universal-sentence-encoder

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Hellisotherpeople /CX_DB8

Star229

a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)

python cuda embeddings summarization summarizer semantic-search extractive-summarization flair universal-sentence-encoder token-level-summarization semantic-summarization contextual-summarization debate-evidence

UpdatedDec 27, 2022
Python

rag-wtf /open-text-embeddings

Star164

Open Source Text Embedding Models with OpenAI Compatible API

python opensource aws-lambda embeddings openai serverless-framework universal-sentence-encoder fastapi huggingface text-embeddings sentence-transformers langchain langchain-python

UpdatedJul 13, 2024
Python

massanishi /document_similarity_algorithms_experiments

Star85

Document similarity algorithms experiment - Jaccard, TF-IDF, Doc2vec, USE, and BERT.

algorithm deep-learning tf-idf jaccard bert new-york-times document-similarity universal-sentence-encoder

UpdatedAug 11, 2020
Python

zayedrais /DocumentSearchEngine

Star54

Document Search Engine project with TF-IDF abd Google universal sentence encoder model

python data-science machine-learning deep-learning tensorflow text-analysis semantic-search-engine tensorflow-tutorials tfidf semantic-search tensorflow-models text-search document-similarity document-search juypter tfidf-text-analysis text-semantic-similarity universal-sentence-encoder tfidf-vectorizer python-text-analysis

UpdatedMay 1, 2023
Jupyter Notebook

dayyass /muse-as-service

Star51

REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

python nlp api docker flask machine-learning web-server deep-learning service tensorflow text rest-api gunicorn embeddings hacktoberfest bert sentence-embeddings universal-sentence-encoder

UpdatedSep 5, 2021
Python

jatinmandav /Neural-Networks

Star37

All about Neural Networks!

deep-learning sentiment-analysis tensorflow word2vec keras cnn lstm rnn fasttext digit-recognition universal-sentence-encoder

UpdatedOct 22, 2018
Jupyter Notebook

korymath /jann

Star35

Hi. I am jann. I am text input - text output chatbot model that is JUST approximate nearest neighbour.

python bot language flask machine-learning tensorflow chatbot chatterbot nearest-neighbor-search conversation approximate-nearest-neighbor-search universal-sentence-encoder

UpdatedApr 16, 2022
Python

idanmoradarthas /text-summarization

Star22

Summarizer in python with Spacy and Universal Sentence Encoder build on Flask framework

deep-learning tensorflow spacy networkx flask-application summarization nlp-machine-learning universal-sentence-encoder

UpdatedMay 1, 2023
Python

jorge-martinez-gil /uwsd

Star16

Context-Aware Semantic Similarity Measurement for Unsupervised Word Sense Disambiguation

context word-sense-disambiguation semantic-similarity similarity-measures semantic-search similarity-score context-awareness semantic-similarity-measures universal-sentence-encoder bert-embeddings elmo-embedding word-movers-distance

UpdatedJul 14, 2025
Python

hate-alert /HateALERT-EVALITA

Star13

Code for replicating results of team 'hateminers' at EVALITA-2018 for AMI task

nlp classification tfidf hatespeech hate-speech glove-embeddings universal-sentence-encoder misogyny

UpdatedMar 2, 2021
Jupyter Notebook

dayyass /muse_tf2pt

Star11

Convert MUSE from TensorFlow to PyTorch and ONNX

multilingual machine-learning natural-language-processing encoder embeddings transformer embedder sentence-embeddings universal-sentence-encoder sentence-transformers

UpdatedMay 22, 2024
Jupyter Notebook

ashalogic /Persian-Word-Embedding

Star10

Persian word embedding ( نشاننده واژه ها فارسی | تعبیه سازی کلمات فارسی )

nlp natural-language-processing word2vec persian fasttext farsi wordembedding wordtovec elmo universal-sentence-encoder

UpdatedOct 4, 2019
Python

Jay22519 /Automatic-Answer-checker-

Star9

Creating an automatic answer checker web application for students and teachers, for grading of the answers submitted by students against an ideal solution uploaded by the teacher.

nlp flask image-processing word-mover-distance universal-sentence-encoder

UpdatedApr 12, 2021
Jupyter Notebook

daveshap /keras_asr

Star9

ASR experiment using Google's Universal Sentence Encoder

keras speech-recognition seq2seq speech-to-text sequence-to-sequence asr universal-sentence-encoder

UpdatedSep 26, 2018
Jupyter Notebook

AOK-PLUS /Sentimentanalysis

Star8

Language independent sentiment analysis

multilingual nlp deep-learning sentiment-analysis embeddings nlp-machine-learning sentence2vec universal-sentence-encoder tensorflow2

UpdatedApr 6, 2021
Python

aashishyadavally /rubrix

Star8

Combined semantic similarity search based visual search engine.

nlp search-engine computer-vision embeddings semantic-search-engine object-detection image-retrieval yolov3 image-search-engine universal-sentence-encoder

UpdatedAug 26, 2021
CSS

nicholas-dinicola /Forecasting-stock-prices-based-on-semantic-analysis-of-business-news-and-social-media-posts

Star7

It is well-known that stock price movements are highly sensitive to different types of news, including global events such as outbreaks of epidemics or military conflicts, as well as what people post about specific companies on their social networks. Previous research has studied methods to predict stock price movements based on sentiment analysi…

machine-learning natural-language-processing deep-learning time-series sentiment-analysis forecasting semantic-analysis universal-sentence-encoder