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GitHub topics: textcnn

Doragd/Text-Classification-PyTorch

Implementation of papers for text classification task on SST-1/SST-2

Language: Python - Size: 18.6 KB - Last synced at: about 9 hours ago - Pushed at: 9 months ago - Stars: 66 - Forks: 10

yongzhuo/Keras-TextClassification

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, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Language: Python - Size: 601 KB - Last synced at: 12 days ago - Pushed at: 10 months ago - Stars: 1,797 - Forks: 404

brightmart/text_classification

all kinds of text classification models and more with deep learning

Language: Python - Size: 14.1 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 7,905 - Forks: 2,569

brightmart/sentiment_analysis_fine_grain

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

Language: Jupyter Notebook - Size: 3.39 MB - Last synced at: 19 days ago - Pushed at: over 6 years ago - Stars: 596 - Forks: 163

brightmart/bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Language: Python - Size: 16 MB - Last synced at: 11 days ago - Pushed at: over 6 years ago - Stars: 964 - Forks: 211

DataXujing/NLP-paper

:art: :art:NLP 自然语言处理教程 :art::art: https://dataxujing.github.io/NLP-paper/

Size: 1.02 GB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 31 - Forks: 9

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。

Language: Python - Size: 281 KB - Last synced at: 14 days ago - Pushed at: almost 2 years ago - Stars: 239 - Forks: 39

kyzhouhzau/NLPGNN

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

Language: Python - Size: 205 KB - Last synced at: 8 days ago - Pushed at: 8 months ago - Stars: 335 - Forks: 66

brightmart/ai_law

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

Language: Python - Size: 8.87 MB - Last synced at: 14 days ago - Pushed at: about 6 years ago - Stars: 286 - Forks: 77

Renovamen/Text-Classification

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

Language: Python - Size: 266 KB - Last synced at: 21 days ago - Pushed at: about 4 years ago - Stars: 148 - Forks: 29

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。

Language: Python - Size: 315 KB - Last synced at: 24 days ago - Pushed at: 12 months ago - Stars: 204 - Forks: 20

liaoyanqing666/TextCNN-Chinese-text-data-mining-

TextCNN, Chinese text data mining, 中文文本数据挖掘

Language: Python - Size: 3.62 MB - Last synced at: 15 days ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0

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

Language: Jupyter Notebook - Size: 20.7 MB - Last synced at: 18 days ago - Pushed at: about 7 years ago - Stars: 403 - Forks: 156

chenyuntc/PyTorchText

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)

Language: Python - Size: 1.31 MB - Last synced at: 11 days ago - Pushed at: almost 7 years ago - Stars: 1,057 - Forks: 364

jackaduma/AI-WAF

AI driven Web Application Firewall

Language: Python - Size: 119 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 3

jiangnanboy/ad_detect_textcnn

textcnn for advertising detection,广告检测

Language: Python - Size: 12.5 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 0

Ailln/text-classification

🦑 中文文本分类(支持 API 部署)

Language: Python - Size: 50.8 KB - Last synced at: 23 days ago - Pushed at: almost 5 years ago - Stars: 19 - Forks: 2

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.

Language: Jupyter Notebook - Size: 40.7 MB - Last synced at: 11 days ago - Pushed at: over 6 years ago - Stars: 53 - Forks: 22

jiangnanboy/knowledge-automatic-tagging

题目知识点预测标注。Question knowledge point prediction.

Language: Jupyter Notebook - Size: 7.74 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 21 - Forks: 7

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

Language: Python - Size: 3.5 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 716 - Forks: 143

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。

Language: Python - Size: 555 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 174 - Forks: 42

jiangnanboy/java_textcnn_onnx

java is used to load the onnx format model of textcnn

Language: Java - Size: 7.81 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

somenath203/Language-Identifier-using-Tensorflow

Click below to checkout the website

Language: Jupyter Notebook - Size: 290 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0

NeoTse0622/TextCNN-pytorch

Text classification implementation based on TextCNN and transformers.BertTokenizer. Includes training, prediction, data loading, and accuracy evaluation.

