Embeddings
shibing624/text2vec
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。
🧠 Natural Language Processing
PythonApache-2.0updated Feb 14, 2026
unified embedding model
$ git clone https://github.com/wangyuxinwhy/uniem.gittext2vec, 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。
Fast State-of-the-Art Static Embeddings
Rust port of sentence-transformers (https://github.com/UKPLab/sentence-transformers)
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821
Data from GitHub · snapshot Sep 24, 2026