (2024)
AI-Trader: Benchmarking Autonomous Agents in Real-Time Financial Markets
by: Fan, Tianyu, et al.
Published: (2025)
by: Fan, Tianyu, et al.
Published: (2025)
Financial News Summarization: Can extractive methods still offer a true alternative to LLMs?
by: Reche, Nicolas, et al.
Published: (2025)
by: Reche, Nicolas, et al.
Published: (2025)
FinAudio: A Benchmark for Audio Large Language Models in Financial Applications
by: Cao, Yupeng, et al.
Published: (2025)
by: Cao, Yupeng, et al.
Published: (2025)
Constructing Mechanical Design Agent Based on Large Language Models
by: Lu, Jiaxing, et al.
Published: (2024)
by: Lu, Jiaxing, et al.
Published: (2024)
Open FinLLM Leaderboard: Towards Financial AI Readiness
by: Lin, Shengyuan Colin, et al.
Published: (2025)
by: Lin, Shengyuan Colin, et al.
Published: (2025)
AlphaQuanter: An End-to-End Tool-Augmented Agentic Reinforcement Learning Framework for Stock Trading
by: Deng, Zheye, et al.
Published: (2025)
by: Deng, Zheye, et al.
Published: (2025)
Agentar-DeepFinance-100K: A Large-Scale Financial Dataset via Systematic Chain-of-Thought Synthesis Optimization
by: Zhao, Xiaoke, et al.
Published: (2025)
by: Zhao, Xiaoke, et al.
Published: (2025)
Identifying and Quantifying Financial Bubbles with the Hyped Log-Periodic Power Law Model
by: Cao, Zheng, et al.
Published: (2025)
by: Cao, Zheng, et al.
Published: (2025)
Similar Items
-
ZiGong 1.0: A Large Language Model for Financial Credit
by: Lei, Yu, et al.
Published: (2025) -
Evaluation and Benchmarking Suite for Financial Large Language Models and Agents
by: Lin, Shengyuan, 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) -
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models
by: Yang, Yuzhe, et al.
Published: (2024) -
MFMDQwen: Multilingual Financial Misinformation Detection Based on Large Language Model
by: Liu, Zhiwei, et al.
Published: (2026)