Can LLM Agents Be CFOs? Benchmarking Long-Horizon Resource Allocation in an Uncertain Enterprise Environment
Fuente:
arXiv
Saved in:
| Main Authors: | Han, Yi, Wang, Yan, Qian, Lingfei, Li, Haohang, Cao, Yupeng, He, Yueru, Peng, Xueqing, Shen, Nanhan, Xu, Yitao, Chen, Yankai, Feng, Dongji, Huang, Jimin, Liu, Xue, Nie, Jian-Yun, Ananiadou, Sophia |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
OrdRankBen: A Novel Ranking Benchmark for Ordinal Relevance in NLP
by: Wang, Yan, et al.
Published: (2025)
by: Wang, Yan, et al.
Published: (2025)
Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation
by: Wang, Yan, et al.
Published: (2026)
by: Wang, Yan, et al.
Published: (2026)
FinCriticalED: A Visual Benchmark for Financial Fact-Level OCR
by: He, Yueru, et al.
Published: (2025)
by: He, Yueru, et al.
Published: (2025)
When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents
by: Qian, Lingfei, et al.
Published: (2025)
by: Qian, Lingfei, et al.
Published: (2025)
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance
by: Peng, Xueqing, et al.
Published: (2025)
by: Peng, Xueqing, 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)
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs
by: Liu, Zhiwei, et al.
Published: (2025)
by: Liu, Zhiwei, et al.
Published: (2025)
Moira: Language-driven Hierarchical Reinforcement Learning for Pair Trading
by: Giannouris, Polydoros, et al.
Published: (2026)
by: Giannouris, Polydoros, et al.
Published: (2026)
FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks
by: Cao, Yupeng, et al.
Published: (2026)
by: Cao, Yupeng, et al.
Published: (2026)
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
by: Li, Haohang, et al.
Published: (2024)
by: Li, Haohang, et al.
Published: (2024)
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models
by: Wang, Yan, et al.
Published: (2026)
by: Wang, Yan, et al.
Published: (2026)
Ebisu: Benchmarking Large Language Models in Japanese Finance
by: Peng, Xueqing, et al.
Published: (2026)
by: Peng, Xueqing, et al.
Published: (2026)
All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection
by: Jiang, Yuechen, et al.
Published: (2026)
by: Jiang, Yuechen, et al.
Published: (2026)
FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading
by: Xiong, Guojun, et al.
Published: (2025)
by: Xiong, Guojun, et al.
Published: (2025)
FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs
by: Wang, Yan, et al.
Published: (2025)
by: Wang, Yan, et al.
Published: (2025)
LongDocFACTScore: Evaluating the Factuality of Long Document Abstractive Summarisation
by: Bishop, Jennifer A, et al.
Published: (2023)
by: Bishop, Jennifer A, et al.
Published: (2023)
Can AI Validate Science? Benchmarking LLMs for Accurate Scientific Claim $\rightarrow$ Evidence Reasoning
by: Javaji, Shashidhar Reddy, et al.
Published: (2025)
by: Javaji, Shashidhar Reddy, et al.
Published: (2025)
Retrieval-augmented Large Language Models for Financial Time Series Forecasting
by: Xiao, Mengxi, et al.
Published: (2025)
by: Xiao, Mengxi, et al.
Published: (2025)
Uncertainty-Aware 3D Emotional Talking Face Synthesis with Emotion Prior Distillation
by: Shen, Nanhan, et al.
Published: (2026)
by: Shen, Nanhan, et al.
Published: (2026)
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis
by: Yu, Zeping, et al.
Published: (2024)
by: Yu, Zeping, et al.
Published: (2024)
How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning
by: Yu, Zeping, et al.
Published: (2024)
by: Yu, Zeping, et al.
Published: (2024)
Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question Answering
by: Yu, Zeping, et al.
Published: (2024)
by: Yu, Zeping, et al.
Published: (2024)
Neuron-Level Knowledge Attribution in Large Language Models
by: Yu, Zeping, et al.
Published: (2023)
by: Yu, Zeping, et al.
Published: (2023)
Understanding and Mitigating Gender Bias in LLMs via Interpretable Neuron Editing
by: Yu, Zeping, et al.
Published: (2025)
by: Yu, Zeping, et al.
Published: (2025)
Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal LLMs
by: Yu, Zeping, et al.
Published: (2025)
by: Yu, Zeping, et al.
Published: (2025)
NOMAD: A Multi-Agent LLM System for UML Class Diagram Generation from Natural Language Requirements
by: Giannouris, Polydoros, et al.
Published: (2025)
by: Giannouris, Polydoros, et al.
Published: (2025)
CFOs With Audit Firm Working Experience and Corporate Risk‐Taking
by: Yue Luo, et al.
Published: (2025)
by: Yue Luo, et al.
Published: (2025)
FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information
by: Wang, Yan, et al.
Published: (2025)
by: Wang, Yan, et al.
Published: (2025)
MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models
by: Yang, Kailai, et al.
Published: (2024)
by: Yang, Kailai, et al.
Published: (2024)
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models
by: Yang, Kailai, et al.
Published: (2023)
by: Yang, Kailai, et al.
Published: (2023)
Selective Preference Optimization via Token-Level Reward Function Estimation
by: Yang, Kailai, et al.
Published: (2024)
by: Yang, Kailai, et al.
Published: (2024)
FMDLlama: Financial Misinformation Detection based on Large Language Models
by: Liu, Zhiwei, et al.
Published: (2024)
by: Liu, Zhiwei, et al.
Published: (2024)
Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician Exams
by: Luo, Zheheng, et al.
Published: (2024)
by: Luo, Zheheng, et al.
Published: (2024)
AutoRedTrader: Autonomous Red Teaming of Trading Agents through Synthetic Misinformation Injection
by: Liu, Zhiwei, et al.
Published: (2026)
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)
by: Hu, Gang, et al.
Published: (2024)
Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance
by: Qian, Lingfei, et al.
Published: (2025)
by: Qian, Lingfei, et al.
Published: (2025)
Robust DNN Partitioning and Resource Allocation Under Uncertain Inference Time
by: Nan, Zhaojun, et al.
Published: (2025)
by: Nan, Zhaojun, et al.
Published: (2025)
Optimizing Preventive and Reactive Defense Resource Allocation with Uncertain Sensor Signals
by: Shojaeighadikolaei, Faezeh, et al.
Published: (2025)
by: Shojaeighadikolaei, Faezeh, et al.
Published: (2025)
Break the Checkbox: Challenging Closed-Style Evaluations of Cultural Alignment in LLMs
by: Kabir, Mohsinul, et al.
Published: (2025)
by: Kabir, Mohsinul, et al.
Published: (2025)
Factual consistency evaluation of summarization in the Era of large language models
by: Luo, Zheheng, et al.
Published: (2024)
by: Luo, Zheheng, et al.
Published: (2024)
Similar Items
-
OrdRankBen: A Novel Ranking Benchmark for Ordinal Relevance in NLP
by: Wang, Yan, et al.
Published: (2025) -
Conv-FinRe: A Conversational and Longitudinal Benchmark for Utility-Grounded Financial Recommendation
by: Wang, Yan, et al.
Published: (2026) -
FinCriticalED: A Visual Benchmark for Financial Fact-Level OCR
by: He, Yueru, et al.
Published: (2025) -
When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents
by: Qian, Lingfei, et al.
Published: (2025) -
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance
by: Peng, Xueqing, et al.
Published: (2025)