sentence-similarity 开源项目推荐（200 个）

WenRichard /KBQA-BERT

基于知识图谱的问答系统，BERT做命名实体识别和句子相似度，分为online和outline模式

SeanLee97 /xmnlp

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

goru001 /inltk

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

smilelight /lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

Decalogue /chat

基于自然语言理解与机器学习的聊天机器人，支持多用户并发及自定义多轮对话

oborchers /Fast_Sentence_Embeddings

Compute Sentence Embeddings Fast!

ncbi-nlp /BioSentVec

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

zhiguowang /BiMPM

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

gyunggyung /AGI-Papers

A curated archive of breakthroughs in Agents, Architecture, Training, RAG, and On-Device AI.

JohnGiorgi /DeCLUTR

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!

yanqiangmiffy /sentence-similarity

问题句子相似度计算，即给定客服里用户描述的两句话，用算法来判断是否表示了相同的语义。

Doragd /Awesome-Sentence-Embedding

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

ShuaichiLi /Chinese-sentence-similarity-task

中文问题句子相似度计算比赛及方案汇总

voidism /DiffCSE

Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"

brightmart /nlu_sim

all kinds of baseline models for sentence similarity 句子对语义相似度模型

cjymz886 /sentence-similarity

对四种句子/文本相似度计算方法进行实验与比较

geeks-of-data /knowledge-gpt

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

amansrivastava17 /lstm-siamese-text-similarity

⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity

janlukasschroeder /nlp-cheat-sheet-python

NLP速查表、Python、spacy、LexNPL、NLTK、分词、词干提取、句子检测、命名实体识别

ChenglongChen /tensorflow-DSMM

Tensorflow implementations of various Deep Semantic Matching Models (DSMM).