Projects in Awesome Lists tagged with torchtext

https://github.com/bentrevett/pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

attention cnn-seq2seq encoder-decoder encoder-decoder-model gru lstm neural-machine-translation pytorch pytorch-implementation pytorch-implmention pytorch-nlp pytorch-seq2seq pytorch-tutorial pytorch-tutorials rnn seq2seq sequence-to-sequence torchtext transformer tutorial

Last synced: 14 May 2025

https://github.com/bentrevett/pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

bert cnn cnn-text-classification fasttext lstm lstm-sentiment-analysis natural-language-processing nlp pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials recurrent-neural-networks rnn sentiment-analysis sentiment-classification torchtext transformers tutorial word-embeddings

Last synced: 06 Oct 2025

https://github.com/dalinvip/cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN、BiLSTM

cnn-bilstm cnn-model gru highway-cnn lstm-model model-bilstm pytorch torchtext

Last synced: 16 May 2025

https://github.com/smilelight/lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

cbow chinese cws deep-learning dependency-parsing hierarchical-softmax language-model nature-language-process negative-sampling nlp pos python pytorch relation-extraction sentence-similarity skip-gram srl text-classification torchtext word2vec

Last synced: 12 May 2025

https://github.com/catqaq/opentextclassification

OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。

bert bert-text-classification chinese-text-classification dpcnn ernie gru lstm multi-label-classification naive-bayes pytorch svm text-classification textcnn textrnn torchtext transformers

Last synced: 07 May 2025

https://github.com/bentrevett/pytorch-pos-tagging

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

cnn lstm natural-language-processing part-of-speech-tagger pos pos-tagging pytorch pytorch-implementation pytorch-nlp pytorch-tutorial pytorch-tutorials recurrent-neural-networks rnn torchtext tutorial tutorials

Last synced: 02 Sep 2025

https://github.com/kklemon/keras-loves-torchtext

Make Torchtext work with Keras.

data-science deep-learning keras natural-language-processing pytorch tensorflow torchtext

Last synced: 24 Sep 2025

https://github.com/jxtngx/text

Boilerplate for TorchText Driven Deep Learning Research with PyTorch Lightning and Lightning Fabric

artificial-intelligence deep-learning lightning-fabric llm machine-learning python pytorch pytorch-lightning text torchtext

Last synced: 07 Aug 2025

https://github.com/crispengari/machine-translator

This is a graphql api build using ariadne python that serves a graphql-endpoint at port 3002 to perform language translation and identification using deep learning in python pytorch.

ariadne artificial-intelligence deep-learning graphql machine-learning machine-translation python pytorch torchtext

Last synced: 20 Apr 2026

https://github.com/crispengari/human-stress-prediction

🎏😣😪 Human Stress Prediction(HSP) is an Artificial Intelligence(AI) REST API build with python flask and pytorch that detect stress in human text and also detect what kind of stress in in these text.

artificial-intelligence classification flask natural-language-processing python pytorch rest-api torchtext

Last synced: 11 May 2026

https://github.com/crispengari/ahd-detector

♻ Automatic Humour Detector (AHD) is an artificial intelligent project based on Natural Language Processing (NLP) classification task for predicting wether there's humour in given text or not.

artificial-intelligence deep-learning flask graphene javascript machine-learning natural-language-processing nlp nueral-networks pytorch rest-api tensorflow text-classification torchtext typescript

Last synced: 08 Apr 2026

https://github.com/nimaesr/seq2seq-models

nlp projects

attention-mechanism machine-translation nlp torchtext

Last synced: 15 Jul 2025

https://github.com/crispengari/farb

🤖🤖🥇 First Aid Recommendation Bot (FARB) is a REST and GraphQL API that exposes a virtual assistant bot built from using Deep Learning Techniques. In this repository I will show by example how to integrate with these API's by building a web and mobile application tool.

ariadne chatbot flask graphql natural-language-processing nextjs python pytorch react react-native torchtext

Last synced: 10 Apr 2026

https://github.com/rishishanthan/lstm-sentiment-analysis

End-to-end sentiment analysis with a stacked LSTM in PyTorch — custom tokenization, embeddings, padding, class imbalance handling, and thorough evaluation.

deep-learning lstm nlp pytorch rnn sentiment-analysis sequence-modeling text-classification tokenization torchtext