torchtext

OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! Zhe Ke Neng Shi Mu Qian Wei Zhi Zui Quan Mian De Kai Yuan Wen Ben Fen Lei Xiang Mu ,Zhi Chi Zhong Ying Shuang Yu , Duo Chong Mo Xing , Duo Chong Ren Wu .

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

Star 185

A set of tutorials for torchtext

nlp pytorch torchtext

Updated Jan 31, 2019
Jupyter Notebook

bentrevett / pytorch-pos-tagging

Star 179

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

Star 176

torchtextShi Yong Zong Jie ,Cong Ling Kai Shi Zhu Bu Shi Xian Liao torchtextWen Ben Yu Chu Li Guo Cheng ,Bao Gua Jie Duan Bu Chang ,Ci Biao Gou Jian ,Shi Yong Yu Xun Lian Ci Xiang Liang ,Gou Jian Ke Yong Yu PyTorchDe Ke Die Dai Shu Ju Deng Bu Zou . Bing Jie He PytorchShi Xian LSTM.

python nlp pytorch torchtext

Updated May 25, 2019
Jupyter Notebook

will-thompson-k / deeplearning-nlp-models

Star 75

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

Star 71

UNF(Universal NLP Framework)

text-classification pytorch sequence-labeling torchtext

Updated Mar 6, 2020
Python

Huffon / pytorch-transformer-kor-eng

Star 69

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

Star 58

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

nlp pytorch torchtext

Updated Oct 4, 2019
Python

imran3180 / pytorch-nli

Star 36

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

hbahadirsahin / nlp-experiments-in-pytorch

Star 36

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

nn116003 / torchtext-tutorial

Star 32

torchtext-tutorial (text classification)

nlp deep-learning pytorch pytorch-nlp-tutorial torchtext

Updated Mar 6, 2018
Jupyter Notebook

jibinmathew69 / Hands-on-NLP-with-PyTorch

Star 31

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

Updated Jan 31, 2019
Jupyter Notebook

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

Star 19

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.