Codebooks and validation annotations for README and paper-impact prediction
收藏资源简介:
This dataset provides the codebooks and validation annotation data associated with the evaluation presented in the manuscript [under review]. The archive contains: README codebook (best-performing configuration): the final codebook for predicting GitHub repository popularity from README content, comprising 39 QA pairs and 128 answer codes, together with a validation set of 200 annotated GitHub repositories. Human-authored README codebook: an expert-drafted reference codebook of 22 questions (44 answer codes) for the README popularity task, used as a comparison baseline. Paper-impact codebook: the final codebook for predicting the expected impact of newly published papers from their titles and abstracts, comprising 32 QA pairs and 119 answer codes. Access to the files is currently restricted pending publication.
本数据集提供了与待审稿件中呈现的评估工作相关的README仓库代码手册与验证标注数据集。具体而言,该压缩归档文件包含基于最优性能配置生成的最终README代码手册,其中涵盖39组问答对与128份答案代码,同时附带由200个经标注的GitHub代码仓库组成的验证集。



