Predict financial restatements before they impact financial asset prices

With a focus on management commentary, Cmind applies NLP, ML and AI to identify accounting red flags a full 2-3 quarters ahead of financial restatements. Cmind's data heterogeneity is built upon 6 modalities and 150+ targeted input variables. Cmind's data is updated daily. Cmind provides an explanation of how we identified these accounting red flags.

搜集汇总

背景与挑战

背景概述

该数据集通过自然语言处理和机器学习技术分析管理层评论，可提前2-3季度预测财务重述风险，其多维数据包含6种模态和150多个变量，支持每日更新并提供风险识别依据。