MiSonGyny: Misogyny in Song Lyrics Dataset

MiSonGyny - Misogyny in Song Lyrics Dataset Task 1: Misogynistic Speech Detection This task aims to classify phrases from song lyrics containing misogynistic speech. This is a binary classification task: Misogynist (M): Lyrics contain hate speech or disdain directed at women or perpetuate harmful gender stereotypes that promote subordination or objectification of women. Not Misogynist (NM): Lyrics do not include hate speech or disdain against women. They may address themes related to women without perpetuating stereotypes or negative attitudes. Example: ID_Track1, "M" this song is defined as misogynistic Task 2: Fine-grained Misogyny Speech Detection This task aims to predict the type of speech present in a phrase from a song. The categories are as follows: Sexualization (S): Phrases that describe or suggest sexual acts, sexual language, or insinuations Violence (V): Phrases referring to physical or verbal aggression, threats, or violent actions Hate (H): Phrases containing offensive or discriminatory language, expressions of contempt, or hostility towards a group or individual. Not Related (NR): Phrases that do not fall into the above categories and lack sexual, violent, or hateful content Examples: ID_Track2, "S" this song is defined as misogynistic, sexualization against women in the speech ID_Track2, "H" this song is defined as misogynistic, hateagains women in the speechMiSonGyny——歌词厌女症数据集（Misogyny in Song Lyrics Dataset） 任务1：厌女言论检测（Misogynistic Speech Detection） 本任务旨在对歌词短语中的厌女言论进行分类，属于二分类任务： 厌女类（M）：歌词包含针对女性的仇恨言论或轻蔑态度，或宣扬助长女性从属地位与客体化的有害性别刻板印象。 非厌女类（NM）：歌词未包含针对女性的仇恨言论或轻蔑态度，可涉及与女性相关的主题，但未宣扬刻板印象或负面态度。 示例： ID_Track1，「M」——该歌曲被判定为厌女类。 任务2：细粒度厌女言论检测（Fine-grained Misogyny Speech Detection） 本任务旨在预测歌词短语所包含的言论类型，分类如下： 性物化（Sexualization，S）：描述或暗示性行为、性语言或性暗示的短语。 暴力（Violence，V）：涉及肢体或言语攻击、威胁或暴力行为的短语。 仇恨（Hate，H）：包含冒犯性或歧视性语言、轻蔑表达，或针对群体或个体的敌意的短语。 不相关（Not Related，NR）：不属于上述类别，且无性、暴力或仇恨内容的短语。 示例： ID_Track2，「S」——该歌曲被判定为厌女类，言论包含针对女性的性物化内容。 ID_Track2，「H」——该歌曲被判定为厌女类，言论包含针对女性的仇恨内容。