sentence-encoding

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jina-ai /clip-as-service

Star12.8k

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

deep-learning pytorch openai bert sentence2vec onnx cross-modality multi-modality image2vec sentence-encoding bert-as-service cross-modal-retrieval neural-search clip-model clip-as-service

UpdatedJan 23, 2024
Python

goru001 /inltk

Star834

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

nlp deep-learning word-embeddings pytorch data-augmentation indic-languages sentence-similarity sentence-embeddings sentence-encoding

UpdatedJan 20, 2024
Python

avidale /encodechka

Star244

The tiniest sentence encoder for Russian language

python nlp natural-language-processing russian-specific sentence-encoding

UpdatedJul 25, 2024
Python

amansrivastava17 /embedding-as-service

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One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

nlp ai deep-learning tensorflow encoder word2vec embeddings transformer glove fasttext albert embedding bert word-embedding roberta ulmfit sentence-encoding bert-as-service xlnet embedding-as-service

UpdatedMay 22, 2023
Python

CogComp /QuASE

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QuASE :This is the code repository for the ACL paper QuASE: Question-Answer Driven Sentence Encoding.

question-answering sentence-encoding

UpdatedJul 23, 2023
Python

arasgungore /job-posting-duplicate-detection

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A project aiming to leverage text embeddings and Milvus, a high-performance vector search engine, to detect duplicate job postings.

dockerfile data-science machine-learning natural-language-processing docker-compose exploratory-data-analysis duplicates embeddings embedding duplicate-detection text-embedding sentence-embeddings job-posting sentence-encoding sentence-encoder milvus sentence-embedding vector-search-engine sentence-transformers job-postings

UpdatedDec 5, 2023
Python

somjit101 /BERT-Question-Answering

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A study on encoding english sentences to tensorflow vectors or tensors using pre-trained BERT model from the Hugging Face Library.

nlp natural-language-processing tensorflow transformers question-answering squad bert sentence-embeddings bert-model sentence-encoding bert-embeddings huggingface bert-tokenizer feature-vectors distilbert bert-fine-tuning bert-encoder huggingface-transformer

UpdatedOct 4, 2021
Jupyter Notebook

minggnim /nlp-algo

Star1

A repository that provides a collection of modern NLP algorithms

nlp transformers data-augmentation sentence-encoding

UpdatedAug 9, 2022
Python

qbxlvnf11 /text-embedder-fine-tuning

Star1

Text Embedding Model Fine-Tuning: Generating Data & Fine-Tuning Methods

data-generation unsupervised-learning text-embedding fine-tuning sentence-encoding sentence-encoder contrastive-learning simcse llm

UpdatedOct 26, 2025
Python

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