Language: Python - Size: 4.99 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

wslc1314/TextSentimentClassification

TextSentimentClassification, using tensorflow.

Language: Python - Size: 4.89 MB - Last synced at: 6 days ago - Pushed at: almost 7 years ago - Stars: 15 - Forks: 13

bnjmacdonald/tftxtclassify

A library of tensorflow text classifiers, making it easy to flexibly reuse classifiers without rewriting a bunch of code

Language: Python - Size: 126 KB - Last synced at: 11 months ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

AbdirayimovS/Text-Classification-in-PyTorch

TextCNN, TextRNN, FastText, TextRCNN, BiLSTM Attention, DPCNN and Transformer in Pytorch framework

Size: 1.95 KB - Last synced at: 11 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

hellonlp/sentiment-analysis

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

Language: Python - Size: 9.11 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 347 - Forks: 62

taishan1994/tensorflow-text-classification

基于tensorflow的中文文本分类(复旦中文语料)

Language: Python - Size: 535 KB - Last synced at: 18 days ago - Pushed at: over 4 years ago - Stars: 20 - Forks: 6

Cryptum169/textCNN-for-Chinese

An implementation of textCNN text classification task for Chinese. 2 Versions with and without pre-trained Doc2Vec model.

Language: Python - Size: 479 KB - Last synced at: 13 days ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

ZhengZixiang/OpenTC

Exploring various text classification models based on PyTorch. 基于PyTorch探索各种文本分类模型

Language: Python - Size: 1.42 MB - Last synced at: 5 months ago - Pushed at: 9 months ago - Stars: 3 - Forks: 1

BeiCunNan/Sentiment_Analysis_Imdb

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

Language: Python - Size: 51.2 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 49 - Forks: 6

jasoncao11/nlp-notebook

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。

Language: Python - Size: 53 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 440 - Forks: 100

JustinJiang1994/Text_Classification

基于tensorflow2.0中的keras进行中文的文本分类,实验数据为中文新闻分类文本cnews数据集。

Language: Python - Size: 129 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 35 - Forks: 15

ShawnyXiao/TextClassification-Keras

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

Language: Python - Size: 1.87 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 809 - Forks: 190

cyk1337/Machine-Learning-Practical

Machine Learning Practical 2017/18, lectured by Prof. Steve Renals

Size: 405 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

guuboi/SentimentAnalysis

SA

Language: Python - Size: 92.5 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 33 - Forks: 17

zhangluoyang/KBQABaby

医疗系统知识图谱问答

Language: Java - Size: 19.1 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 1

hbahadirsahin/nlp-experiments-in-pytorch

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

Language: Python - Size: 248 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 8

SeanLee97/nnclf

神经网络分类器,PyTorch实现

Language: Python - Size: 5.85 MB - Last synced at: 21 days ago - Pushed at: over 6 years ago - Stars: 21 - Forks: 8

LemonAttn/Twitter-Sentiment-Analysis

利用TextCNN对Twitter-Sentiment-Analysis数据进行情绪分类

Language: Python - Size: 37.8 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

LemonAttn/NLP-ST

A simple and easy to understand NLP teaching

Language: Python - Size: 60.9 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

AmbiTyga/DeepTextClassifiers

All kinds of neural text classifiers implemented by Keras

Language: Python - Size: 23.4 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

CoGian/Detecting-toxic-comments-and-minimizing-of-unintetional-prejudice-using-neural-networks

This is my repository and all the code needed to complete my Bachelor thesis on the detection of toxic comments.

Language: Python - Size: 36.2 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

JamesHujy/Sentimental-Classification

Assignment of Introduction to Artificial Intelligence

Language: Python - Size: 1.32 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

yinchuandong/sentiment-analysis

An end-to-end sentiment analysis library, including TextCNN, BERT, Docker, React.js, etc.

