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Projects in Awesome Lists tagged with sbert
A curated list of projects in awesome lists tagged with sbert .
https://github.com/embeddings-benchmark/mteb
MTEB: Massive Text Embedding Benchmark
benchmark bitext-mining clustering information-retrieval multilingual-nlp neural-search reranking retrieval sbert semantic-search sentence-transformers sgpt sts text-classification text-embedding
Last synced: 17 Dec 2024
https://github.com/beir-cellar/beir
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
ance benchmark bert colbert dataset deep-learning dpr elasticsearch information-retrieval nlp passage-retrieval pytorch question-generation retrieval retrieval-models sbert sentence-transformers use-qa zero-shot-retrieval
Last synced: 17 Dec 2024
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: 18 Dec 2024
https://github.com/yuanzhoulvpi2017/documentsearch
基于sentence transformers和chatglm实现的文档搜索工具
Last synced: 08 Nov 2024
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: 16 Dec 2024
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: 30 Oct 2024
https://github.com/IndexStorm/git-rec-back
Backend code for GitHub Recommendation Extension
ai faiss flask machine-learning sbert
Last synced: 22 Nov 2024
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: 16 Nov 2024
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: 12 Oct 2024
https://github.com/mymusise/sentence-transformers-tf
sentence-transformers with tensorflow
sbert sentence-embeddings sentence-transformers tensorflow transformer
Last synced: 08 Nov 2024
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 Nov 2024
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: 23 Nov 2024
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: 24 Nov 2024
https://github.com/jfmdev/simple_chatbots
Simple Chatbots implemented with Machine Learning
chatbot ia machine-learning python sbert tensorflow
Last synced: 14 Nov 2024
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: 15 Dec 2024
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
Last synced: 02 Dec 2024
https://github.com/sartim/search-engine
Search engine helper using Sentence-BERT and elasticsearch to return results based on semantic similarity
Last synced: 06 Nov 2024
https://github.com/ambidextrous9/mtp-news-article-based-question-answering-system
MTP-FlanT5-SBERT-Model-for-NewsQA-and-Teacher-Student-Model
bm25 flan-t5 language-model newsqa nlp qa question-answering sbert transformer
Last synced: 12 Nov 2024
