AskDoc Chemical Entity NER Dataset for Gender Bias Analysis

This repository contains the dataset for the NAACL 2024 paper titled, "A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition Models." The dataset contains two files: askdoc_female.conll - Female AskDoc datasetaskdoc_male.conll - Male AskDoc dataset These files contain annotated AskDoc data with chemical mentions from r/AskDocs on Reddit. The female file contains examples from people that self-identify as female and the male file contains data for people that self-identify as male. A comprehensive datasheet is also provided.