Projects in Awesome Lists tagged with sbert

https://github.com/embeddings-benchmark/mteb

MTEB: Massive Text Embedding Benchmark

benchmark bitext-mining clustering information-retrieval low-resource-nlp mteb multilingual-nlp multimodal neural-search reranking retrieval sbert semantic-search sentence-transformers sts text-classification text-embedding

Last synced: 19 Apr 2026

https://github.com/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

Last synced: 14 May 2025

https://github.com/sudharsan13296/getting-started-with-google-bert

Build and train state-of-the-art natural language processing models using BERT

albert bart bert bertsum clinical-bert distilbert electra huggingface-transformers nlp pytorch roberta sbert sentence-bert spanbert tinybert transformer videobert

Last synced: 04 Oct 2025

https://github.com/yuanzhoulvpi2017/documentsearch

基于sentence transformers和chatglm实现的文档搜索工具

chatglm-6b sbert transformers

Last synced: 09 Jan 2026

https://github.com/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

Last synced: 10 Apr 2025

https://github.com/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

Last synced: 13 Apr 2025

https://github.com/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.

active-learning bert data-science document-classification environmental huggingface incentives landscape-restoration lda machine-learning nlp policy sbert scraping scrapy sentence-transformers spyder text-classification topic transformers

Last synced: 27 Mar 2025

https://github.com/ukplab/useb

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

benchmark domain-adaptation information-retrieval nlp paraphrase-identification pytorch reranking sbert sentence-embeddings transformer unsupervised-learning

Last synced: 09 Aug 2025

https://github.com/IndexStorm/git-rec-back

Backend code for GitHub Recommendation Extension

ai faiss flask machine-learning sbert

Last synced: 14 Jul 2025

https://github.com/astrowonk/emoji_finder

emoji_finder

emoji python pytorch sbert semantic-search sentence-transformers sqlite

Last synced: 06 Mar 2026

https://github.com/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

fastapi multilingual-bert mypy pydantic python310 python39 pytorch pytorch-gpu rest-api sbert sentence-transformers streamlit streamlit-webapp tweepy twitter-scraping web-scraping

Last synced: 22 Apr 2025

https://github.com/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 retrieval-augmented-generation sbert

Last synced: 11 Oct 2025

https://github.com/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

Last synced: 27 Oct 2025

https://github.com/droyed/mansh

Linux manual search shell with natural language

console natural-language natural-language-processing sbert semantic-search semantic-similarity shell

Last synced: 17 Jan 2026

https://github.com/seungjaelim/k-hyunmoogpt

[K-Data Science Hackaton 3rd Award] Development and use of Korean large-scale generative language models

chromadb fine-tuning gradio koalpaca llm llm-inference rag sbert

Last synced: 13 Oct 2025

https://github.com/rid17pawar/semantic-search-model-experiments

Experiments in the field of Semantic Search using BM-25 Algorithm, Mean of Word Vectors, along with state of the art Transformer based models namely USE and SBERT.

bm25 fasttext fasttext-embeddings glove glove-embeddings information-retrieval sbert semantic-search universal-sentence-encoder word2vec word2vec-embeddinngs

Last synced: 17 Oct 2025

https://github.com/mymusise/sentence-transformers-tf

sentence-transformers with tensorflow

sbert sentence-embeddings sentence-transformers tensorflow transformer

Last synced: 29 Apr 2026

https://github.com/kmock930/natural-language-processing

This project contains codes and paperwork based on the course CSI5386 at University of Ottawa (delivered by Professor Dr. Diana Inkpen).

bert bigram-modeling corpus-linguistics distilbert fasttext-embeddings glove-embeddings hugging-face-transformers large-language-models lemmatizer logistic-regression macro-micro-f1 natural-language-processing paraphrase-minilm pos-tagging roberta-large sbert stopwords text-embedding-ada-002 universal-sentence-encoder word-tokenizer

Last synced: 12 Jul 2025

https://github.com/louisbrulenaudet/tax-retrieval-benchmark

An implementation of the TaxRetrievalBenchmark task for the 🤗 Massive Text Embedding Benchmark (MTEB) framework.

benchmark droit embeddings fiscal fiscalite information-retrieval mteb rag retrieval retrieval-augmented-generation sbert semantic-search sentence-embeddings sentence-transformers stp tax taxation

Last synced: 05 Mar 2026

https://github.com/sartim/search-engine

Search engine helper using Sentence-BERT and elasticsearch to return results based on semantic similarity

elasticsearch python sbert

Last synced: 07 May 2026

https://github.com/ulf1/simiscore-semantic

An ML API to compute semantic similarity scores between sentence examples.

ml-api sbert sentence-bert similarity-score

Last synced: 03 Apr 2025

https://github.com/maettuu/24hs-essentials-in-text-and-speech-processing

Repository for the course Essentials in Text and Speech Processing Fall 2024

amazon-books-reviews approximate-nearest-neighbors backend content-based-recommendation python recommendation-system sbert tf-idf-vectorization

Last synced: 20 Jul 2025

https://github.com/rahulvictor12/resume-scoring-using-nlp-and-sbert-transformer

ResumeScorer is an intelligent resume screening tool that leverages Natural Language Processing (NLP) techniques to assess the relevance of resumes against a given job description. The core idea is to reduce manual screening time and improve candidate-job matching through semantic similarity.

Last synced: 14 May 2025

https://github.com/jfmdev/simple_chatbots

Simple Chatbots implemented with Machine Learning

chatbot ia machine-learning python sbert tensorflow

Last synced: 27 Jul 2025

https://github.com/alikhalajii/text-classification-life-sciences

Text classification of Life Science apps

data-analysis data-science datasets feature-importance jupyter-notebook pandas sbert scikit-learn word2vec

Last synced: 05 May 2026

https://github.com/aleedm/sick-summarization

This repository explores enhancing dialogue summarization with commonsense knowledge through the SICK framework, evaluating models on dialogue datasets to assess commonsense's impact on summarization quality.

bart-model comet commonsense-knowledge dialogue-summarization natural-language-processing pegasus-model sbert t5-model

Last synced: 18 Mar 2025

https://github.com/anurima-saha/topic_modelling_lda_hdbscan

Using unsupervised learning to group reddit text and identify major conspiracy theories using NLP, LDA, spacy, SVD, SBert embedding and HDBSCAN.

hdbscan latent-dirichlet-allocation natural-language-processing sbert spacy topic-modeling unsupervised-learning

Last synced: 26 Feb 2025

https://github.com/kwokhing/demo-on-automated-fact-checking-using-s-bert

In this demo, we illustrate the the possibility of using Semantic Search + Recognising Textual Entailment with Gradio to build an automated fact checking tool

deberta gradio gradio-interface msmarco natural-language-inference recognizing-textual-entailment sbert sbert-implementation semantic-search semantic-similarity sentence-embeddings sentence-transformers