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AI in Finance and Trading
Research Group in Artificial Intelligence
 
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Resources (51)
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Europe Can Catch Up in AI, But Must Act'Today
Posted by Mark Field in Artificial Intelligence and AI in Finance and Trading
Its leaders must quickly implement policy reforms that will enable EU companies to deploy AI at scale.
LOB-Bench: Benchmarking Generative AI for Finance -- an Application to Limit Ord ...
Posted by Mark Field in Artificial Intelligence and AI in Finance and Trading

Machine Learning

Computational Engineering, Finance, and Science

Computational Finance

Trading and Market Microstructure

While financial data presents one of the most challenging and interesting sequence modelling tasks due to high noise, heavy tails, and strategic interactions, progress in this area has been ....
Hallucinations and Truth: A Comprehensive Accuracy Evaluation of RAG, LoRA and D ...
Posted by Mark Field in Artificial Intelligence and AI in Finance and Trading

Computation and Language

Artificial Intelligence

Recent advancements in Generative AI have significantly improved the efficiency and adaptability of natural language processing (NLP) systems, particularly through Retrieval-Augmented Genera....
TLOB: A Novel Transformer Model with Dual Attention for Stock Price Trend Predic ...
Posted by Mark Field in Artificial Intelligence and AI in Finance and Trading
Stock Price Trend Prediction (SPTP) based on Limit Order Book (LOB) data is a fundamental challenge in financial markets. Despite advances in deep learning, existing models fail to generaliz....