Spherical-Text-Embedding:[NeurIPS 2019]球形文本嵌入

上传者: 42105570 | 上传时间: 2025-09-11 16:32:18 | 文件大小: 10.76MB | 文件类型: ZIP
球形文字嵌入 在NeurIPS 2019中发布的用于Spherical Text Embedding的源代码。代码结构(尤其是文件读取和保存功能)改编自。 要求 GCC编译器(用于编译源c文件):请参阅有关的。 预训练的嵌入 我们在上提供了经过预训练的JoSE嵌入。 与诸如Word2Vec和GloVe之类的欧几里德嵌入不同,球形嵌入不一定受益于高维空间,因此,首先从低维嵌入开始可能是一个好主意。 运行代码 我们提供了一个shell脚本run.sh来编译源文件和训练嵌入。 注意:在准备训练文本语料库时,请确保文件中的每一行都是一个文档/段落。 超参数 注:建议使用默认的超参数,尤其是阴性样品(数量-negative )和损失函数保证金( -margin )。 调用不带参数的命令以获得超参数及其含义的列表: $ ./src/jose Parameters: -train

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