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torchtext

Here are 88 public repositories matching this topic...

bentrevett / pytorch-seq2seq

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

Updated Jan 20, 2024
Jupyter Notebook

bentrevett / pytorch-sentiment-analysis

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

Updated Mar 27, 2024
Jupyter Notebook

dalinvip / cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN、BiLSTM

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

Updated Mar 20, 2023
Python

smilelight / lightNLP

基于Pytorch和torchtext的自然语言处理深度学习框架。

Updated Dec 14, 2020
Python

kolloldas / torchnlp

Easy to use NLP library built on PyTorch and TorchText

nlp machine-learning crf pytorch transformer torchtext

Updated Dec 7, 2019
Python

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。

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

Updated May 3, 2024
Python

keitakurita / practical-torchtext

A set of tutorials for torchtext

nlp pytorch torchtext

Updated Jan 31, 2019
Jupyter Notebook

bentrevett / pytorch-pos-tagging

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

Updated Jun 4, 2021
Jupyter Notebook

atnlp / torchtext-summary

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

Updated May 25, 2019
Jupyter Notebook

deeplearning-nlp-models

will-thompson-k / deeplearning-nlp-models

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

Updated Dec 10, 2020
Jupyter Notebook

waterzxj / UNF

UNF(Universal NLP Framework)

text-classification pytorch sequence-labeling torchtext

Updated Mar 6, 2020
Python

Huffon / pytorch-transformer-kor-eng

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

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

Updated Apr 16, 2021
Python

jiacheng-ye / code-for-nlp-beginner

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

nlp pytorch torchtext

Updated Oct 4, 2019
Python

hbahadirsahin / nlp-experiments-in-pytorch

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

Updated Dec 27, 2022
Python

imran3180 / pytorch-nli

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

Updated Dec 8, 2022
Python

nn116003 / torchtext-tutorial

torchtext-tutorial (text classification)

nlp deep-learning pytorch pytorch-nlp-tutorial torchtext

Updated Mar 6, 2018
Jupyter Notebook

jibinmathew69 / Hands-on-NLP-with-PyTorch

Collection of Notebooks for Natural Language Processing with PyTorch

Updated Jan 31, 2019
Jupyter Notebook

hpanwar08 / sentiment-analysis-torchtext

Seniment Analysis in Torchtext

python nlp sentiment-analysis pytorch torchtext

Updated Apr 29, 2018
Jupyter Notebook

kklemon / keras-loves-torchtext

Make Torchtext work with Keras.

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

Updated Apr 3, 2019
Python

jinudaniel / amazon-fine-food-reviews

Determine the polarity of amazon fine food reviews using ULMFiT, BERT, XLNet and RoBERTa

sentiment-analysis pytorch fastai nlp-machine-learning bert torchtext roberta xlnet xlnet-pytorch pytorch-transformers

Updated Sep 8, 2019
Jupyter Notebook

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