Cover Image

StakeBench: Evaluating Language Understanding Grounded in Market Commitment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pei, Yunhua, Hu, Jingyu, Shi, Yiwei, Ma, Hongnan, Liu, Weiru, Cartlidge, John
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence General Finance
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LemonadeBench: Evaluating the Economic Intuition of Large Language Models in Simple Markets
by: Vyas, Aidan
Published: (2026)

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations
by: Pei, Yunhua, et al.
Published: (2024)

Not feeling the buzz: Correction study of mispricing and inefficiency in online sportsbooks
by: Clegg, Lawrence, et al.
Published: (2023)

Look-Ahead-Bench: a Standardized Benchmark of Look-ahead Bias in Point-in-Time LLMs for Finance
by: Benhenda, Mostapha
Published: (2026)

UniFinEval: Towards Unified Evaluation of Financial Multimodal Models across Text, Images and Videos
by: Yang, Zhi, et al.
Published: (2026)

Large Language Models in Finance: A Survey
by: Li, Yinheng, et al.
Published: (2023)

Financial Statement Analysis with Large Language Models
by: Kim, Alex, et al.
Published: (2024)

Neural stochastic agent‐based limit order book simulation with neural point process and diffusion probabilistic model
by: Zijian Shi, et al.
Published: (2024)

Reasoning Models Ace the CFA Exams
by: Patel, Jaisal, et al.
Published: (2025)

Forecasting Future Language: Context Design for Mention Markets
by: Kim, Sumin, et al.
Published: (2026)

Enhancing Regime Shift Detection Using Unstructured Data: A Study on the Treasury Market
by: Yi, Mingxuan, et al.
Published: (2026)

FinMarBa: A Market-Informed Dataset for Financial Sentiment Classification
by: Lefort, Baptiste, et al.
Published: (2025)

Standard Benchmarks Fail -- Auditing LLM Agents in Finance Must Prioritize Risk
by: Chen, Zichen, et al.
Published: (2025)

Leverage Staking with Liquid Staking Derivatives (LSDs): Opportunities and Risks
by: Xiong, Xihan, et al.
Published: (2023)

Language of Persuasion and Misrepresentation in Business Communication: A Textual Detection Approach
by: Hossen, Sayem, et al.
Published: (2025)

Cross-Modal Temporal Fusion for Financial Market Forecasting
by: Pei, Yunhua, et al.
Published: (2025)

Assessing Consistency and Reproducibility in the Outputs of Large Language Models: Evidence Across Diverse Finance and Accounting Tasks
by: Wang, Julian Junyan, et al.
Published: (2025)

Words That Unite The World: A Unified Framework for Deciphering Central Bank Communications Globally
by: Shah, Agam, et al.
Published: (2025)

AI Patents in the United States and China: Measurement, Organization, and Knowledge Flows
by: Fang, Hanming, et al.
Published: (2026)

A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges
by: Nie, Yuqi, et al.
Published: (2024)

Proof of Efficient Liquidity: A Staking Mechanism for Capital Efficient Liquidity
by: Abgaryan, Arman, et al.
Published: (2024)

A Survey of Large Language Models in Finance (FinLLMs)
by: Lee, Jean, et al.
Published: (2024)

Integrating Large Language Models in Financial Investments and Market Analysis: A Survey
by: Mahdavi, Sedigheh, et al.
Published: (2025)

Dissecting AI Trading: Behavioral Finance and Market Bubbles
by: Ouyang, Shumiao, et al.
Published: (2026)

DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining
by: Yan, Yutong, et al.
Published: (2026)

Beyond Sentiment Classification: A Generative Framework for Emotion Intensity Evaluation in Text
by: Fabozzi, Francesco A., et al.
Published: (2026)

Chat Bankman-Fried: an Exploration of LLM Alignment in Finance
by: Biancotti, Claudia, et al.
Published: (2024)

Workflow is All You Need: Escaping the "Statistical Smoothing Trap" via High-Entropy Information Foraging and Adversarial Pacing
by: Jiang, Zhongjie
Published: (2025)

Designing Heterogeneous LLM Agents for Financial Sentiment Analysis
by: Xing, Frank
Published: (2024)

NumLLM: Numeric-Sensitive Large Language Model for Chinese Finance
by: Su, Huan-Yi, et al.
Published: (2024)

FinAI-BERT: A Transformer-Based Model for Sentence-Level Detection of AI Disclosures in Financial Reports
by: Zafar, Muhammad Bilal
Published: (2025)

Do LLM Personas Dream of Bull Markets? Comparing Human and AI Investment Strategies Through the Lens of the Five-Factor Model
by: Borman, Harris, et al.
Published: (2024)

Improving the Completeness and Comparability of Segment Disclosures: A Large Language Model Approach
by: Liu, Yue, et al.
Published: (2026)

Modeling News Interactions and Influence for Financial Market Prediction
by: Wang, Mengyu, et al.
Published: (2024)

Market-Based Variance of Market Portfolio and of Entire Market
by: Olkhov, Victor
Published: (2025)

Measuring the Time-Varying Market Efficiency in the Prewar and Wartime Japanese Stock Market, 1924-1943
by: Hirayama, Kenichi, et al.
Published: (2019)

Inefficiencies of Carbon Trading Markets
by: Borri, Nicola, et al.
Published: (2024)

Dynamic Correction of Erroneous State Estimates via Diffusion Bayesian Exploration
by: Shi, Yiwei, et al.
Published: (2025)

TriShGAN: Enhancing Sparsity and Robustness in Multivariate Time Series Counterfactuals Explanation
by: Ma, Hongnan, et al.
Published: (2025)

Fine-Grained Interpretation of Political Opinions in Large Language Models
by: Hu, Jingyu, et al.
Published: (2025)