GitHub topics: sentence-similarity

Repositories

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.

Language: Python - Size: 3.36 MB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 282 - Forks: 54

smilelight/lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

Language: Python - Size: 49.3 MB - Last synced at: 1 day ago - Pushed at: over 4 years ago - Stars: 832 - Forks: 212

izikeros/sentence-plagiarism

Compare sentences from input document with all sentences from reference documents - find very similar ones.

Language: Python - Size: 200 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 3 - Forks: 0

TharinduDR/Simple-Sentence-Similarity

Exploring the simple sentence similarity measurements using word embeddings

Language: Python - Size: 60.4 MB - Last synced at: 2 days ago - Pushed at: 9 months ago - Stars: 100 - Forks: 37

oborchers/Fast_Sentence_Embeddings

Compute Sentence Embeddings Fast!

Language: Jupyter Notebook - Size: 2.86 MB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 623 - Forks: 84

usman098765/nasa-asrs-fault-assistant-PT

Semantic fault assistant using SBERT for aviation safety reports.

Language: Jupyter Notebook - Size: 142 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

AbdelDjalilChafai/nasa-asrs-fault-assistant-PT

Semantic fault assistant using SBERT for aviation safety reports.

Language: Jupyter Notebook - Size: 143 KB - Last synced at: 26 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0

LongxingTan/open-retrievals

All-in-One: Text Embedding, Retrieval, Reranking and RAG in Transformers

Language: Python - Size: 1.36 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 56 - Forks: 11

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

Language: Python - Size: 812 KB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 830 - Forks: 161

xiongma/chinese-law-bert-similarity 📦

bert chinese similarity

Language: Python - Size: 48.8 KB - Last synced at: 8 days ago - Pushed at: over 5 years ago - Stars: 139 - Forks: 29

AndriyMulyar/semantic-text-similarity

an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.

Language: Python - Size: 419 KB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 215 - Forks: 51

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

Language: Python - Size: 31 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 694 - Forks: 217

shunk031/huggingface-datasets_JGLUE

JGLUE: Japanese General Language Understanding Evaluation for huggingface datasets

Language: Python - Size: 464 KB - Last synced at: 14 days ago - Pushed at: about 1 month ago - Stars: 12 - Forks: 3

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

Language: Python - Size: 1.48 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 1,465 - Forks: 350

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!

Language: Python - Size: 702 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 379 - Forks: 33

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

Language: Python - Size: 114 MB - Last synced at: 28 days ago - Pushed at: over 2 years ago - Stars: 1,277 - Forks: 188

ChenglongChen/tensorflow-DSMM

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

Language: Python - Size: 88.9 KB - Last synced at: 6 days ago - Pushed at: over 6 years ago - Stars: 228 - Forks: 76

Doragd/Awesome-Sentence-Embedding

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

Size: 174 KB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 315 - Forks: 20

ahr9n/quranic-search-v2

Quranic Lexical/Semantic Search

Language: Jupyter Notebook - Size: 5.91 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 35 - Forks: 7

zhiguowang/BiMPM

BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences

Language: Python - Size: 81.1 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 436 - Forks: 150

brightmart/nlu_sim

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

Language: Python - Size: 16.4 MB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 297 - Forks: 89

janlukasschroeder/nlp-cheat-sheet-python

NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition

Language: Jupyter Notebook - Size: 3.05 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 229 - Forks: 67

HuiResearch/epidemicTextMatch

天池大赛疫情文本挑战赛线上第三名方案分享

Language: Python - Size: 193 KB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 229 - Forks: 36

louisbrulenaudet/balena

BALanced Execution through Natural Activation : a human-computer interaction methodology for code running.

Language: Python - Size: 229 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

iamrealvinnu/SentenceSimilarityExample

Sentence similarity analysis implementation using ML.NET and Model Builder - Based on Microsoft's official guidelines.

Language: C# - Size: 16 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

goldpulpy/pysentence-similarity

PySentence-Similarity is a tool designed to identify and find similarities between sentences and a base sentence, expressed as a percentage 📊.

Language: Python - Size: 60.5 KB - Last synced at: 24 days ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

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。

Language: Python - Size: 7.91 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 370 - Forks: 89

tlatkowski/multihead-siamese-nets

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

Language: Jupyter Notebook - Size: 1.43 MB - Last synced at: 5 days ago - Pushed at: about 2 years ago - Stars: 182 - Forks: 43

tuzhucheng/MP-CNN-Variants

Variants of Multi-Perspective Convolutional Neural Networks

Language: Jupyter Notebook - Size: 2.72 MB - Last synced at: 27 days ago - Pushed at: almost 2 years ago - Stars: 22 - Forks: 12

PrusWielki/scoring-sentence-similarity

Scoring Sentence Similarity in NLP

Language: Jupyter Notebook - Size: 1.79 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 1

Huffon/sentence-similarity 📦

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

Language: Python - Size: 215 KB - Last synced at: 6 days ago - Pushed at: about 5 years ago - Stars: 199 - Forks: 34

lonePatient/bert-sentence-similarity-pytorch

This repo contains a PyTorch implementation of a pretrained BERT model for sentence similarity task.

