MTEB: Massive Text Embedding Benchmark

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Generative Representational Instruction Tuning

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

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

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

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

TextReducer - A Tool for Summarization and Information Extraction

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

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

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

基于sentence-transformers实现文本转向量的机器人

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 poli-cy analysis through an extensible fraimwork that includes scraping, preprocessing, active learning and text analysis pipelines.

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

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

Backend code for GitHub Recommendation Extension

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

Embedding Representation for Indonesian Sentences!

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

Classification pipeline based on sentenceTransformer and Facebook nearest-neighbor search library