sbert

There are 0 repository under sbert topic.

embeddings-benchmark / mteb
MTEB: Massive Text Embedding Benchmark
benchmark clustering information-retrieval sentence-transformers sts text-embedding retrieval neural-search semantic-search sbert text-classification bitext-mining reranking multilingual-nlp mteb low-resource-nlp multimodal
Language:Python 2955
beir
beir-cellar / beir
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
benchmark bert colbert dataset deep-learning dpr elasticsearch information-retrieval llm nlp passage-retrieval pytorch question-generation rag retrieval retrieval-models sbert sentence-transformers zero-shot-retrieval
Language:Python 1991
ContextualAI / gritlm
Generative Representational Instruction Tuning
embeddings grit information-retrieval instruction-tuning llm llms mteb retrieval sbert sgpt text-embedding embedding embedding-models
Language:Jupyter Notebook 677
sudharsan13296 / Getting-Started-with-Google-BERT
Build and train state-of-the-art natural language processing models using BERT
bert transformer huggingface-transformers albert roberta spanbert electra distilbert nlp pytorch videobert bart tinybert bertsum sentence-bert sbert clinical-bert
Language:Jupyter Notebook 227
DmitryKey / bert-solr-search
Search with BERT vectors in Solr, Elasticsearch, OpenSearch and GSI APU
elasticsearch solr vector-search bert-model sbert hnswlib semantic-search diversity
Language:Jupyter Notebook 167
yuanzhoulvpi2017 / DocumentSearch
基于sentence transformers和chatglm实现的文档搜索工具
chatglm-6b sbert transformers
Language:Python 157
cpcdoy / rust-sbert
Rust port of sentence-transformers (https://github.com/UKPLab/sentence-transformers)
rust bert sbert sentence-transformers sentence-embeddings nlp sentence-bert rust-sbert
Language:Rust 122
helliun / targetedSummarization
TextReducer - A Tool for Summarization and Information Extraction
information-extraction nlp question-answering sbert summarization
Language:Python 88
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
bert-embeddings similarity text-similarity bert sentence-embeddings sentence-similarity simcse sentence-bert whitening sbert promcse
Language:Python 75
thiswillbeyourgithub / AnnA_Anki_neuronal_Appendix
Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity
ai anki bert clustering doc2vec embedding flashcards kmeans latent machinelearning neighbourhood nlp pca sbert scheduler sementics sentence-embeddings umap
Language:Python 65
ukairia777 / KoBERTopic
KoBERTopic은 BERTopic을 한국어 데이터에 적용할 수 있도록 토크나이저와 BERT를 수정한 코드입니다.
bertopic bert kobert lda topic-modeling sbert
Language:Jupyter Notebook 60
yuanzhoulvpi2017 / questionAnswerSystem
基于sentence-transformers实现文本转向量的机器人
database encoding fastapi nlp numpy pandas python question-answering robot sbert
Language:Jupyter Notebook 46
wri-dssg-omdena / policy-data-analyzer
Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.
nlp sbert sentence-transformers huggingface machine-learning text-classification document-classification scraping policy environmental data-science bert transformers spyder scrapy topic lda active-learning incentives landscape-restoration
Language:Jupyter Notebook 35
md-experiments / picture_text
Interactive tree-maps with SBERT & Hierarchical Clustering (HAC)
sbert embeddings natural-language-processing artificial-intelligence transformers sentence-transformers clustering visualization interactive-visualizations text-embeddings text-visualization hierarchical-clustering tree-maps clusters nlp
Language:Python 30
UKPLab / useb
Heterogenous, Task- and Domain-Specific Benchmark for Unsupervised Sentence Embeddings used in the TSDAE paper: https://arxiv.org/abs/2104.06979.
sentence-embeddings unsupervised-learning benchmark domain-adaptation information-retrieval reranking paraphrase-identification sbert transformer pytorch nlp
Language:Python 30
IndexStorm / git-rec-back
Backend code for GitHub Recommendation Extension
ai faiss flask machine-learning sbert
Language:Python 28
botisan-ai / sentence-transformers.js
Run sentence-transformers (SBERT) compatible models in Node.js or browser.
javascript sbert sentence-embedding sentence-embeddings sentence-transformers transformers typescript
Language:TypeScript 24
LazarusNLP / indonesian-sentence-embeddings
Embedding Representation for Indonesian Sentences!
indonesian semantic-textual-similarity sentence-embeddings sentence-transformers indonesia natural-language-processing sbert unsupervised-learning
Language:Jupyter Notebook 19
astrowonk / emoji_finder
Semantic emoji finder. Python/dash UI. Uses sentence transformer embeddings and duckdb
duckdb embeddings emoji python pytorch sbert semantic semantic-search sentence-transformers sqlite sqlite3
Language:Python 18
dwyl / rag-elixir-doc
Livebook to run a Phoenix_LiveView documentation Retrieval-Augmented Generation (RAG) enhanced LLM
cross-encoder elixir embeddings livebook llm-inference rag sbert retrieval-augmented-generation
15
gandalf012 / SentenceBert-20newsgroup-Classifier
Classification pipeline based on sentenceTransformer and Facebook nearest-neighbor search library
sentence-classification sbert faiss flask transformer nearest-neighbor-search
Language:Jupyter Notebook 14
monish-prabhu / Intra-Search
A tool for performing semantic search within pdf documents leveraging sentence transformers.
embeddings huggingface python3 semantic-search sentence-transformers similarity-search transformers vite os-independent document-embeddings search vector-embeddings sbert nlp reactjs typescript
Language:Python 14
TwitterCelebrityMatcher
ahmedshahriar / TwitterCelebrityMatcher
Match celebrity users with their respective tweets by making use of Semantic Textual Similarity on over 900+ celebrity users' 2.5 million+ scraped tweets utilizing SBERT, streamlit, tweepy and FastAPI
python39 tweepy sentence-transformers multilingual-bert sbert pytorch-gpu pytorch web-scraping twitter-scraping streamlit streamlit-webapp mypy fastapi rest-api pydantic python310 bert large-language-model llm vector-embeddings
Language:Python 13
TheTuringExperience / anime-recommendation-system
The backed for an anime recommender system that combines multiple methods to provide a variety of recommendations to users based on different similarity metrics
machine-learning natural-language-processing sklearn sbert word2vec-embeddinngs fastapi python3
Language:Python 13
fmelihh / recommendation-engine
Generative AI & Recommendation Engine --- Firat University / Faculty of Technology / Software Engineering / Final Project
cd ci ci-cd domain-driven-design etl-pipeline generative-ai getir kafka kafka-consumer kafka-producer kubernetes microservice migros-yemek sbert trendyol yemeksepeti
Language:Python 10
Susheel-1999 / Sentence_Similarity
Package to calculate the similarity score between two sentences
bert natural-language-processing nlp sbert sentence-embeddings sentence-similarity sentence-transformer sentence-transformers transformers
Language:Python 10
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
sbert sentence-bert sentence-similarity sentence-transformers similarity
Language:Python 10
LaurentVeyssier / Various-unsupervised-NLP-techniques-with-DistilBERT-sentence-embeddings
Usage of BERT models for text clustering techniques using sentence embeddings
torch sentence-embeddings distilbert clustering semantic-similarity sbert
Language:Jupyter Notebook 5
sberdevices / saf_vectorizers
Плагин для SmartApp Framework, осуществляющий векторизацию (получение embedding'ов) текстов с помощью различных моделей
vectorizers embeddings sbert bert
Language:Python 5
faridnec / forecasting-tech-adoption
Forecasting the Adoption Process of Technology Using AI Methods
timeseries-forecasting patent-analysis predictive-modeling big-data data-science lda logistic-model sbert sentence-transformers uspto
Language:Jupyter Notebook 4
kedir / GLG--Topic-Modeling-and-Document-Clustering
Cluster documents and extract global and local topics per cluster using LDA (Latent Dirichlet Allocation) algorithm
bert-embeddings hdbscan-clustering-algorithm latent-dirichlet-allocation named-entity-recognition natural-language-processing nlp nltk sbert tomotopy topic-modeling
Language:Jupyter Notebook 4
Nikoletos-K / QA-with-SBERT-for-CORD19
⚕️🦠 Developed a document retrieval system to return titles of scientific papers containing the answer to a given user question based on the first version of the COVID-19 Open Research Dataset (CORD-19) ☣️🧬
bert bert-summarization cord-19-dataset covid-19 cross-encoders doc2vec glove-embeddings infersent roberta sbert sentence-embeddings siamese-neural-network topk-predictions
Language:Jupyter Notebook 4
olastor / medical-concept-normalization
Datasets and models for medical concept normalization (MCN) in English and German. Results of Bachelor Thesis about MCN using BERT / SBERT.
bert machine-learning natural-language-processing python3 sbert smm4h
Language:Jupyter Notebook 4
spyros-briakos / Document-Retrieval-and-Question-Answering-with-BERT
Initially implement Document-Retrieval-System with SBERT embeddings and evaluate it in CORD-19 dataset. Afterwards, fine tune BERT model with SQuAD.v2 dataset so as to evaluate it in Question Answering task.
document-retrieval sbert fine-tuning-bert question-answering pytorch squad-dataset google-colab cord-19-dataset
Language:Jupyter Notebook 4
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.
bilstm fasttext-embeddings nlp pytorch sbert self-attention sentence-embeddings sentence-similarity sentence-transformers transformers
Language:Jupyter Notebook 3
yotakeys / anime-search-engine
anime search engine based description
faiss python sbert
Language:Jupyter Notebook 3

