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document-embedding

Here are 13 public repositories matching this topic...

ddangelov / Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

word-embeddings topic-modeling semantic-search bert text-search topic-search document-embedding topic-modelling text-semantic-similarity sentence-encoder pre-trained-language-models topic-vector sentence-transformers top2vec

Updated Aug 3, 2022
Python

ddangelov / RESTful-Top2Vec

Expose a Top2Vec model with a REST API.

rest-api text-similarity semantic-search-engine topic-modeling restful-api semantic-search text-search word-embedding document-embedding topic-model fastapi top2vec

Updated Sep 30, 2022
Python

EQTPartners / pause

🍊 PAUSE (Positive and Annealed Unlabeled Sentence Embedding), accepted by EMNLP'2021 🌴

nlp classification-algorithm similarity-search document-embedding sentence-embeddings positive-unlabeled-learning motherbrain

Updated Aug 23, 2022
Python

samhavens / flair-as-service

Container-first, JSON-configurable, NLP REST service based on Flair

nlp docker kubernetes word-embeddings nlp-apis nlp-machine-learning flair document-embedding flair-sota-nlp flair-embeddings

Updated Oct 23, 2019
Python

hierarchical-text-encoder

marcomoldovan / hierarchical-text-encoder

We address the task of learning contextualized word, sentence and document representations with a hierarchical language model by stacking Transformer-based encoders on a sentence level and subsequently on a document level and performing masked token prediction.

machine-learning natural-language-processing information-retrieval deep-learning word-embeddings pytorch transformer transfer-learning representation-learning language-model attention-mechanism document-retrieval natural-language-understanding document-embedding sentence-embeddings

Updated Apr 13, 2022
Jupyter Notebook

maxoodf / tgnews

Telegram Data Clustering Contest (Bossy Gnu's submission )

nlp telegram cpp word2vec nlp-machine-learning document-clustering document-similarity document-embedding

Updated Feb 8, 2021
C++

eriknovak / python-text-embedding-microservice

Service for producing text representations via word embeddings

microservice embeddings word-embedding document-embedding

Updated Sep 30, 2022
Python

chen0040 / java-text-embedding

Word embedding in Java

word-embeddings glove glove-embeddings document-embedding

Updated Mar 15, 2021
Java

ChiaraDiBonaventura / covid_opinion

Applying NLP to understand people's sentiment about Covid-19 and Government actions in Italy, conditional on their political affiliation.

nlp clustering data-visualization matrix-factorization topic-modeling data-analysis data-preprocessing tsne-algorithm data-cleaning tfidf latent-dirichlet-allocation word-vectors document-embedding tfidf-text-analysis tfidf-vectorizer covid-19 covid19-data

Updated Jan 5, 2021
Jupyter Notebook

stko-lab / LD-Connect

LD Connect is a Linked Data portal for IOS Press in collaboration with the STKO Lab at UC Santa Barbara.

linked-data sparql rdf semantic-web knowledge-graph scientometrics coreference-resolution document-embedding ontology-engineering knowledge-graph-embedding ld-connect geo-enrichment

Updated Aug 1, 2022
JavaScript

jdenes / TopicEmbeddings

An open-source framework to create and test document embeddings using topic models.

embeddings topic-models document-embedding

Updated Apr 6, 2020
Python

pprablanc / doc_embedding_topic_mod

Improving document embedding with weighted average of word embedding through topic modeling

topic-modeling document-embedding

Updated Dec 3, 2020
R

inimah / Neural-Language-Models

Experiments on Neural Language Embeddings

nlp deep-learning clustering word-embeddings semi-supervised-learning sequence-to-sequence language-model binary-classification translation-model cross-languages bilingual-word-embedding document-embedding mono-language cross-language-embeddings

Updated Sep 21, 2017
Python

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