torchtext

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。

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

UpdatedMay 3, 2024
Python

keitakurita /practical-torchtext

Star185

A set of tutorials for torchtext

nlp pytorch torchtext

UpdatedJan 31, 2019
Jupyter Notebook

bentrevett /pytorch-pos-tagging

Star180

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

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

UpdatedJun 4, 2021
Jupyter Notebook

atnlp /torchtext-summary

Star176

torchtext使用总结，从零开始逐步实现了torchtext文本预处理过程，包括截断补长，词表构建，使用预训练词向量，构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.

python nlp pytorch torchtext

UpdatedMay 25, 2019
Jupyter Notebook

will-thompson-k /deeplearning-nlp-models

Star75

A small, interpretable codebase containing the re-implementation of a few "deep" NLP models in PyTorch. Colab notebooks to run with GPUs. Models: word2vec, CNNs, transformer, gpt.

nlp deep-learning word2vec tutorials cnn pytorch embeddings transformer attention gpt torchtext hugging-face nlp-papers deeplearning-nlp-models

UpdatedDec 10, 2020
Jupyter Notebook

waterzxj /UNF

Star71

UNF(Universal NLP Framework)

text-classification pytorch sequence-labeling torchtext

UpdatedMar 6, 2020
Python

Huffon /pytorch-transformer-kor-eng

Star70

Transformer Implementation using PyTorch for Neural Machine Translation (Korean to English)

natural-language-processing deep-learning pytorch sequence-to-sequence torchtext transformer-pytorch

UpdatedApr 16, 2021
Python

jiacheng-ye /code-for-nlp-beginner

Star57

code for nlp beginner, including Sentiment Analysis, NER, NLI and Language Model.

nlp pytorch torchtext

UpdatedOct 4, 2019
Python

imran3180 /pytorch-nli

Star36

pytorch implementation of various models for snli and mnli task

natural-language-processing pytorch natural-language-inference snli natural-language-understanding mnli multinli bilstm nli torchtext pytorch-implementation pytorch-nli-baseline pytorch-nli

UpdatedDec 8, 2022
Python

hbahadirsahin /nlp-experiments-in-pytorch

Star36

PyTorch repository for text categorization and NER experiments in Turkish and English.

nlp text-classification text pytorch transformer named-entity-recognition ner turkish-language conditional-random-fields english-language textcnn text-classifier text-categorization vdcnn torchtext fasttext-embeddings charcnn conv-deconv padam

UpdatedDec 27, 2022
Python

nn116003 /torchtext-tutorial

Star32

torchtext-tutorial (text classification)

nlp deep-learning pytorch pytorch-nlp-tutorial torchtext

UpdatedMar 6, 2018
Jupyter Notebook

jibinmathew69 /Hands-on-NLP-with-PyTorch

Star31

Collection of Notebooks for Natural Language Processing with PyTorch

machine-learning deep-neural-networks deep-learning sentiment-analysis word-embeddings pytorch recurrent-neural-networks spacy lstm rnn seq2seq pytorch-tutorials attention-model spacy-nlp spacy-pipeline pytorch-nlp torchtext nltk-python pytorch-implementation nueral-machine-translation

UpdatedJan 31, 2019
Jupyter Notebook

hpanwar08 /sentiment-analysis-torchtext

Star19

Seniment Analysis in Torchtext

python nlp sentiment-analysis pytorch torchtext

UpdatedApr 29, 2018
Jupyter Notebook

kklemon /keras-loves-torchtext

Star18

Make Torchtext work with Keras.

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

UpdatedApr 3, 2019
Python

rishabkr /Attention-Is-All-You-Need-Explained-PyTorch

Star18

A paper implementation and tutorial from scratch combining various great resources for implementing Transformers discussesd in Attention in All You Need Paper for the task of German to English Translation.

python tutorial deep-learning transformers pytorch neural-networks seq2seq attention scratch neural-machine-translation encoder-decoder pytorch-tutorial attention-is-all-you-need scratch-implementation torchtext pytorch-implementation pytorch-seq2seq paper-implementation transformer-models

UpdatedJun 22, 2021
Jupyter Notebook

Improve this page

Add a description, image, and links to thetorchtext topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thetorchtext topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly