sentence-embeddings

#搜索#All-in-one 一站式 embedding 数据库，语义搜索、LLM 编排和语言模型workflows

#大语言模型#Retrieval and Retrieval-augmented LLMs

#自然语言处理#Leveraging BERT and c-TF-IDF to create easily interpretable topics.

#自然语言处理#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。

#自然语言处理#[EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

#自然语言处理# A curated list of pretrained sentence and word embedding models

#自然语言处理#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

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.

SGPT: GPT Sentence Embeddings for Semantic Search

#自然语言处理#unified embedding model

#自然语言处理#Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

Compute Sentence Embeddings Fast!

#向量搜索引擎#A Python vector database you just need - no more, no less.

#自然语言处理#BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

#大语言模型#Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard

#计算机科学#A Structured Self-attentive Sentence Embedding

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）

#自然语言处理#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!

#自然语言处理#A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.

A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.