spiralworks/icml_ds_2015_2020

该数据集包含学术论文的相关信息，如论文标题(title)、作者(authors)、摘要(abstract)、发表年份(year)、发表场合(venue)、关键词(keywords)等。数据集还提供了论文的PDF链接(pdf_url)和讨论区链接(forum_url)，以及讨论区的原始文本(forum_raw_text)和评论的原始文本(reviews_raw_text)。此外，还包括了平均评分(average_rating)和平均置信度(average_confidence)，以及评论(reviews)。数据集分为训练集(train)，共有1019个示例。

The dataset contains information related to academic papers, such as paper title (title), authors (authors), abstract (abstract), publication year (year), venue (venue), keywords (keywords), etc. The dataset also provides the PDF link (pdf_url) and forum link (forum_url) of the paper, as well as the raw text of the forum (forum_raw_text) and the raw text of the reviews (reviews_raw_text). In addition, it includes average ratings (average_rating) and average confidence (average_confidence), as well as reviews (reviews). The dataset is split into a training set (train) with a total of 1019 examples.