FinRE

FinRE是金融和经济领域的一个数据集，是手工标记的。给定一个句子及其头部和尾部实体，该模型被要求预测头部和尾部实体之间的关系。数据集注释自新浪财经新闻语料库，其中命名实体为商业公司，除NA类别外还设计了金融领域的44个关系类别 (双向)，包括所有权、持股、竞争、收购、交易、合作、减持等金融领域的具体关系类别。

FinRE is a manually annotated dataset in the financial and economic domain. Given a sentence along with its head and tail entities, the model is tasked with predicting the relational category between the two entities. The dataset is annotated from the Sina Finance news corpus, where the named entities are commercial companies. Apart from the NA category, 44 bidirectional relational categories tailored for the financial domain are defined, including specific financial relationship types such as ownership, shareholding, competition, acquisition, transaction, cooperation, and equity reduction, among others.

搜集汇总

背景与挑战

背景概述

FinRE是一个金融领域的关系抽取数据集，基于新浪财经新闻语料库手工标注而成，专注于商业公司实体之间的44种金融关系（如所有权、持股、竞争等），且关系类别设计为双向，适用于训练和评估关系预测模型。该数据集由清华大学于2019年发布，旨在支持中文金融文本分析研究。