Competitions and Datasets @ICAIF

Competitions

FinanceRAG Challenge:

The FinanceRAG Challenge competition focuses on developing Retrieval-Augmented Generation (RAG) systems to accurately retrieve and analyze textual and tabular data from financial documents, aiming to improve decision-making tools in the finance industry.

Organizers: Jacob Chanyeol Choi, Jy-yong Sohn, Jihoon ­Kwon, Jin Kim, Subeen Pang, Jaeseon Ha, Hoyeon Ryoo, Hojun Choi, Yongjae Lee

Webpage: ICAIF 2024 Finance RAG Challenge

FinRL: 

The FinRL Contest 2024 challenges participants to develop innovative financial trading strategies using ensemble methods for cryptocurrency trading and large language model (LLM)- generated signals for stock trading. It provides extensive data and resources to foster advancements in financial reinforcement learning.

Organizers: Xiao-Yang Liu, Keyi Wang, Nikolaus Holzer, Yangyang Yu, Jiechao Gao 

Webpage: ACM ICAIF 2024 FinRL Contest

Antalpha Crypto Market Simulation Challenge: 

The Crypto Market Simulation for Risk Estimation competition focuses on developing generative models for simulating synthetic 24-hour cryptocurrency price data to enhance risk management and trading. Participants are evaluated on how well their models replicate the Profit and Loss (PnL) process when applied to real-world trading strategies.

Organizer: Hao Ni, Lukasz Szpruch, Jiajie Tao, Yang Long

Webpage: Antalpha ICAIF 2024 Crypto Market Simulation Challenge

Competition chairs

• Naftali Cohen, Schonfeld Strategic Advisors

• Vamsi Potluru, JPMorgan Chase

• Contact 

• ICAIF.competitions@gmail.com