Language: Jupyter Notebook - Size: 13.1 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 2

akankshasingh25/interpretable-TextCNN

BS Project Work for IISERB-Spring'22

Language: Jupyter Notebook - Size: 84 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

2019worldcreater/News_Classification

新闻文本分类,TextCNN模型,pytorch实现. gitee:https://gitee.com/worldcreator/News_Classification

Language: Python - Size: 277 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 11 - Forks: 3

xiaogp/sentiment_analysis

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

Language: Python - Size: 189 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 35 - Forks: 17

shawroad/Text-Classification-Pytorch

Summary and comparison of Chinese classification models

Language: Python - Size: 11.3 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 3

kushalchauhan98/bcn-cnn-text-classification

Text classification experiments using TextCNNs and Bi-attentive Classification Networks

Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 9 - Forks: 3

rongshunlin/ModifyAI

ModifyAI 公众号项目

Language: Python - Size: 846 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 24 - Forks: 14

magesh-technovator/Text_Classification_Deep_Learning_Pytorch

This repository consists of various deep learning based text classification models. It's more of a plug and play type. Designed in a way that you can customise these projects with little or no efforts on custom datasets.

Language: Jupyter Notebook - Size: 11.2 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

Yikai-Wang/Attention-Based-Siamese-Text-CNN-for-Stance-Detection

Final project for NLP(DATA130006) in Fudan university.

Language: Python - Size: 14.2 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 16 - Forks: 14

ryangawei/Text-Classification-of-Product-Titles-pytorch

Product classification based on TextCNN, BiLSTM and BiGRU, with Pytorch. 【A01】2018 网络零售平台商品分类【浪潮】, 第十届中国大学生服务外包创新创业大赛

Language: Python - Size: 28.3 KB - Last synced at: 5 days ago - Pushed at: 9 months ago - Stars: 3 - Forks: 0

tgisaturday/CNN-text-classification

multi-class text classification using text-CNN and Konlpy

Language: Python - Size: 7.81 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 2

Lavender517/AMLS_II_assignment21_22-kaggle

In this report, we focus on the Kaggle competition Natural Language Processing with Disaster Tweets, whose objective is to distinguish the real disaster tweets from others. An attempt is made to acquire the word embedding vectors by applying word2vec structure, the vectors are then classified into two labels using Bi-LSTM, TextCNN and fine-tuned BERT models, as well as displaying their performance.

Language: Python - Size: 159 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

FadedCosine/AIFuture-Multi-Label-Text-Classfication

Using BERT and TextCNN to solve the preblom of Multi-Label Text Classfication

Language: Python - Size: 4.58 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

MeanZhang/TextClassification

基于TextCNN和TorchText的中文文本分类

Language: Python - Size: 85.2 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

dlcjfgmlnasa/Text-Classification_with_word_based

딥러닝을 활용한 문장 분류(with word based)

Language: Python - Size: 13.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

jieguangzhou/TextClassification

基于tensorflow的文本分类 Text classification

Language: Python - Size: 302 KB - Last synced at: 1 day ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 2

Peter-Chou/ai_challenger_2018_sentiment_analysis

Fine-grained Sentiment Analysis of User Reviews --- AI CHALLENGER 2018

Language: Python - Size: 1.07 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 16 - Forks: 5

Daya-Jin/Bopomofo2Chs

Implement Bopomofo2Chs with Tacotron.

Language: Python - Size: 335 KB - Last synced at: 3 days ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 1

SeonbeomKim/TensorFlow-TextCNN

TextCNN (Convolutional Neural Networks for Sentence Classification - Yoon Kim)

Language: Python - Size: 227 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

titicaca/keras-text-cls

Text Classification Lib on Keras

Language: Python - Size: 66.4 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 3 - Forks: 1

liuyaox/name2gender

To predict a chinese name to be male or female

Language: Python - Size: 2.24 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 0

TheAnig/memorable-quotes

The repository for memorable quotes project.

Language: Python - Size: 13.6 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 6 - Forks: 1

cyk1337/DomainClassification

TextClassification using textCNNs including single and multi-channel variants

Language: Python - Size: 2.64 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

kozistr/movie-rate-prediction

Movie Rate Prediction with Tensorflow

Language: Python - Size: 1.3 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 2