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sentence-bert

Here are 20 public repositories matching this topic...

sudharsan13296 / Getting-Started-with-Google-BERT

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

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

Updated May 20, 2021
Jupyter Notebook

BM-K / KoSentenceBERT-ETRI

🌷 Sentence Embeddings using Siamese ETRI KoBERT-Networks

natural-language-processing sentence-similarity sentence-bert korean-sentence-bert

Updated Jun 23, 2022
Python

BM-K / KoSentenceBERT-SKT

🌼 Sentence Embeddings using Siamese SKT KoBERT-Networks

natural-language-processing sentence-similarity sentence-bert korean-sentence-bert

Updated Jul 6, 2022
Python

MartinoMensio / spacy-sentence-bert

Sponsor

Sentence transformers models for SpaCy

nlp models spacy bert sentence-transformers sentence-bert

Updated Mar 16, 2021
Python

hhzrd / BERT-Embedding-Frequently-Asked-Question

FAQ-based Question Answering System using BERT

dialogue question question-answering faq dialogue-systems sentence-embeddings faq-system sentence-transformers sentence-bert es-elasticsearch

Updated Aug 6, 2022
Python

cpcdoy / rust-sbert

Rust port of sentence-transformers (https://github.com/UKPLab/sentence-transformers)

nlp rust bert sentence-embeddings sentence-transformers sbert sentence-bert rust-sbert

Updated Jul 21, 2022
Rust

carted / handling-variable-length-text-tf

This repository shows how to efficiently process variable-length sequences in TensorFlow.

text-classification tensorflow keras text-processing bert sentence-bert variable-length-sequences

Updated Apr 26, 2022
Jupyter Notebook

jonaylor89 / WineInAMillion

Sponsor

Wine Recommender created with sentence-BERT and NearestNeighbor on AWS SageMaker

python nlp sklearn jupyter-notebook pytorch bert sentence-embeddings sagemaker sentence-bert

Updated Jul 20, 2022
Jupyter Notebook

langml

4AI / langml

A Keras-based and TensorFlow-backend NLP Models Toolkit.

nlp text-classification tensorflow crf keras prompt named-entity-recognition prompt-toolkit ner bert pretrained-language-models contrastive-learning sentence-bert attentions simcse prompt-learning

Updated Jul 7, 2022
Python

kad99kev / FGTD

Face Generation from Textual Description using GANs.

deep-learning pytorch generative-adversarial-network sentence-bert text-to-face

Updated Jan 17, 2022
Python

notmahi / clip-fields

Teaching robots to respond to open-vocab queries with CLIP and NeRF-like neural fields

clip neural-fields semantic-navigation sentence-bert semantic-fields

Updated Oct 12, 2022
Python

gitabtion / DerivativeBertModels

Implementations of many derivative bert models. like BertSum, DCBERT, SentenceBERT etc.

bert bertsum sentence-bert derivative-bert-models dc-bert

Updated Nov 5, 2020
Python

muazhari / semantic-search

Semantic Search with streamlit user interface

nlp semantic-search sentence-bert

Updated Oct 11, 2022
Python

ozlerhakan / keywords_clustering

Sponsor

cluster text data using sentence bert

search python3 embeddings bert sentence-embeddings sentence-bert

Updated Feb 19, 2022
Jupyter Notebook

active-learning-with-deep-learning-for-nlp

kstrassheim / active-learning-with-deep-learning-for-nlp

We present our concept of a new type of Active-Learning for Deep Learning with NLP text classification and experimentally prove its performance against Random Sampling as well as its runtime performance on the Security Threat dataset from CySecAlert. These new Active Learning algorithms are based on Sentence-BERT and BERTopic clustering algorithms with allow us to generate fixed length tokens for whole sentences to make them comparable to each other. Further the Tokens are Clustered using K-Means or HDBScan to get diverse clusters to pick the samples out of them.

natural-language-processing deep-learning pandas python3 pytorch matplotlib active-learning hdbscan k-means-clustering sentence-bert bertopic

Updated Jun 5, 2022
Jupyter Notebook

rushk014 / biggan-visualizer

Music visualizer using audio and semantic analysis to explore BigGAN latent space.

deep-learning audio-analysis music-visualizer semantic-analysis biggan sentence-bert

Updated Dec 12, 2021
Python

Jackthebighead / chinese-semantic-text-similarity-models

Several recent models are implemented for Chinese STS task (Semantic Textual Similarity).

pytorch re2 bert sentence-similarity siamese-neural-network esim sentence-bert

Updated Mar 21, 2022

ai-systems / hybrid_autoregressive_inference

Code and data for the AAAI 2022 paper "Hybrid Autoregressive Inference for Scalable Multi-hop Explanation Regeneration"

information-retrieval question-answering explainable-ai multi-hop-reasoning explanation-regeneration sentence-bert

Updated Jul 18, 2022
Python

alexaapo / SBERT-for-Question-Answering-on-COVID-19-Dataset

Sentence Bert for Question-Answering on COVID-19 Open Research Dataset (CORD-19)

pytorch quest siamese-network squad-dataset sbert sentence-bert covidbert-nli covidbert covid-squad

Updated Mar 19, 2021
Jupyter Notebook

satzbeleg / simiscore-semantic

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

similarity-score sbert sentence-bert ml-api

Updated Sep 20, 2022
Python

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