textcnn · GitHub Topics

#自然语言处理#all kinds of text classification models and more with deep learning

翻译 - 各种文本分类模型以及更多深度学习

classification 自然语言处理 fasttext textcnn textrnn Tensorflow multi-label multi-class attention-mechanism text-classification convolutional-neural-networks sentence-classification

Python 7.9 k

1 年前

yongzhuo / Keras-TextClassification

#自然语言处理#中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, R...

text-classification Keras rcnn bert 自然语言处理 textcnn fasttext embeddings capsule vdcnn crnn han xlnet albert transformer

Python 1.8 k

9 个月前

chenyuntc / PyTorchText

#自然语言处理#1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

PyTorch 自然语言处理 textcnn textrnn fasttext lstm

Python 1.06 k

7 年前

brightmart / bert_language_understanding

#自然语言处理#Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

bert-model language-model attention-is-all-you-need transformer-encoder pre-training language-understanding text-classification document-classification self-attention transfer-learning 自然语言处理 question-answering textcnn fasttext

Python 962

6 年前

ShawnyXiao / TextClassification-Keras

#自然语言处理#Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

text-classification 自然语言处理 Keras fasttext textcnn textrnn han rcnn

Python 816

2 年前

hellonlp / classifier-multi-label

多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

multi-label-classification text-classification Tensorflow multi-label textcnn cnn bert attention seq2seq

Python 752

3 个月前

brightmart / sentiment_analysis_fine_grain

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

sentiment-analysis bert textcnn pre-train language-model multi-label-classification online text-classification

Jupyter Notebook 591

6 年前

jasoncao11 / nlp-notebook

#自然语言处理#NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。

textcnn bilstm-crf-model fasttext-embeddings transformer-pytorch seq2seq gpt2 text-classification glove 自然语言处理 PyTorch bert bert-ner electra

Python 524

2 年前

hellonlp / sentiment-analysis

情感分析、文本分类、词典、bayes、sentiment analysis、TextCNN、classification、tensorflow、BERT、CNN、text classification

text-classification Tensorflow sentiment-analysis bert cnn textcnn dict

Python 446

1 年前

yongyehuang / zhihu-text-classification

[2017知乎看山杯多标签文本分类] ye组(第六名) 解题方案

multi-label text-classification Tensorflow lstm textcnn han

Jupyter Notebook 404

7 年前

kyzhouhzau / NLPGNN

#自然语言处理#1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

tensorflow2 bert gpt2 albert bert-ner textcnn tf2 message-passing gcn Gin Generative Adversarial Network graph-convolutional-networks graphsage 自然语言处理 gnn

Python 334

7 个月前

brightmart / ai_law

all kinds of baseline models for long text classificaiton( text categorization)

人工智能 law fasttext attention textcnn text-classification

Python 285

6 年前

luopeixiang / textclf

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

sentiment-analysis document-classification svm logistic-regression PyTorch textcnn textrnn bert configurable word2vec glove

Python 238

2 年前

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 PyTorch lstm gru textcnn bert ernie naive-bayes svm textrnn transformers multi-label-classification

Python 202

10 个月前

stanleylsx / text_classifier_tf2

Tensorflow2.3的文本分类项目，支持各种分类模型，支持相关tricks。

word2vec textcnn tensorflow2 classification pretrained-models

Python 175

3 个月前

Renovamen / Text-Classification

#自然语言处理#PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

text-classification han 自然语言处理 fasttext textcnn lstm cnn document-classification transformer

Python 146

4 年前

BeiCunNan / Sentiment_Analysis_Imdb

Using Bert/Roberta + LSTM/GRU/BiLSTM/TextCNN to do the sentiment analysis on the imdb datasets.

sentiment-analysis text-classification bert imdb lstm textcnn

Python 125

2 年前

Doragd / Text-Classification-PyTorch

#自然语言处理#Implementation of papers for text classification task on SST-1/SST-2

textcnn text-classification sentiment-classification 自然语言处理

Python 62

8 个月前

macanv / MQNLP

自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.

fasttext textcnn textrnn lstm sequence-labeling ner pos-tagging segment

Jupyter Notebook 53

6 年前

xiaogp / sentiment_analysis

LSTM，TextCNN，fastText情感分析，模型用 tf_serving 和 flask 部署成web应用

sentiment-analysis lstm textcnn fasttext word2vec

Python 41

5 年前