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Search results for python sentence embeddings

sentence-embeddings x

58 search results found

Txtai ⭐ 6,143

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

Text2vec ⭐ 3,610

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-

Simcse ⭐ 2,983

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

Flagembedding ⭐ 2,797

Dense Retrieval and Retrieval-augmented LLMs

Awesome Sentence Embedding ⭐ 1,831

A curated list of pretrained sentence and word embedding models

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

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

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.

Structured Self Attention ⭐ 412

A Structured Self-attentive Sentence Embedding

unified embedding model

Vectordb ⭐ 370

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

Declutr ⭐ 349

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!

Angle-optimized Text Embeddings | 🔥 SOTA on STS and MTEB Leaderboard

Promcse ⭐ 126

Code for "Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning (EMNLP 2022)"

Sent2vec ⭐ 117

How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.

Sentence Similarity ⭐ 106

This repository contains various ways to calculate sentence vector similarity using NLP models

Simple Sentence Similarity ⭐ 97

Exploring the simple sentence similarity measurements using word embeddings

Self Attentive Emb Tf ⭐ 91

Simple Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)

Knowledge Gpt ⭐ 91

Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.

Semantically Structured Sentence Embeddings

Anna_anki_neuronal_appendix ⭐ 56

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

Bert Embedding Frequently Asked Question ⭐ 56

FAQ-based Question Answering System using BERT

Sifrank_zh ⭐ 43

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）

An easy to use framework for large-scale fact-checking and question answering

Simple Simcse Ja ⭐ 37

Exploring Japanese SimCSE

Muse As Service ⭐ 36

REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

Pqg Pytorch ⭐ 35

Paraphrase Generation model using pair-wise discriminator loss

Kosimcse Skt ⭐ 34

🥕 Simple Contrastive Learning of Korean Sentence Embeddings

Bootstrapped Unsupervised Sentence Representation Learning (ACL 2021)

Implementation of "RankCSE: Unsupervised Sentence Representation Learning via Learning to Rank" (ACL 2023)

Text Similarity ⭐ 24

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

Acl2022 Self Contrastive Decorrelation ⭐ 22

Source code for ACL 2022 paper "Self-contrastive Decorrelation for Sentence Embeddings".

Kodiffcse ⭐ 20

Difference-based Contrastive Learning for Korean Sentence Embeddings

🍊 PAUSE (Positive and Annealed Unlabeled Sentence Embedding), accepted by EMNLP'2021 🌴

Sbert Chineseexample ⭐ 18

Sentence-Transformers Information Retrieval example on Chinese

Event Embedding Multitask ⭐ 17

*SEM 2018: Learning Distributed Event Representations with a Multi-Task Approach

Nonling Cse ⭐ 16

[NeurIPS 2022] Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings

Polish Sentence Evaluation ⭐ 16

Evaluation of Sentence Representations in Polish

EMNLP 2022: Differentiable Data Augmentation for Contrastive Learning Sentence Representation Learning. https://arxiv.org/abs/2210.16536

Pytorch implementation of the paper "Learning to Embed Sentences Using Attentive Recursive Trees".

Simcse_unsup ⭐ 14

中文无监督SimCSE Pytorch实现

Vc With Gan ⭐ 13

Voice Conversion with GANs

Simple Simcse ⭐ 13

A simple implementation of SimCSE

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

Infersent ⭐ 12

TensorFlow implementation of FAIR's InferSent (Supervised Learning of Universal Sentence Representations from Natural Language Inference Data)

Smiles Featurizers ⭐ 12

Extract Molecular SMILES embeddings from language models pre-trained with various objectives architectures.

Embedding_vectorizer ⭐ 12

Scikit-learn vectorizer implementing "A simple but tough-to-beat baseline for sentence embeddings." by Arora, Sanjeev, Yingyu Liang, and Tengyu Ma. (2016)

Official implementaion of EMNLP 2022 paper "Generate, Discriminate, and Contrast: A Semi-Supervised Sentence Representation Learning Framework"

Skip Thoughts ⭐ 10

Simple TensorFlow implementation of skip-thought vectors

EMNLP 2022 "PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings"

Kl_text_vae ⭐ 9

[WNGT(2019)] On the Importance of the Kullback-Leibler Divergence Term in Variational Autoencoders for Text Generation

Toy Model For Nli ⭐ 8

My toy model for natural language inference task.

Sentence_embedding ⭐ 8

A sentence embedding method based on weighted series

Wineinamillion ⭐ 6

Wine Recommender created with sentence-BERT and NearestNeighbor on AWS SageMaker

Hodmd Experiments ⭐ 6

EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition

Code for "On Dimensional Linguistic Properties of the Word Embedding Space".

Sentence_similarity ⭐ 6

Package to calculate the similarity score between two sentences

Smaller Labse ⭐ 6

Applying "Load What You Need: Smaller Versions of Multilingual BERT" to LaBSE

Tf Similar Sentences ⭐ 6

Find similar sentences using Tensorflow Hub for English Wikipedia

Python Sentence2vec ⭐ 5

This tool provides some implementations of sentence to vector.

Fi Sentence Embeddings Eval ⭐ 5

Comparison of sentence embedding models for Finnish

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