SALT-NLP/informal_potential_dogwhistles

该数据集名为Silent Signals | Informal Potential Dogwhistles (Potential Instance Dataset)，主要包含来自Reddit评论的潜在狗哨（dogwhistle）使用案例。狗哨是一种编码通信形式，通常用于种族和社会经济歧视。数据集通过关键词搜索创建，包含超过600万条评论，但由于资源限制，仅采样了10万条用于创建Silent Signals数据集。数据集的结构包括多个字段，如dog_whistle、ingroup、content、date、subreddit和source。该数据集用于研究如何通过大型语言模型（LLMs）进行狗哨与标准语言的词义消歧。

A dataset of potential dogwhistle use cases in informal discourse. A dog whistle is a form of coded communication that carries a secondary meaning to specific audiences and is often weaponized for racial and socioeconomic discrimination. This dataset contains over 6 million excerpts from Reddit comments that contain a dogwhistle term, created via keyword search on terms in the [Allen AI Dogwhistle Glossary](https://dogwhistles.allen.ai/). The dataset is used as input to our approach for word-sense disambiguation of dog whistles from standard speech using Large Language Models (LLMs). Although we collect over 7 million potential dog whistle instances, due to resource constraints, we only sample 100,000 instances for the creation of the Silent Signals dataset. Therefore, we release the Potential Dog Whistle Dataset to enable the open sourced expansion of the Silent Signals dataset. The dataset contains content that may be upsetting or offensive to some readers.