11 citations · 12 across the 4 of their papers we have counts for
4 papers
Agentic Quantitative Trading: A Survey of Workflows, Systems, and Evaluation
Fengrui Hua, Hengyi Yang, Xinlei Hao +5
Quantitative trading is moving from isolated predictive models toward agentic workflows that combine reasoning, tool use, memory, and feedback. This survey reviews agentic quantita…
QuantBench: Benchmarking AI Methods for Quantitative Investment
Saizhuo Wang, Hao Kong, Jiadong Guo +7
The field of artificial intelligence (AI) in quantitative investment has seen significant advancements, yet it lacks a standardized benchmark aligned with industry practices. This…
Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models
Xiaojun Wu, Junxi Liu, Huanyi Su +10
As large language models (LLMs) increasingly permeate the financial sector, there is a pressing need for a standardized method to comprehensively assess their performance. Existing…
A Survey on Large Language Model Hallucination via a Creativity Perspective
Xuhui Jiang, Yuxing Tian, Fengrui Hua +3
Hallucinations in large language models (LLMs) are always seen as limitations. However, could they also be a source of creativity? This survey explores this possibility, suggesting…