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842 search results found

Chinese Text Classification ⭐ 276

Chinese-Text-Classification，Tensorflow CNN（卷积神经网络）实现的中文文本分类。QQ群：522785813，微信群二维码：http://w

Nlp Labelling ⭐ 256

Labelling platform for text using weak supervision.

2018 Dc Datagrand Textintelprocess ⭐ 253

2018-DC-“达观杯”文本智能处理挑战赛：冠军 (1st/3131)

HDLTex: Hierarchical Deep Learning for Text Classification

Fake_news_detection ⭐ 251

Fake News Detection in Python

Fancy Nlp ⭐ 246

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

Nodeformer ⭐ 244

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

Ml Projects ⭐ 243

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

Backprop ⭐ 242

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

Hierarchical Multi Label Text Classification ⭐ 239

The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》

Cybertron ⭐ 235

Cybertron: the home planet of the Transformers in Go

Cnn Text Classification Tf Chinese ⭐ 235

CNN for Chinese Text Classification in Tensorflow

Nlp_classification ⭐ 231

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

Lotclass ⭐ 231

[EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach

Label Sleuth ⭐ 230

Open source no-code system for text annotation and building of text classifiers

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

Pytorch Nlu ⭐ 226

Pytorch-NLU，一个中文文本分类、序列标注工具包，支持中文长文本、短文本的多类、多标签分类任 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

Parsbert ⭐ 222

🤗 ParsBERT: Transformer-based Model for Persian Language Understanding

Text Classification ⭐ 219

Text Classification through CNN, RNN & HAN using Keras

Jfasttext ⭐ 215

Java interface for fastText

Kevinpro Nlp Demo ⭐ 209

All NLP you Need Here. 目前包含15个NLP demo的pytorch实现（大量代码借鉴于其他开源项目，原先是自己玩的，后来干脆也开源出来）

Smarter Manual Annotation for Resource-constrained collection of Training data

Charcnn ⭐ 207

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

Difformer ⭐ 204

The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"

Text Cnn ⭐ 198

嵌入Word2vec词向量的CNN中文文本分类

Shallowlearn ⭐ 196

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

Nsp Bert ⭐ 194

The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"

Textvec ⭐ 190

Text vectorization tool to outperform TFIDF for classification tasks

Hindi2vec ⭐ 188

State-of-the-Art Language Modeling and Text Classification in Hindi Language

Pycontinual ⭐ 185

PyContinual (An Easy and Extendible Framework for Continual Learning)

Text Pairs Relation Classification ⭐ 182

About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network.

Pytorch Transformers Classification ⭐ 181

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

Bert Pytorch Chinese Textclassification ⭐ 181

Pytorch Bert Finetune in Chinese Text Classification

Annif is a multi-algorithm automated subject indexing tool for libraries, archives and museums.

Aaai18 Code ⭐ 178

The code of AAAI18 paper "Learning Structured Representation for Text Classification via Reinforcement Learning".

Deep Survey Text Classification ⭐ 177

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

Implementation of Very Deep Convolutional Neural Network for Text Classification

Hierarchical Attention Networks Pytorch ⭐ 171

Hierarchical Attention Networks for document classification

Fasttext.js ⭐ 169

FastText for Node.js

Document Classifier Lstm ⭐ 167

A bidirectional LSTM with attention for multiclass/multilabel text classification.

Knowprompt ⭐ 166

Code and datasets for the WWW2022 paper "KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction."

RETVec is an efficient, multilingual, and adversarially-robust text vectorizer.

Lbl2vec ⭐ 165

Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus.

Tensorflow2 Docs Zh ⭐ 164

TF2.0 / TensorFlow 2.0 / TensorFlow2.0 官方文档中文版

Rnn_text_classify ⭐ 160

Text classification using LSTM

Chinese Text Classification Pytorch ⭐ 156

中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，Text DPCNN, Transformer，Bert，ERNIE），开箱即用！

Dan Jurafsky Chris Manning Nlp ⭐ 155

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach' (In Proc. of NAACL-HLT 2021).

A Pytorch Tutorial To Text Classification ⭐ 154

Hierarchical Attention Networks | a PyTorch Tutorial to Text Classification

Textclassification ⭐ 153

several methods for text classification

Classify Text ⭐ 152

"20 Newsgroups" text classification with python

Browsecloud ⭐ 150

A web app to create and browse text visualizations for automated customer listening.

