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474 search results found

Spacy ⭐ 28,628

💫 Industrial-strength Natural Language Processing (NLP) in Python

Text_classification ⭐ 7,628

all kinds of text classification models and more with deep learning

Cnn Text Classification Tf ⭐ 5,256

Convolutional Neural Network for Text Classification in Tensorflow

Simpletransformers ⭐ 3,883

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

Snips Nlu ⭐ 3,796

Snips Python library to extract meaning from text

Catalyst ⭐ 3,151

Accelerated deep learning R&D

Text Classification Cnn Rnn ⭐ 2,950

CNN-RNN中文文本分类，基于TensorFlow

Fastnlp ⭐ 2,940

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

Cluedatasetsearch ⭐ 2,778

搜索所有中文NLP数据集，附常用英文NLP数据集

Kashgari ⭐ 2,141

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

Pythoncode Tutorials ⭐ 1,923

The Python Code Tutorials

Easynlp ⭐ 1,871

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

Chinese Text Classification Pytorch ⭐ 1,609

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_At

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

Refinery ⭐ 1,257

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

Nlp_xiaojiang ⭐ 1,129

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Senten Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification），实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征

Bert4torch ⭐ 1,035

An elegent pytorch implement of transformers

Obsei ⭐ 1,020

Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .

Text_gcn ⭐ 1,008

Graph Convolutional Networks for Text Classification. AAAI 2019

Textclassifier ⭐ 1,003

Text classifier for Hierarchical Attention Networks for Document Classification

Chatgpt Comparison Detection ⭐ 921

Human ChatGPT Comparison Corpus (HC3), Detectors, and more! 🔥

Wikipedia2vec ⭐ 899

A tool for learning vector representations of words and entities from Wikipedia

Bert_seq2seq ⭐ 890

pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注

Bert_language_understanding ⭐ 886

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

Spacy Llm ⭐ 806

🦙 Integrating LLMs into structured NLP pipelines

Bert Multi Label Text Classification ⭐ 761

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

Lightnlp ⭐ 725

基于Pytorch和torchtext的自然语言处理深度学习框架。

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Textclassification Keras ⭐ 649

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

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

Multi Class Text Classification Cnn Rnn ⭐ 554

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Classifier Multi Label ⭐ 548

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

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Nucliadb ⭐ 532

NucliaDB, The AI Search database for unstructured data

Small Text ⭐ 509

Active Learning for Text Classification in Python

text classification - no machine learning knowledge needed

Text Classification Models Tf ⭐ 467

Tensorflow implementations of Text Classification Models.

Tfclassifier ⭐ 451

Tensorflow based training and classification scripts for text, images, etc

Happy Transformer ⭐ 449

Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.

Bertwithpretrained ⭐ 428

An implementation of the BERT model and its related downstream tasks based on the PyTorch framework

Pytextclassifier ⭐ 427

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型

Keras Text ⭐ 417

Text Classification Library in Keras

RMDL: Random Multimodel Deep Learning for Classification

Sequence Semantic Embedding ⭐ 409

Tools and recipes to train deep learning models and build services for NLP tasks such as text classification, semantic search ranking and recall fetching, cross-lingual information retrieval, and question answering etc.

Graph Transformer ⭐ 408

Universal Graph Transformer Self-Attention Networks (TheWebConf WWW 2022) (Pytorch and Tensorflow)

Interpret Text ⭐ 392

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

Nlp Notebook ⭐ 390

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

Multi Class Text Classification Cnn ⭐ 388

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

Text Classification Surveys ⭐ 380

文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xln 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Par 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQ

a Deep Learning Framework for Text

Textfooler ⭐ 376

A Model for Natural Language Attack on Text Classification and Inference

Multi Label Text Classification ⭐ 369

About Muti-Label Text Classification Based on Neural Network.

Bert4doc Classification ⭐ 353

Code and source for paper ``How to Fine-Tune BERT for Text Classification?``

Zh_cnn_text_classify ⭐ 333

基于CNN的中文文本分类算法（可应用于垃圾邮件过滤、情感分析等场景）

Artificial Adversary ⭐ 317

🗣️ Tool to generate adversarial text examples and test machine learning models against them

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

🚤 Label data at scale. Fun and precision included.

A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

Capsule_text_classification ⭐ 281

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

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.

Hierarchical Multi Label Text Classification ⭐ 239

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

Cnn Text Classification Tf Chinese ⭐ 235

CNN for Chinese Text Classification in Tensorflow

Lotclass ⭐ 231

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

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

Text Classification ⭐ 219

Text Classification through CNN, RNN & HAN using Keras

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"

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.

Bert Pytorch Chinese Textclassification ⭐ 181

Pytorch Bert Finetune in Chinese Text Classification

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.

Hierarchical Attention Networks Pytorch ⭐ 171

Hierarchical Attention Networks for document classification

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.

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！

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

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

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`

Holmes Extractor ⭐ 133

Information extraction from English and German texts based on predicate logic

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

Sample Apps ⭐ 132

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

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