sbert

embeddings-benchmark / mteb

beir-cellar / beir

ContextualAI / gritlm

sudharsan13296 / Getting-Started-with-Google-BERT

DmitryKey / bert-solr-search

yuanzhoulvpi2017 / DocumentSearch

cpcdoy / rust-sbert

helliun / targetedSummarization

hellonlp / sentence-similarity

thiswillbeyourgithub / AnnA_Anki_neuronal_Appendix

ukairia777 / KoBERTopic

yuanzhoulvpi2017 / questionAnswerSystem

wri-dssg-omdena / policy-data-analyzer

md-experiments / picture_text

UKPLab / useb

IndexStorm / git-rec-back

botisan-ai / sentence-transformers.js

LazarusNLP / indonesian-sentence-embeddings

astrowonk / emoji_finder

dwyl / rag-elixir-doc

gandalf012 / SentenceBert-20newsgroup-Classifier

monish-prabhu / Intra-Search

ahmedshahriar / TwitterCelebrityMatcher

TheTuringExperience / anime-recommendation-system

fmelihh / recommendation-engine

Susheel-1999 / Sentence_Similarity

WangRongsheng / Sentence-BERT-Similarity

LaurentVeyssier / Various-unsupervised-NLP-techniques-with-DistilBERT-sentence-embeddings

sberdevices / saf_vectorizers

faridnec / forecasting-tech-adoption

kedir / GLG--Topic-Modeling-and-Document-Clustering

Nikoletos-K / QA-with-SBERT-for-CORD19

olastor / medical-concept-normalization

spyros-briakos / Document-Retrieval-and-Question-Answering-with-BERT

sambitbhaumik / siamese-nn-sts

yotakeys / anime-search-engine