Language: Python - Size: 26.4 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 48 - Forks: 6

skyterra/elastic-embedding-searcher

Semantic Search with Elasticsearch and Embedding Vectors. Integrates Elasticsearch with HuggingFace models for efficient semantic search. Generate embeddings, index with Elasticsearch, and perform scalable similarity-based retrieval. Perfect for document search, recommendations, and knowledge management.

Language: Go - Size: 1020 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 1

huacenxu/PRI-Insights-Chatbot

This project leverages machine learning and large language models to compute similarity scores, generate actionable insights, and enable AI-powered question-answering for enhanced data interaction.

Language: Python - Size: 10.7 KB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

voidism/DiffCSE

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

Language: Python - Size: 6.3 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 293 - Forks: 26

BM-K/Sentence-Embedding-Is-All-You-Need

Korean Sentence Embedding Repository

Language: Python - Size: 879 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 201 - Forks: 17

anu-gtb/EvalBot

Language: Jupyter Notebook - Size: 4.65 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

vivekmenonm/multilingual-semantic-search-engine

A multilingual semantic search engine utilizing sentence similarity with sentence transformers-based models.

Language: Python - Size: 4.88 KB - Last synced at: 7 months ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

sonisanskar/Neighborhood-Blending

Language: Python - Size: 27.3 KB - Last synced at: 22 days ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1

Synapxe-DNA/healthhub-content-optimization

Content Optimization code for Health Hub Articles

Language: Jupyter Notebook - Size: 114 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

i4Ds/DTW-Sentence-Alignment

A simple, low-dependency package for aligning sentences by minimizing a chosen metric.

Language: Python - Size: 316 KB - Last synced at: 24 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

opennlplabs/PuzzLing

PuzzLing combines the full system for the CALL(Computer Assisted Language Learning) platform especially focusing on low-resource languages, which includes language scoring and feedback functions.

Language: Python - Size: 31.5 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

dongkyunk/Semantic-Sentence-Similarity

Semantic Sentence Similarity using Word2Vec, Fasttext embedding and Cosine Similarity, Word Mover Distance

Language: Python - Size: 10.7 KB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

BM-K/KoSentenceBERT-SKT

Sentence Embeddings using Siamese SKT KoBERT-Networks

Language: Python - Size: 45.5 MB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 130 - Forks: 30

ncbi-nlp/BioSentVec

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

Language: Jupyter Notebook - Size: 28.3 KB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 567 - Forks: 97

bilalhameed248/Patient-Most-Recent-Treatments-Similarity-Measuring

BioBert Enhanced Patient Treatment Similarity Analysis with Sentence Transformers

Language: Jupyter Notebook - Size: 19.5 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

RaniaSakrr/Breakthrough-HIRE

The project aims to help job seekers understand the essential qualifications required for specific jobs and assess how well their skills match those positions. Additionally, it assists recruiters in improving their resume selection processes by analyzing and comprehending job advertisements.

Language: Python - Size: 57 MB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 1

yiyepiaoling0715/siamese_dssm

siamese dssm sentence_similarity sentece_similarity_rank tensorflow

Language: Python - Size: 641 KB - Last synced at: 10 months ago - Pushed at: over 6 years ago - Stars: 59 - Forks: 33

TianyuZhuuu/CHIP2018

CHIP2018问句匹配大赛 Rank6解决方案

Language: Python - Size: 237 KB - Last synced at: about 1 month ago - Pushed at: over 6 years ago - Stars: 21 - Forks: 8

Papich23691/S.S-Similarity

A software designed to calculate the semantic similarity between 2 sentences

Language: C++ - Size: 176 KB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 1

daviddwlee84/SentenceSimilarity

The enhanced RCNN model used for sentence similarity classification

Language: Python - Size: 70.5 MB - Last synced at: 2 days ago - Pushed at: almost 4 years ago - Stars: 43 - Forks: 11

Vokturz/fast-embeddings-api

fast-embeddings-api

Language: Python - Size: 8.79 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 2

gyunggyung/AGI-Papers

Papers and Book to look at when starting AGI 📚

Size: 35.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 243 - Forks: 32

Yunika-Bajracharya/Nepali-Sentence-Similarity

FAQ Search Application using multilingual sentence transformer model.

Language: Jupyter Notebook - Size: 416 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

jaydeepthik/Siamese-Sentence-Similarity

This repository contains keras implementation of the paper Learning Sentence Similarity with Siamese Recurrent Architectures

Language: Python - Size: 346 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 0

hellonlp/sentence-similarity

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

Language: Python - Size: 221 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 37 - Forks: 11

vTuanpham/Vietnamese_QA_System

Vietnamese long form question answering system with documents retrieval.

Language: Python - Size: 444 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 6

bhattbhavesh91/sentence-transformers-example

HuggingFace's Transformer models for sentence / text embedding generation.

