Embeddings
yumeng5/Spherical-Text-Embedding
[NeurIPS 2019] Spherical Text Embedding
CApache-2.0updated Oct 29, 2023
Clustering sentence embeddings to extract message intent
$ git clone https://github.com/dborrelli/chat-intents.git[NeurIPS 2019] Spherical Text Embedding
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
text2vec, text to vector. 文本向量表征工具,把文本转化为向量矩阵,实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型,开箱即用。
[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
xmnlp:提供中文分词, 词性标注, 命名体识别,情感分析,文本纠错,文本转拼音,文本摘要,偏旁部首,句子表征及文本相似度计算等功能
unified embedding model
Data from GitHub · snapshot Sep 24, 2026