Textanalyzer ⭐ 149

A text analyzer which is based on machine learning,statistics and dictionaries that can analyze text. So far, it supports hot word extracting, text classification, part of speech tagging, named entity recognition, chinese word segment, extracting address, synonym, text clustering, word2vec model, edit distance, chinese word segment, sentence similarity,word sentiment tendency, name recognition, idiom recognition, placename recognition, organization recognition, traditional chinese recognition,

Augmenty ⭐ 147

Augmenty is an augmentation library based on spaCy for augmenting texts.

Dual Contrastive Learning ⭐ 147

Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"

Monkeylearn Python ⭐ 146

Official Python client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Python apps.

Pytorch Rnn Text Classification ⭐ 145

Word Embedding + LSTM + FC

Awesome Text Classification ⭐ 144

Awesome-Text-Classification Projects,Papers,Tutorial .

Charcnn_keras ⭐ 142

The implementation of text classification using character level convoultion neural networks using Keras

Fudan_mtl_reviews ⭐ 139

TensorFlow implementation of the paper `Adversarial Multi-task Learning for Text Classification`

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

Your Advanced Twitter stalking tool

Bert_binary_text_classification ⭐ 133

Accompanying code for the Medium article

MATCH: Metadata-Aware Text Classification in A Large Hierarchy (WWW'21)

Sample Apps ⭐ 132

Sample apps for YouTube channel. Machine Learning, Web Development, Python.

Extremetext ⭐ 130

Library for fast text representation and extreme classification.

Holmes Extractor ⭐ 128

Information extraction from English and German texts based on predicate logic

Support Tickets Classification ⭐ 128

This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en

Fine Grained Sentiment ⭐ 126

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

Textclassification ⭐ 124

Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).

Bible_text_gcn ⭐ 123

Pytorch implementation of "Graph Convolutional Networks for Text Classification"

Imagetextrecognition ⭐ 123

Newsmtsc ⭐ 122

Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.

Context ⭐ 116

ConText v4: Neural networks for text categorization

Lstm Classification Pytorch ⭐ 116

Text classification based on LSTM on R8 dataset for pytorch implementation

Rcnn Text Classification ⭐ 116

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

Transformersdataaugmentation ⭐ 115

Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper

Attrprompt ⭐ 114

[NeurIPS 2023] This is the code for the paper `Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias`.

Deep_learning_in_python_2018 ⭐ 114

Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.

Awesome Nlp Resources ⭐ 113

a collection of NLP projects&tools. 自然语言处理方向项目和工具集合。

Lingfeat ⭐ 113

LingFeat - A Comprehensive Linguistic Features Extraction ToolKit for Readability Assessment

Text Autoaugment ⭐ 112

Code for EMNLP 2021 main conference paper "Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification"

Bdci2017 Minglue ⭐ 112

BDCI2017-让AI当法官，决赛第四（4/415）https://www.datafountai

Rnn Text Classification Tf ⭐ 112

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

Text_gcn.pytorch ⭐ 111

PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."

Densely Connected Cnn With Multiscale Feature Attention ⭐ 109

Densely Connected CNN with Multi-scale Feature Attention for Text Classification

Python Stop Words ⭐ 108

Get list of common stop words in various languages in Python

Multi Label_classification ⭐ 108

transform multi-label classification as sentence pair task, with more training data and information

Natural language processing using unsupervised vectors representation.

Ask2transformers ⭐ 107

A Framework for Textual Entailment based Zero Shot text classification

Text Classification Demos ⭐ 106

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

Tasksource ⭐ 103

Datasets collection and standardization preprocessings for NLP extreme multitask learning

Text_rnn_attention ⭐ 102

嵌入Word2vec词向量的RNN+ATTENTION中文文本分类

Nlp_toolkit ⭐ 101

Library of state-of-the-art models (PyTorch) for NLP tasks

Cnn Text Classification ⭐ 101

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

Nlp Tutorial ⭐ 101

自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取

Torchblocks ⭐ 99

A PyTorch-based toolkit for natural language processing

Few Shot Text Classification ⭐ 99

Few-shot binary text classification with Induction Networks and Word2Vec weights initialization

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