Language: Jupyter Notebook - Size: 29.3 KB - Last synced at: 25 days ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 4

pcs-work/Sentence-Embedding

Sentence Embedding and Similarity Check CLI Application

Language: Python - Size: 191 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

tony-hong/event-embedding-multitask

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

Language: Python - Size: 673 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 22 - Forks: 13

tm4roon/use-cases-of-universal-sentence-encoder

Use-cases of Google's Universal Sentence Encoder (e.g. sentence similarity, unsupervised extractive summarization).

Language: Jupyter Notebook - Size: 189 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 2

imasloff/text-improvement-engine

This tool analyzes input text and suggests improvements based on semantic similarity to a list of standard phrases. It provides both a command-line interface (CLI) and a simple web-based user interface (UI).

Language: HTML - Size: 86.9 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

ShuaichiLi/Chinese-sentence-similarity-task

中文问题句子相似度计算比赛及方案汇总

Size: 7.25 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 288 - Forks: 38

cr1m5onk1ng/text_similarity

A nlp library for text similarity based on Transformer models

Language: Python - Size: 12.3 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1

WangRongsheng/Sentence-BERT-Similarity

📃Train text similarity model based on Sentence-BERT | 基于Sentence-BERT训练自己的文本相似度模型

Language: Python - Size: 30.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

cjymz886/sentence-similarity

对四种句子/文本相似度计算方法进行实验与比较

Language: Python - Size: 50.7 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 277 - Forks: 60

sheetalkalburgi/sentence-similarity

Language: Jupyter Notebook - Size: 28.7 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

sambitbhaumik/siamese-nn-sts

Project files contain PyTorch implementations for Siamese BiLSTM models for Semantic Text Similarity task on the SICK Dataset using FastText embeddings. Also contains Siamese BiLSTM-Transformer Encoder and SBERT fine-tuning implementations on the STS Data tasks.

Language: Jupyter Notebook - Size: 24.2 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

issacchan26/SentenceSimilaritySearching

Sentence similarity searching with SentenceTransformer

Language: Python - Size: 9.77 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

keert04/-FLASK-Voice-assisted-e-commerce-shopping

A conversational interface that allows users to get desired specification details of flipkart products using voice input and output

Language: Python - Size: 90.8 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

vrashad/document_find

Sentence similarity vasitəsilə sorğuya uyğun sənədin tapılması

Language: Python - Size: 388 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Susheel-1999/Sentence_Similarity

Package to calculate the similarity score between two sentences

Language: Python - Size: 10.7 KB - Last synced at: 27 days ago - Pushed at: almost 2 years ago - Stars: 11 - Forks: 1

zwkkk/wentian-rank2

“阿里灵杰”问天引擎电商搜索算法赛第二名。电商领域两阶段文本匹配算法。

Language: Python - Size: 99.1 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 45 - Forks: 19

SharathHebbar/Similarity-Prediction

Predicting similarity of texts using transformers

Language: HTML - Size: 77.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

vatsmanish/word-similarty-clustering

Language: Jupyter Notebook - Size: 33.2 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

llmrails/ember-v1

State-of-the-Art Ember embedding model for retrieval augmented generation

Size: 2.93 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

BM-K/KoSentenceBERT-ETRI

Sentence Embeddings using Siamese ETRI KoBERT-Networks

Language: Python - Size: 46.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 151 - Forks: 26

amansrivastava17/lstm-siamese-text-similarity

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

Language: Python - Size: 69.3 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 278 - Forks: 91

lc222/Dynamic-CNN-Sentence-Classification-TF

Language: Python - Size: 4.2 MB - Last synced at: over 1 year ago - Pushed at: about 8 years ago - Stars: 42 - Forks: 29

DeepsMoseli/Siamese-LSTM-on-sentence-similarity

Using Siamese LSTM to classify repeated quora questions. Attempted pretrained bert embeddings, Word2Vec and training own embeddings together with the model.

Language: Jupyter Notebook - Size: 7.04 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 0

TharinduDR/Siamese-Recurrent-Architectures

Usage of Siamese Recurrent Neural network architectures for semantic textual similarity

Language: Jupyter Notebook - Size: 222 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 22 - Forks: 2

harjeet-blue/Hate-Speech-Detection-In-Social-Media

Given a Tweet (Hindi + English), task is to identify whether it is offensive or not,

Language: Jupyter Notebook - Size: 4.99 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

sea-boat/TextAnalyzer

A text analyzer which is based on machine learning,statistics and dictionaries that can analyze text. So far, it supports hot word extracting, text classification, part of speech tagging, named entity recognition, chinese word segment, extracting address, synonym, text clustering, word2vec model, edit distance, chinese word segment, sentence similarity,word sentiment tendency, name recognition, idiom recognition, placename recognition, organization recognition, traditional chinese recognition, pinyin transform.

Language: Java - Size: 34.5 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 190 - Forks: 73

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