Synthetic Token Sequence Dataset
收藏arXiv2025-09-30 收录
下载链接:
https://github.com/facebookresearch/luckmatters/tree/yuandong3/ssl/real-dataset
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资源简介:
该数据集是一个综合性的数据集,它包含了由一系列生成器生成的标记序列,旨在研究对比学习动态。该数据集还包括了数据增强机制,并且在训练过程中采用了InfoNCE损失函数。在规模上,该数据集利用了具有由参数K和d定义的标记序列。其任务是进行对比学习研究。
This is a comprehensive dataset containing token sequences generated by a series of generators, which is designed to study the dynamics of contrastive learning. This dataset also incorporates data augmentation mechanisms and adopts the InfoNCE loss function during the training process. In terms of scale, the dataset employs token sequences defined by parameters K and d. Its core purpose is to support contrastive learning research.
提供机构:
Generated by the authors of the paper



