Popular GitHub Repositories for Glove Embeddings

Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

GloVe word vector embedding experiments (similar to Word2Vec)

It's Smart-Question Answering System on short as well as long documents. It can automatically find answers to matching questions directly from documents. The deep learning language model converts the questions and documents to semantic vectors to find the matching answer.

Sentiment Analysis using LSTM cells on Recurrent Networks. GloVe word embeddings were used for vector representation of words. Amazon Product Reviews were used as Dataset.

A text classification model with pretrained GloVe embeddings

Natural Language Processing. From data preparation to building model and deploy the model to web service

Repository for the free online book Oddly Satisfying Deep Learning from Scratch (link below!)

An attention based sequential deep learning model implemented in pytorch to generate single line caption given an input image

LSTM based model for Named Entity Recognition Task using pytorch and GloVe embeddings

Extract Structured data(knowledge graph) from unstructured ESG data.

Text classification using GloVe embeddings, CNN and stacked bi-directional LSTM with Max K Pooling.

Let's hunt Fake News using Word2Vec, GloVe, FastText or learnt from corpus German embeddings.

This is the repository for the Sentiment Analysis task on IMDB Movie Reviews for classifying positive and negative reviews, using LSTM networks, TensorFlow and GloVe embedding.

Text Classification with veritically stacked LSTMs and sibling loss functions using GloVe embeddings (Tensorflow)

PyTorch implementation of MLP and CNN for binary sentiment analysis classification using GloVe embeddings on Twitter dataset Sentiment140.

PyTorch implementation of multi-class sentiment classification on SST dataset using CNN and RNN.

A Query-Document pair ranking system using GloVe embeddings and RankCosine.

Aspect-Based Sentiment Analysis (ABSA) using different setups based on 2 stacked BiLSTMs and Attention layers; leveraging PoS, GloVe and BERT (frozen) embeddings

??? Developed a document retrieval system to return titles of scientific papers containing the answer to a given user question based on the first version of the COVID-19 Open Research Dataset (CORD-19) ???