AX-g (Winogender Schema Diagnostics)

Winogender schema (受Winograd schema的启发) 是最小的句子对，这些句子对仅因句子中一个代词的性别而异，旨在测试自动共指解决系统中是否存在性别偏见。每个句子模板都有三个提及: 职业，参与者和代词 (其中代词与职业或代词相对)。Winogender schema, inspired by the Winograd Schema, is a minimal sentence pair that differs solely in the gender of a single pronoun within the sentence, designed to detect gender bias in automatic coreference resolution systems. Each sentence template contains three mentions: an occupation, a participant, and a pronoun, where the pronoun refers to either the occupation or the participant.

搜集汇总

背景与挑战

背景概述

AX-g数据集用于检测自动共指解决系统中的性别偏见，包含仅因代词性别不同的句子对，每个句子模板涉及职业、参与者和代词三个提及。该数据集由约翰霍普金斯大学于2018年发布。