sentence-embeddings

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Here are 332 public repositories matching this topic...

neuml / txtai

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💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows

Updated Nov 21, 2025
Python

FlagOpen / FlagEmbedding

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Retrieval and Retrieval-augmented LLMs

information-retrieval embeddings sentence-embeddings text-semantic-similarity llm retrieval-augmented-generation

Updated Oct 22, 2025
Python

MaartenGr / BERTopic

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Leveraging BERT and c-TF-IDF to create easily interpretable topics.

nlp machine-learning topic transformers topic-modeling bert topic-models sentence-embeddings topic-modelling ldavis

Updated Nov 11, 2025
Python

shibing624 / text2vec

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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。

nlp word2vec text-similarity similarity embeddings sentence-embeddings text2vec

Updated Jun 13, 2025
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princeton-nlp / SimCSE

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[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

nlp sentence-embeddings

Updated Oct 16, 2024
Python

Separius / awesome-sentence-embedding

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A curated list of pretrained sentence and word embedding models

nlp awesome natural-language word-embeddings awesome-list pretrained-models unsupervised-learning embedding-models language-model bert cross-lingual wordembedding sentence-embeddings pretrained-embedding sentence-representations contextualized-representation pretrained-language-model subword-models

Updated Apr 23, 2021
Python

SeanLee97 / xmnlp

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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

nlp sentiment-analysis pinyin lexical-analysis segmentation spell-checker ner radical postagging sentence-similarity sentence-embeddings

Updated Nov 12, 2022
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JohnSnowLabs / nlu

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1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

Updated Jan 28, 2025
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wangyuxinwhy / uniem

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unified embedding model

nlp embeddings sentence-embeddings huggingface sentence-transformers

Updated Sep 1, 2023
Python

Muennighoff / sgpt

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SGPT: GPT Sentence Embeddings for Semantic Search

information-retrieval retrieval gpt language-model semantic-search text-embedding sgpt sentence-embeddings neural-search large-language-models

Updated Feb 17, 2024
Jupyter Notebook

goru001 / inltk

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Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

nlp deep-learning word-embeddings pytorch data-augmentation indic-languages sentence-similarity sentence-embeddings sentence-encoding

Updated Jan 20, 2024
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jina-ai / vectordb

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A Python vector database you just need - no more, no less.

sentence-embeddings vector-search vector-database neural-search embedding-similarity vector-database-embedding

Updated Mar 4, 2024
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oborchers / Fast_Sentence_Embeddings

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Compute Sentence Embeddings Fast!

cython embeddings gensim fse fasttext word2vec-model maxpooling document-similarity wordembedding sif sentence-similarity sentence-embeddings sentence-representation usif gensim-model swem

Updated Mar 2, 2023
Jupyter Notebook

ncbi-nlp / BioSentVec

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BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

natural-language-processing word-embeddings pubmed fasttext mimic-iii bionlp sentence-similarity sentence-embeddings sent2vec

Updated Aug 15, 2023
Jupyter Notebook

SeanLee97 / AnglE

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Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

Updated Oct 19, 2025
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kaushalshetty / Structured-Self-Attention

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A Structured Self-attentive Sentence Embedding

visualization deep-learning python3 pytorch classification attention attention-mechanism attention-model sentence-embeddings self-attentive-rnn self-attention attention-weights

Updated Sep 22, 2019
Python

sunyilgdx / SIFRank_zh

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Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）

word-embeddings python36 keyword-extraction keyphrase-extraction sif sentence-embeddings elmo pre-trained-language-models sifrank

Updated May 17, 2020
Python

JohnGiorgi / DeCLUTR

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The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!