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universal-sentence-encoder

Here are 34 public repositories matching this topic...

Hellisotherpeople / CX_DB8

Star

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

Updated May 21, 2021
Python

Revmaker / innatis

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Open

Phonetic Entity Matcher

samhavens commented Jun 2, 2019

Users misspell things. Having spell-check and synonyms helps a lot, but doesn't catch everything.

One solution would be to use the python metaphone package's implementation of the Double Metaphone algorithm.

At component train time, it could look at the normal entity lists, find the DM representation of all the synonyms, and store them.

Read more

enhancement good first issue

Open

Use XLING Universal Sentence Encoder

jatinmandav / Neural-Networks

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All about Neural Networks!

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

Updated Oct 22, 2018
Jupyter Notebook

korymath / jann

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Open

Can Jann handle multilingual interaction?

korymath commented Aug 24, 2020

Currently jann is set up to use the Universal Sentence Encoder, which handles English text. It could be interesting to investigate multilingual interaction using multilingual models.

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enhancement good first issue help wanted

massanishi / document_similarity_algorithms_experiments

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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

Updated Aug 11, 2020
Python

dayyass / muse-as-service

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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 bert sentence-embeddings universal-sentence-encoder

Updated Jul 25, 2021
Python

zayedrais / DocumentSearchEngine

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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

Updated Apr 21, 2020
Jupyter Notebook

hate-alert / HateALERT-EVALITA

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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

Updated Mar 2, 2021
Jupyter Notebook

idanmoradarthas / text-summarization

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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

Updated Apr 1, 2021
Python

ashalogic / Persian-Word-Embedding

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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

Updated Oct 4, 2019
Python

daveshap / keras_asr

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ASR experiment using Google's Universal Sentence Encoder

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

Updated Sep 26, 2018
Jupyter Notebook

AOK-PLUS / Sentimentanalysis

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Language independent sentiment analysis

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

Updated Apr 6, 2021
Python

AliOsm / propaganda-detection-nlp4if

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Fine-grained Propaganda Detection at NLP4IF 2019

deep-learning sentiment-analysis neural-networks bert universal-sentence-encoder propaganda-detection

Updated Nov 7, 2019
Python

spallas / quora-qp

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Quora Questions Pair detection with Semantic Similarity

nlp data-mining tensorflow pytorch lsh transformer universal-sentence-encoder pytorch-transformers

Updated Sep 17, 2019
Python

yashkim77 / Document-Similarity

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Semantic Textual Similarity between two document

python nlp tensorflow plotly jupyter-notebook cosine-similarity tensorflow-hub universal-sentence-encoder transformer-encoder

Updated Dec 25, 2019
Jupyter Notebook

su050300 / sentence-similarity

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Determining similarity between two sentences in terms of semantic using pre trained Universal Sentence Encoder from TensorFlow.js

cosine-similarity universal-sentence-encoder tensorflowjs-models

Updated May 14, 2021
HTML

DeepPhrase

opennlp / DeepPhrase

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Using Neural Representations for Generating Intent-based Query Phrases

natural-language-processing deep-learning word2vec python3 gensim glove fasttext universal-sentence-encoder

Updated May 21, 2021
Python

marumalo / use-cases-of-universal-sentence-encoder

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Use-cases of Google's Universal Sentence Encoder (e.g. sentence similarity, unsupervised extractive summarization).

nlp-machine-learning extractive-summarization sentence-similarity universal-sentence-encoder

Updated Feb 10, 2020
Jupyter Notebook

crodriguez1a / knn-search-chat

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A super simple Q&A chat-bot applying vector search

python ai vector ml knn-search chat-bot universal-sentence-encoder

Updated Apr 30, 2021
Jupyter Notebook

nkorobkov / transfer-learning-for-dialog-systems

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Bachelor thesis for SPBU.

nlp machine-learning pytorch transfer-learning dialog-systems universal-sentence-encoder

Updated Nov 21, 2019
Jupyter Notebook

aicrumb / JeffNET

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Seq2Seq but super improved, can be repurposed for captioning images, text generation, quicker search engines, just about anything really

dataset gru rnn recommendation-engine wine neural universal-sentence-encoder wine-reviewers existing-reviews

Updated Feb 4, 2021
Jupyter Notebook

Arka7Z / Knowledge-Portal-Search-and-Recommendation

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machine-learning ontology nearest-neighbor-search glove ontology-search citation-network dblp-graph node2vec graph-embedding dblp-dataset fasttext-embeddings universal-sentence-encoder

Updated May 15, 2020
Jupyter Notebook

id-shiv / text_search

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Python project for generating search results based on a given text using TF Universal Sentence Encoder and ElasticSearch database.

python search elasticsearch semantic database tensorflow similarity cosine-similarity relevance sentence-similarity textsearch universal-sentence-encoder

Updated Sep 6, 2020
Python

daniel-rychlewski / hateblock

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Evaluates a client-side model built on top of the Universal Sentence Encoder to detect hateful content selected for the analysis

javascript block deep-learning highlighting chrome-web-store hatespeech hate-speech hateful tensorflowjs universal-sentence-encoder universal-sentence tensorflowjs-models

Updated Jul 24, 2020
JavaScript

saadarshad102 / Sentiment-Analysis-Universal-Sentence-Encoder

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Sentiment Analysis using Google's Universal Sentence Encoder

nlp deep-learning sentiment-analysis neural-network text-classification keras pandas python3 supervised-learning easy-to-use nlp-machine-learning sentence-embeddings universal-sentence-encoder

Updated Sep 21, 2019
Jupyter Notebook

navraj28 / OSPPre

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OSPPre (Open Source Parts Prediction), largely inspired by Aquant.io's Smart Triage Feature

machine-learning ai prediction spacy field parts fieldservices universal-sentence-encoder field-service parts-prediction aquant

Updated May 6, 2021
Python

SmellyArmure / OC_DS_Project6

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Classification automatique de biens de consommation (OpenClassrooms | Data Scientist | Projet 6)

python data-science natural-language-processing clustering word-embeddings image-processing data-visualization feature-selection feature-extraction bag-of-words convolutional-neural-networks transfer-learning sift image-segmentation bag-of-visual-words topics-modeling universal-sentence-encoder clustering-metrics model-optimization

Updated Dec 6, 2020
Jupyter Notebook

hossamhasanin / movies_recommender

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Find new movies based on your last one our a story of movie you liked

embedding-models universal-sentence-encoder tensorflow2

Updated Oct 20, 2020
Python

OmarMohammed88 / Categorize-Documents-

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NLP TASKS using BERT , USE and other techniques

nlp lstm gru embedding-models bert universal-sentence-encoder

Updated Oct 9, 2020
Jupyter Notebook

hritik7080 / AnswerEvaluator

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An examination portal which evaluates subjective answers using Machine Learning

python machine-learning django deep-learning tensorflow webapp evaluator tensorflow-hub universal-sentence-encoder ai-evaluator

Updated May 8, 2021
Python

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