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sbert

beir-cellar/beir

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

Python
1921
3 个月前

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

Jupyter Notebook
224
4 年前

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

Jupyter Notebook
166
1 年前

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

Python
157
2 年前

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

Rust
120
1 年前

TextReducer - A Tool for Summarization and Information Extraction

Python
88
1 年前

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

Python
74
9 个月前

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

Python
65
10 个月前

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

Jupyter Notebook
59
3 年前

基于sentence-transformers实现文本转向量的机器人

Jupyter Notebook
47
3 年前

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.

Jupyter Notebook
35
3 年前

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

Python
31
4 年前

Backend code for GitHub Recommendation Extension

Python
28
3 年前

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

TypeScript
24
2 年前

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

Python
18
8 个月前

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

Jupyter Notebook
14
5 年前