paper-with-me

Reddit

홈페이지 · 논문 699편

The Reddit dataset is a graph dataset from Reddit posts made in the month of September, 2014. The node label in this case is the community, or “subreddit”, that a post belongs to. 50 large communities have been sampled to build a post-to-post graph, connecting posts if the same user comments on both. In total this dataset contains 232,965 posts with an average degree of 492. The first 20 days are used for training and the remaining days for testing (with 30% used for validation). For features, off-the-shelf 300-dimensional GloVe CommonCrawl word vectors are used. Source: https://arxiv.org/pdf/1706.02216.pdf Image Source: https://minimaxir.com/2016/05/reddit-graph/

Graphs English

벤치마크

Graph Classification on REDDIT-B 결과 24개
Graph Classification on REDDIT-BINARY 결과 18개
Node Classification on Reddit 결과 16개
Graph Classification on REDDIT-MULTI-12K 결과 6개
Conversational Response Selection on PolyAI Reddit 결과 5개
Text Summarization on Reddit TIFU 결과 5개
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Classification on Reddit Ideology Database 결과 2개
Graph Classification on REDDIT-12K 결과 2개
Graph Classification on REDDIT-MULTI-5k 결과 2개
Sarcasm Detection on FigLang 2020 Reddit Dataset 결과 2개
Dynamic Link Prediction on Reddit 결과 1개