112 citations
- University of OxfordGB7 papers
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Showing 2024Show all
3 papers · 1 filter
cs.AI2024★ 31 cited
The Evolution of Reinforcement Learning in Quantitative Finance: A Survey
Nikolaos Pippas, Elliot A. Ludvig, Cagatay Turkay
Reinforcement Learning (RL) has experienced significant advancement over the past decade, prompting a growing interest in applications within finance. This survey critically evalua…
cs.CV2024★ 6 cited
ClimateIQA: A New Dataset and Benchmark to Advance Vision-Language Models in Meteorology Anomalies Analysis
Jian Chen, Peilin Zhou, Yining Hua +7
Meteorological heatmaps play a vital role in deciphering extreme weather phenomena, yet their inherent complexities marked by irregular contours, unstructured patterns, and complex…
cs.CL2024★ 14 cited
FinTextQA: A Dataset for Long-form Financial Question Answering
Jian Chen, Peilin Zhou, Yining Hua +5
Accurate evaluation of financial question answering (QA) systems necessitates a comprehensive dataset encompassing diverse question types and contexts. However, current financial Q…