mikolov2013-skipgram-negsampling
arXiv: 1310.4546
TLDR(中文)
word2vec 的 NeurIPS 版正篇,引入 Negative Sampling、Hierarchical Softmax 与 phrase-level 向量。之后 GloVe / fastText / 大模型 embedding 层的训练目标都受其影响。
TLDR (English)
The NeurIPS version of word2vec, introducing Negative Sampling, Hierarchical Softmax, and phrase-level vectors. Influenced all subsequent embedding training objectives including GloVe, fastText, and modern LLM embedding layers.