sbert 开源项目推荐（254 个）

embeddings-benchmark /mteb

MTEB：跨语言与跨模态嵌入的最先进评估

beir-cellar /beir

信息检索的异类基准。易于使用，可在15+个不同的IR数据集中评估您的模型。

ContextualAI /gritlm

Generative Representational Instruction Tuning

sudharsan13296 /Getting-Started-with-Google-BERT

Build and train state-of-the-art natural language processing models using BERT

DmitryKey /bert-solr-search

Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU

yuanzhoulvpi2017 /DocumentSearch

基于 sentence transformers 和 ChatGLM 实现的文档搜索工具

cpcdoy /rust-sbert

Rust port of sentence-transformers (https://github.com/UKPLab/sentence-transformers)

helliun /targetedSummarization

TextReducer - A Tool for Summarization and Information Extraction

hellonlp /sentence-similarity

文本相似度，语义向量，文本向量，text-similarity，similarity, sentence-similarity，BERT，SimCSE，BERT-Whitening，Sentence-BERT, PromCSE, SBERT

thiswillbeyourgithub /AnnA_Anki_neuronal_Appendix

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

ukairia777 /KoBERTopic

KoBERTopic은 BERTopic을 한국어 데이터에 적용할 수 있도록 토크나이저와 BERT를 수정한 코드입니다.

yuanzhoulvpi2017 /questionAnswerSystem

基于sentence-transformers实现文本转向量的机器人

Areej-zeb /AI-Vulnerability-Scanner

An AI-driven vulnerability scanner that uses Nmap to discover open services on a user-supplied IP, matches each service to relevant CVEs via SBERT embeddings and a severity classifier, and generates tailored remediation steps using a fine-tuned T5 model.

wri-dssg-omdena /policy-data-analyzer

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

md-experiments /picture_text

Interactive tree-maps with SBERT & Hierarchical Clustering (HAC)

UKPLab /useb

Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.

LazarusNLP /indonesian-sentence-embeddings

Embedding Representation for Indonesian Sentences!

IndexStorm /git-rec-back

Backend code for GitHub Recommendation Extension

botisan-ai /sentence-transformers.js

Run sentence-transformers (SBERT) compatible models in Node.js or browser.

astrowonk /emoji_finder

Semantic emoji finder. Python/dash UI. Uses sentence transformer embeddings and duckdb